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Commercial Electricity Prices in Major Data-Center-Growth States vs. the U.S.

Commercial Electricity Prices in Major Data-Center-Growth States vs. the U.S.

  • United States
  • Virginia
  • Texas
  • North Dakota
  • Arizona
  • Utah
In 2026-06-01, the U.S. commercial-sector average retail electricity price was 14.2 cents per kilowatthour, compared with 11 cents per kilowatthour in Virginia and 8.66 cents per kilowatthour in Texas.151050Jan '23Jan '24Jan '25Jan '26{"f":[360,150,40,8],"s":[["United States","#475569"],["Virginia","#9333ea"],["Texas","#dc2626"],["North Dakota","#ea580c"],["Arizona","#2563eb"],["Utah","#16a34a"]],"p":[["2023-01-01T00:00:00.000Z","Jan '23",40,[[0,"12.61 cents per kilowatthour",32.16,null],[1,"9.99 cents per kilowatthour",52.08,null],[2,"8.86 cents per kilowatthour",60.66,null],[3,"8.21 cents per kilowatthour",65.6,null],[4,"10.54 cents per kilowatthour",47.9,null],[5,"7.95 cents per kilowatthour",67.58,null]],null],["2023-02-01T00:00:00.000Z","Feb '23",47.76,[[0,"12.53 cents per kilowatthour",32.77,null],[1,"9.19 cents per kilowatthour",58.16,null],[2,"9.05 cents per kilowatthour",59.22,null],[3,"7.74 cents per kilowatthour",69.18,null],[4,"10.7 cents per kilowatthour",46.68,null],[5,"8.13 cents per kilowatthour",66.21,null]],null],["2023-03-01T00:00:00.000Z","Mar '23",54.76,[[0,"12.36 cents per kilowatthour",34.06,null],[1,"9.19 cents per kilowatthour",58.16,null],[2,"8.71 cents per kilowatthour",61.8,null],[3,"7.19 cents per kilowatthour",73.36,null],[4,"11.01 cents per kilowatthour",44.32,null],[5,"8.36 cents per kilowatthour",64.46,null]],null],["2023-04-01T00:00:00.000Z","Apr '23",62.52,[[0,"12.08 cents per kilowatthour",36.19,null],[1,"8.99 cents per kilowatthour",59.68,null],[2,"8.09 cents per kilowatthour",66.52,null],[3,"6.79 cents per kilowatthour",76.4,null],[4,"11.49 cents per kilowatthour",40.68,null],[5,"8.53 cents per kilowatthour",63.17,null]],null],["2023-05-01T00:00:00.000Z","May '23",70.02,[[0,"12.16 cents per kilowatthour",35.58,null],[1,"9.28 cents per kilowatthour",57.47,null],[2,"8.45 cents per kilowatthour",63.78,null],[3,"6.88 cents per kilowatthour",75.71,null],[4,"12.12 cents per kilowatthour",35.89,null],[5,"8.49 cents per kilowatthour",63.48,null]],null],["2023-06-01T00:00:00.000Z","Jun '23",77.78,[[0,"12.63 cents per kilowatthour",32.01,null],[1,"8.97 cents per kilowatthour",59.83,null],[2,"8.68 cents per kilowatthour",62.03,null],[3,"7.48 cents per kilowatthour",71.15,null],[4,"12.27 cents per kilowatthour",34.75,null],[5,"8.8 cents per kilowatthour",61.12,null]],null],["2023-07-01T00:00:00.000Z","Jul '23",85.29,[[0,"12.91 cents per kilowatthour",29.88,null],[1,"8.84 cents per kilowatthour",60.82,null],[2,"8.85 cents per kilowatthour",60.74,null],[3,"7.37 cents per kilowatthour",71.99,null],[4,"12.76 cents per kilowatthour",31.02,null],[5,"8.39 cents per kilowatthour",64.24,null]],null],["2023-08-01T00:00:00.000Z","Aug '23",93.04,[[0,"13.08 cents per kilowatthour",28.59,null],[1,"8.65 cents per kilowatthour",62.26,null],[2,"9.74 cents per kilowatthour",53.98,null],[3,"7.85 cents per kilowatthour",68.34,null],[4,"12.29 cents per kilowatthour",34.6,null],[5,"9.08 cents per kilowatthour",58.99,null]],null],["2023-09-01T00:00:00.000Z","Sep '23",100.8,[[0,"13.07 cents per kilowatthour",28.67,null],[1,"8.29 cents per kilowatthour",65,null],[2,"9.23 cents per kilowatthour",57.85,null],[3,"7.78 cents per kilowatthour",68.87,null],[4,"12.13 cents per kilowatthour",35.81,null],[5,"9.22 cents per kilowatthour",57.93,null]],null],["2023-10-01T00:00:00.000Z","Oct '23",108.3,[[0,"12.73 cents per kilowatthour",31.25,null],[1,"8.83 cents per kilowatthour",60.89,null],[2,"8.82 cents per kilowatthour",60.97,null],[3,"7.55 cents per kilowatthour",70.62,null],[4,"11.78 cents per kilowatthour",38.47,null],[5,"8.73 cents per kilowatthour",61.65,null]],null],["2023-11-01T00:00:00.000Z","Nov '23",116.06,[[0,"12.43 cents per kilowatthour",33.53,null],[1,"8.77 cents per kilowatthour",61.35,null],[2,"8.49 cents per kilowatthour",63.48,null],[3,"7.1 cents per kilowatthour",74.04,null],[4,"11.61 cents per kilowatthour",39.76,null],[5,"8.39 cents per kilowatthour",64.24,null]],null],["2023-12-01T00:00:00.000Z","Dec '23",123.57,[[0,"12.24 cents per kilowatthour",34.98,null],[1,"8.65 cents per kilowatthour",62.26,null],[2,"8.51 cents per kilowatthour",63.32,null],[3,"6.77 cents per kilowatthour",76.55,null],[4,"11.59 cents per kilowatthour",39.92,null],[5,"7.91 cents per kilowatthour",67.88,null]],null],["2024-01-01T00:00:00.000Z","Jan '24",131.32,[[0,"12.5 cents per kilowatthour",33,null],[1,"9.19 cents per kilowatthour",58.16,null],[2,"8.57 cents per kilowatthour",62.87,null],[3,"7.66 cents per kilowatthour",69.78,null],[4,"11.37 cents per kilowatthour",41.59,null],[5,"8.53 cents per kilowatthour",63.17,null]],null],["2024-02-01T00:00:00.000Z","Feb '24",139.08,[[0,"12.53 cents per kilowatthour",32.77,null],[1,"8.68 cents per kilowatthour",62.03,null],[2,"8.24 cents per kilowatthour",65.38,null],[3,"7.55 cents per kilowatthour",70.62,null],[4,"11.42 cents per kilowatthour",41.21,null],[5,"8.61 cents per kilowatthour",62.56,null]],null],["2024-03-01T00:00:00.000Z","Mar '24",146.34,[[0,"12.47 cents per kilowatthour",33.23,null],[1,"8.72 cents per kilowatthour",61.73,null],[2,"8.32 cents per kilowatthour",64.77,null],[3,"7.28 cents per kilowatthour",72.67,null],[4,"11.67 cents per kilowatthour",39.31,null],[5,"8.71 cents per kilowatthour",61.8,null]],null],["2024-04-01T00:00:00.000Z","Apr '24",154.09,[[0,"12.35 cents per kilowatthour",34.14,null],[1,"8.93 cents per kilowatthour",60.13,null],[2,"8.32 cents per kilowatthour",64.77,null],[3,"7.11 cents per kilowatthour",73.96,null],[4,"12.06 cents per kilowatthour",36.34,null],[5,"8.76 cents per kilowatthour",61.42,null]],null],["2024-05-01T00:00:00.000Z","May '24",161.6,[[0,"12.32 cents per kilowatthour",34.37,null],[1,"9.09 cents per kilowatthour",58.92,null],[2,"8.41 cents per kilowatthour",64.08,null],[3,"7.2 cents per kilowatthour",73.28,null],[4,"12.73 cents per kilowatthour",31.25,null],[5,"8.85 cents per kilowatthour",60.74,null]],null],["2024-06-01T00:00:00.000Z","Jun '24",169.35,[[0,"12.89 cents per kilowatthour",30.04,null],[1,"9.01 cents per kilowatthour",59.52,null],[2,"8.79 cents per kilowatthour",61.2,null],[3,"7.3 cents per kilowatthour",72.52,null],[4,"12.83 cents per kilowatthour",30.49,null],[5,"8.91 cents per kilowatthour",60.28,null]],null],["2024-07-01T00:00:00.000Z","Jul '24",176.86,[[0,"13.37 cents per kilowatthour",26.39,null],[1,"8.67 cents per kilowatthour",62.11,null],[2,"8.87 cents per kilowatthour",60.59,null],[3,"7.51 cents per kilowatthour",70.92,null],[4,"12.98 cents per kilowatthour",29.35,null],[5,"10.26 cents per kilowatthour",50.02,null]],null],["2024-08-01T00:00:00.000Z","Aug '24",184.62,[[0,"13.16 cents per kilowatthour",27.98,null],[1,"8.07 cents per kilowatthour",66.67,null],[2,"8.87 cents per kilowatthour",60.59,null],[3,"7.15 cents per kilowatthour",73.66,null],[4,"12.65 cents per kilowatthour",31.86,null],[5,"10.37 cents per kilowatthour",49.19,null]],null],["2024-09-01T00:00:00.000Z","Sep '24",192.37,[[0,"13.23 cents per kilowatthour",27.45,null],[1,"8.52 cents per kilowatthour",63.25,null],[2,"8.65 cents per kilowatthour",62.26,null],[3,"6.83 cents per kilowatthour",76.09,null],[4,"12.31 cents per kilowatthour",34.44,null],[5,"11.35 cents per kilowatthour",41.74,null]],null],["2024-10-01T00:00:00.000Z","Oct '24",199.88,[[0,"12.89 cents per kilowatthour",30.04,null],[1,"8.8 cents per kilowatthour",61.12,null],[2,"8.48 cents per kilowatthour",63.55,null],[3,"6.71 cents per kilowatthour",77,null],[4,"12.22 cents per kilowatthour",35.13,null],[5,"9.26 cents per kilowatthour",57.62,null]],null],["2024-11-01T00:00:00.000Z","Nov '24",207.63,[[0,"12.35 cents per kilowatthour",34.14,null],[1,"8.28 cents per kilowatthour",65.07,null],[2,"8.4 cents per kilowatthour",64.16,null],[3,"6.8 cents per kilowatthour",76.32,null],[4,"11.75 cents per kilowatthour",38.7,null],[5,"9.56 cents per kilowatthour",55.34,null]],null],["2024-12-01T00:00:00.000Z","Dec '24",215.14,[[0,"12.64 cents per kilowatthour",31.94,null],[1,"8.86 cents per kilowatthour",60.66,null],[2,"8.52 cents per kilowatthour",63.25,null],[3,"7.17 cents per kilowatthour",73.51,null],[4,"11.8 cents per kilowatthour",38.32,null],[5,"9.05 cents per kilowatthour",59.22,null]],null],["2025-01-01T00:00:00.000Z","Jan '25",222.9,[[0,"12.82 cents per kilowatthour",30.57,null],[1,"8.87 cents per kilowatthour",60.59,null],[2,"8.46 cents per kilowatthour",63.7,null],[3,"7.19 cents per kilowatthour",73.36,null],[4,"11.79 cents per kilowatthour",38.4,null],[5,"9.14 cents per kilowatthour",58.54,null]],null],["2025-02-01T00:00:00.000Z","Feb '25",230.65,[[0,"12.98 cents per kilowatthour",29.35,null],[1,"9.1 cents per kilowatthour",58.84,null],[2,"8.36 cents per kilowatthour",64.46,null],[3,"7.57 cents per kilowatthour",70.47,null],[4,"11.96 cents per kilowatthour",37.1,null],[5,"9.56 cents per kilowatthour",55.34,null]],null],["2025-03-01T00:00:00.000Z","Mar '25",237.66,[[0,"13.16 cents per kilowatthour",27.98,null],[1,"8.84 cents per kilowatthour",60.82,null],[2,"8.72 cents per kilowatthour",61.73,null],[3,"7.06 cents per kilowatthour",74.34,null],[4,"12.21 cents per kilowatthour",35.2,null],[5,"9.65 cents per kilowatthour",54.66,null]],null],["2025-04-01T00:00:00.000Z","Apr '25",245.41,[[0,"12.89 cents per kilowatthour",30.04,null],[1,"9.03 cents per kilowatthour",59.37,null],[2,"8.66 cents per kilowatthour",62.18,null],[3,"6.97 cents per kilowatthour",75.03,null],[4,"12.37 cents per kilowatthour",33.99,null],[5,"9.54 cents per kilowatthour",55.5,null]],null],["2025-05-01T00:00:00.000Z","May '25",252.92,[[0,"12.93 cents per kilowatthour",29.73,null],[1,"8.99 cents per kilowatthour",59.68,null],[2,"8.62 cents per kilowatthour",62.49,null],[3,"7.48 cents per kilowatthour",71.15,null],[4,"12.81 cents per kilowatthour",30.64,null],[5,"9.81 cents per kilowatthour",53.44,null]],null],["2025-06-01T00:00:00.000Z","Jun '25",260.68,[[0,"13.54 cents per kilowatthour",25.1,null],[1,"9.43 cents per kilowatthour",56.33,null],[2,"8.42 cents per kilowatthour",64.01,null],[3,"8.04 cents per kilowatthour",66.9,null],[4,"12.94 cents per kilowatthour",29.66,null],[5,"10.56 cents per kilowatthour",47.74,null]],null],["2025-07-01T00:00:00.000Z","Jul '25",268.18,[[0,"14.05 cents per kilowatthour",21.22,null],[1,"10.21 cents per kilowatthour",50.4,null],[2,"8.85 cents per kilowatthour",60.74,null],[3,"7.79 cents per kilowatthour",68.8,null],[4,"13.42 cents per kilowatthour",26.01,null],[5,"10.44 cents per kilowatthour",48.66,null]],null],["2025-08-01T00:00:00.000Z","Aug '25",275.94,[[0,"13.93 cents per kilowatthour",22.13,null],[1,"9.46 cents per kilowatthour",56.1,null],[2,"8.85 cents per kilowatthour",60.74,null],[3,"7.51 cents per kilowatthour",70.92,null],[4,"13 cents per kilowatthour",29.2,null],[5,"10.8 cents per kilowatthour",45.92,null]],null],["2025-09-01T00:00:00.000Z","Sep '25",283.7,[[0,"13.99 cents per kilowatthour",21.68,null],[1,"9.96 cents per kilowatthour",52.3,null],[2,"8.78 cents per kilowatthour",61.27,null],[3,"7.72 cents per kilowatthour",69.33,null],[4,"12.59 cents per kilowatthour",32.32,null],[5,"11.1 cents per kilowatthour",43.64,null]],null],["2025-10-01T00:00:00.000Z","Oct '25",291.2,[[0,"13.49 cents per kilowatthour",25.48,null],[1,"10.15 cents per kilowatthour",50.86,null],[2,"8.71 cents per kilowatthour",61.8,null],[3,"6.94 cents per kilowatthour",75.26,null],[4,"12.2 cents per kilowatthour",35.28,null],[5,"10.39 cents per kilowatthour",49.04,null]],null],["2025-11-01T00:00:00.000Z","Nov '25",298.96,[[0,"13.19 cents per kilowatthour",27.76,null],[1,"10.28 cents per kilowatthour",49.87,null],[2,"8.21 cents per kilowatthour",65.6,null],[3,"7.4 cents per kilowatthour",71.76,null],[4,"11.61 cents per kilowatthour",39.76,null],[5,"9.62 cents per kilowatthour",54.89,null]],null],["2025-12-01T00:00:00.000Z","Dec '25",306.46,[[0,"13.63 cents per kilowatthour",24.41,null],[1,"10.21 cents per kilowatthour",50.4,null],[2,"9.03 cents per kilowatthour",59.37,null],[3,"7.28 cents per kilowatthour",72.67,null],[4,"11.87 cents per kilowatthour",37.79,null],[5,"9.47 cents per kilowatthour",56.03,null]],null],["2026-01-01T00:00:00.000Z","Jan '26",314.22,[[0,"13.64 cents per kilowatthour",24.34,null],[1,"11.43 cents per kilowatthour",41.13,null],[2,"8.64 cents per kilowatthour",62.34,null],[3,"7.51 cents per kilowatthour",70.92,null],[4,"11.46 cents per kilowatthour",40.9,null],[5,"9.64 cents per kilowatthour",54.74,null]],null],["2026-02-01T00:00:00.000Z","Feb '26",321.98,[[0,"14.37 cents per kilowatthour",18.79,null],[1,"13.01 cents per kilowatthour",29.12,null],[2,"8.9 cents per kilowatthour",60.36,null],[3,"8.08 cents per kilowatthour",66.59,null],[4,"11.72 cents per kilowatthour",38.93,null],[5,"10.01 cents per kilowatthour",51.92,null]],null],["2026-03-01T00:00:00.000Z","Mar '26",328.98,[[0,"13.92 cents per kilowatthour",22.21,null],[1,"10.16 cents per kilowatthour",50.78,null],[2,"8.69 cents per kilowatthour",61.96,null],[3,"7.46 cents per kilowatthour",71.3,null],[4,"11.97 cents per kilowatthour",37.03,null],[5,"10.11 cents per kilowatthour",51.16,null]],null],["2026-04-01T00:00:00.000Z","Apr '26",336.74,[[0,"13.51 cents per kilowatthour",25.32,null],[1,"10.33 cents per kilowatthour",49.49,null],[2,"8.35 cents per kilowatthour",64.54,null],[3,"7.05 cents per kilowatthour",74.42,null],[4,"11.49 cents per kilowatthour",40.68,null],[5,"10.24 cents per kilowatthour",50.18,null]],null],["2026-05-01T00:00:00.000Z","May '26",344.24,[[0,"13.54 cents per kilowatthour",25.1,null],[1,"10.84 cents per kilowatthour",45.62,null],[2,"8.26 cents per kilowatthour",65.22,null],[3,"7.38 cents per kilowatthour",71.91,null],[4,"12.15 cents per kilowatthour",35.66,null],[5,"10.57 cents per kilowatthour",47.67,null]],null],["2026-06-01T00:00:00.000Z","Jun '26",352,[[0,"14.19 cents per kilowatthour",20.16,null],[1,"10.99 cents per kilowatthour",44.48,null],[2,"8.66 cents per kilowatthour",62.18,null],[3,"8.02 cents per kilowatthour",67.05,null],[4,"12.47 cents per kilowatthour",33.23,null],[5,"10.99 cents per kilowatthour",44.48,null]],null]]}United States: 14.2 on Jun '26. Virginia: 11 on Jun '26. Texas: 8.7 on Jun '26. North Dakota: 8 on Jun '26. Arizona: 12.5 on Jun '26. Utah: 11 on Jun '26
SOURCE: U.S. Energy Information Administration, Form EIA-861M

Largest Known Operational GPU Cluster Over Time

Largest Known Operational GPU Cluster Over Time

The largest known operational GPU cluster in Epoch's dataset was 275,796 H100 equivalents H100 equivalents as of 2026-08-27, up from 7,883 H100 equivalents at the start of 2023.1M100K10K1KJan '23Jan '24Jan '25Jul '26{"f":[360,170,40,8],"s":[["Operational record frontier","#76B900"]],"p":[["2023-01-01T00:00:00.000Z","Jan '23",40,[[0,"7,883 H100 equivalents",107.95,null]],null],["2023-08-27T23:59:59.000Z","Aug '23",95.9,[[0,"7,883 H100 equivalents",107.95,null]],null],["2023-08-28T00:00:00.000Z","Aug '23",95.9,[[0,"10,000 H100 equivalents",103.33,null]],null],["2023-11-07T23:59:59.000Z","Nov '23",112.74,[[0,"10,000 H100 equivalents",103.33,null]],null],["2023-11-08T00:00:00.000Z","Nov '23",112.74,[[0,"10,752 H100 equivalents",101.93,null]],null],["2023-11-14T23:59:59.000Z","Nov '23",114.37,[[0,"10,752 H100 equivalents",101.93,null]],null],["2023-11-15T00:00:00.000Z","Nov '23",114.37,[[0,"14,400 H100 equivalents",96.26,null]],null],["2024-03-11T23:59:59.000Z","Mar '24",141.97,[[0,"14,400 H100 equivalents",96.26,null]],null],["2024-03-12T00:00:00.000Z","Mar '24",141.97,[[0,"24,576 H100 equivalents",85.89,null]],null],["2024-08-27T23:59:59.000Z","Aug '24",181.5,[[0,"24,576 H100 equivalents",85.89,null]],null],["2024-08-28T00:00:00.000Z","Aug '24",181.5,[[0,"42,000 H100 equivalents",75.49,null]],null],["2024-09-01T23:59:59.000Z","Sep '24",182.67,[[0,"42,000 H100 equivalents",75.49,null]],null],["2024-09-02T00:00:00.000Z","Sep '24",182.67,[[0,"100,000 H100 equivalents",58.67,null]],null],["2025-02-17T23:59:59.000Z","Feb '25",222.19,[[0,"100,000 H100 equivalents",58.67,null]],null],["2025-02-18T00:00:00.000Z","Feb '25",222.19,[[0,"200,000 H100 equivalents",45.22,null]],null],["2025-07-21T23:59:59.000Z","Jul '25",258.21,[[0,"200,000 H100 equivalents",45.22,null]],null],["2025-07-22T00:00:00.000Z","Jul '25",258.21,[[0,"275,796 H100 equivalents",38.99,null]],null],["2026-08-27T00:00:00.000Z","Aug '26",352,[[0,"275,796 H100 equivalents",38.99,null]],null]]}Operational record frontier: 275.8K on Aug '26
SOURCE: Epoch AI GPU Clusters Dataset

NVIDIA Quarterly Inventory

NVIDIA Quarterly Inventory

NVIDIA reported total inventory of $31.6 at 2026-07-26, compared with $11.3 at the prior fiscal quarter end.$40B$30B$20B$10B$0Jan '23Jan '24Jan '25Jul '26{"f":[360,170,40,8],"s":[["Total inventory","#76B900"]],"p":[["2023-01-29T00:00:00.000Z","Jan '23",40,[[0,"$5.16B",130.72,null]],null],["2023-04-30T00:00:00.000Z","Apr '23",62.29,[[0,"$4.61B",132.55,null]],null],["2023-07-30T00:00:00.000Z","Jul '23",84.57,[[0,"$4.32B",133.53,null]],null],["2023-10-29T00:00:00.000Z","Oct '23",106.86,[[0,"$4.78B",131.99,null]],null],["2024-01-28T00:00:00.000Z","Jan '24",129.14,[[0,"$5.28B",130.31,null]],null],["2024-04-28T00:00:00.000Z","Apr '24",151.43,[[0,"$5.86B",128.36,null]],null],["2024-07-28T00:00:00.000Z","Jul '24",173.71,[[0,"$6.68B",125.64,null]],null],["2024-10-27T00:00:00.000Z","Oct '24",196,[[0,"$7.65B",122.36,null]],null],["2025-01-26T00:00:00.000Z","Jan '25",218.29,[[0,"$10.08B",114.23,null]],null],["2025-04-27T00:00:00.000Z","Apr '25",240.57,[[0,"$11.33B",110.03,null]],null],["2025-07-27T00:00:00.000Z","Jul '25",262.86,[[0,"$14.96B",97.88,null]],null],["2025-10-26T00:00:00.000Z","Oct '25",285.14,[[0,"$19.78B",81.72,null]],null],["2026-01-25T00:00:00.000Z","Jan '26",307.43,[[0,"$21.4B",76.3,null]],null],["2026-04-26T00:00:00.000Z","Apr '26",329.71,[[0,"$25.8B",61.58,null]],null],["2026-07-26T00:00:00.000Z","Jul '26",352,[[0,"$31.58B",42.22,null]],null]]}Total inventory: $31.6B on Jul '26
SOURCE: NVIDIA Forms 10-Q and 10-K filed with the SEC

Estimated AI Compute Shipped by Chip Designer

Estimated AI Compute Shipped by Chip Designer

  • AMD
  • Amazon
  • Cambricon
  • Google
  • Huawei
  • Nvidia
As of 2026-06-30, Nvidia represents 3,953,823 H100-equivalent accelerators estimated H100-equivalent accelerators shipped.6M4M2M0Mar '23Mar '24Mar '25Jun '26{"f":[360,150,40,8],"s":[["AMD","#16a34a"],["Amazon","#ea580c"],["Cambricon","#9333ea"],["Google","#2563eb"],["Huawei","#dc2626"],["Nvidia","#d97706"]],"p":[["2023-03-31T00:00:00.000Z","Mar '23",51.14,[[0,"0",128,null],[1,"0",128,null],[2,"0",128,null],[3,"24.97K",127.76,null],[4,"0",128,null],[5,"91.83K",126.65,null]],"116.8K"],["2023-06-30T00:00:00.000Z","Jun '23",73.43,[[0,"0",128,null],[1,"0",128,null],[2,"0",128,null],[3,"32.96K",127.69,null],[4,"0",128,null],[5,"211.99K",125.36,null]],"244.95K"],["2023-09-30T00:00:00.000Z","Sep '23",95.71,[[0,"0",128,null],[1,"0",128,null],[2,"0",128,null],[3,"51.09K",127.51,null],[4,"0",128,null],[5,"342.74K",123.77,null]],"393.83K"],["2023-12-31T00:00:00.000Z","Dec '23",118,[[0,"0",128,null],[1,"0",128,null],[2,"0",128,null],[3,"83.89K",127.2,null],[4,"0",128,null],[5,"450.98K",122.12,null]],"534.88K"],["2024-03-31T00:00:00.000Z","Mar '24",140.29,[[0,"55.04K",127.48,null],[1,"33.19K",126.64,null],[2,"142",126.32,null],[3,"121.3K",125.17,null],[4,"45.03K",123.59,null],[5,"573K",117.72,null]],"827.7K"],["2024-06-30T00:00:00.000Z","Jun '24",162.57,[[0,"118.55K",126.87,null],[1,"43.04K",125.34,null],[2,"215",124.93,null],[3,"141.4K",123.58,null],[4,"45.03K",121.81,null],[5,"684.24K",114.88,null]],"1.03M"],["2024-09-30T00:00:00.000Z","Sep '24",184.86,[[0,"169.49K",126.39,null],[1,"75.86K",124.06,null],[2,"664",123.33,null],[3,"182.52K",121.59,null],[4,"45.03K",119.43,null],[5,"835.1K",111.07,null]],"1.31M"],["2024-12-31T00:00:00.000Z","Dec '24",207.14,[[0,"205.34K",126.05,null],[1,"148.06K",122.69,null],[2,"5.45K",121.23,null],[3,"283.43K",118.49,null],[4,"45.03K",115.37,null],[5,"1.24M",103.19,null]],"1.92M"],["2025-03-31T00:00:00.000Z","Mar '25",229.43,[[0,"160.23K",126.48,null],[1,"137.84K",123.65,null],[2,"4.87K",122.29,null],[3,"440.99K",118.05,null],[4,"131.96K",112.61,null],[5,"1.7M",95.25,null]],"2.57M"],["2025-06-30T00:00:00.000Z","Jun '25",251.71,[[0,"104.94K",127,null],[1,"164.1K",124.45,null],[2,"7.75K",122.81,null],[3,"630.99K",116.75,null],[4,"131.96K",109.5,null],[5,"1.89M",90.26,null]],"2.93M"],["2025-09-30T00:00:00.000Z","Sep '25",274,[[0,"202.45K",126.08,null],[1,"190.35K",122.35,null],[2,"7.56K",120.46,null],[3,"801.65K",112.78,null],[4,"131.96K",103.91,null],[5,"2.37M",80.11,null]],"3.71M"],["2025-12-31T00:00:00.000Z","Dec '25",296.29,[[0,"218.37K",125.93,null],[1,"219.89K",121.76,null],[2,"8.28K",119.59,null],[3,"829.62K",111.63,null],[4,"131.96K",102.5,null],[5,"2.96M",73.15,null]],"4.37M"],["2026-03-31T00:00:00.000Z","Mar '26",318.57,[[0,"229.55K",125.82,null],[1,"0",128,null],[2,"0",128,null],[3,"846.72K",115.59,null],[4,"0",128,null],[5,"3.39M",75.38,null]],"4.46M"],["2026-06-30T00:00:00.000Z","Jun '26",340.86,[[0,"260.92K",125.52,null],[1,"0",128,null],[2,"0",128,null],[3,"320.58K",120,"partial"],[4,"0",128,null],[5,"3.95M",79.39,null]],"4.54M"]]}AMD: 260.9K on Jun '26. Amazon: 0 on Jun '26. Cambricon: 0 on Jun '26. Google: 320.6K on Jun '26. Huawei: 0 on Jun '26. Nvidia: 4M on Jun '26
SOURCE: Epoch AI

NVIDIA Purchase and Supply Commitments

NVIDIA Purchase and Supply Commitments

At 2026-07-26, NVIDIA's reported or estimated purchase and supply commitments were $279 billion dollars.$300B$200B$100B$0Jan '23Jan '24Jan '25Jul '26{"f":[360,170,40,8],"s":[["NVIDIA purchase and supply commitments","#76B900"]],"p":[["2023-01-29T00:00:00.000Z","Jan '23",40,[[0,"$4.92B",145.8,null]],null],["2023-04-30T00:00:00.000Z","Apr '23",62.29,[[0,"$7.27B",144.75,null]],null],["2023-07-30T00:00:00.000Z","Jul '23",84.57,[[0,"$11.15B",143.02,null]],null],["2023-10-29T00:00:00.000Z","Oct '23",106.86,[[0,"$17.11B",140.36,null]],null],["2024-01-28T00:00:00.000Z","Jan '24",129.14,[[0,"$16.1B",140.81,null]],null],["2024-04-28T00:00:00.000Z","Apr '24",151.43,[[0,"$18.8B",139.6,null]],null],["2024-07-28T00:00:00.000Z","Jul '24",173.71,[[0,"$27.8B",135.58,null]],null],["2024-10-27T00:00:00.000Z","Oct '24",196,[[0,"$28.9B",135.09,null]],null],["2025-01-26T00:00:00.000Z","Jan '25",218.29,[[0,"$30.8B",134.24,null]],null],["2025-04-27T00:00:00.000Z","Apr '25",240.57,[[0,"$29.8B",134.69,null]],null],["2025-07-27T00:00:00.000Z","Jul '25",262.86,[[0,"$40.05B",130.11,"partial"]],null],["2025-10-26T00:00:00.000Z","Oct '25",285.14,[[0,"$50.3B",125.53,null]],null],["2026-01-25T00:00:00.000Z","Jan '26",307.43,[[0,"$95.2B",105.48,null]],null],["2026-04-26T00:00:00.000Z","Apr '26",329.71,[[0,"$119B",94.85,null]],null],["2026-07-26T00:00:00.000Z","Jul '26",352,[[0,"$279B",23.38,null]],null]]}NVIDIA purchase and supply commitments: $279B on Jul '26
SOURCE: NVIDIA Forms 10-Q and 10-K filed with the SEC

Known Large AI Data Centers: Operational IT Power

Known Large AI Data Centers: Operational IT Power

At the partial-year/YTD cutoff of 2026-08-26—not a full-year endpoint or forecast—Epoch’s evolving structured database contains 13,027 MW of IT power of known operational IT power. Changes may reflect discovery, backfill, and source-coverage improvements as well as newly operational capacity; this is not a construction-completions series.15K10K5K0Jan '24Jan '25Jul '26{"f":[360,170,40,8],"s":[["Known operational IT power","#2563EB"]],"p":[["2023-12-31T00:00:00.000Z","Dec '23",40,[[0,"340 MW of IT power",144.96,null]],null],["2024-12-31T00:00:00.000Z","Dec '24",157.85,[[0,"1,763 MW of IT power",132.25,null]],null],["2025-12-31T00:00:00.000Z","Dec '25",275.37,[[0,"6,257 MW of IT power",92.1,null]],null],["2026-08-26T00:00:00.000Z","Aug '26",352,[[0,"13,027 MW of IT power",31.63,null]],null]]}Known operational IT power: 13K on Aug '26
SOURCE: Epoch AI Data Centers Hub

AMD Data Center Revenue

AMD Data Center Revenue

As of 2026-04-01, AMD Data Center revenue was $6.72B in Q2 2026, up 107% year over year.$8B$6B$4B$2B$0Q1 2021Q2 2022Q1 2024Q2 2026{"f":[360,170,40,8],"s":[["AMD","#9333ea"]],"p":[["2021-01-01T00:00:00.000Z","Q1 2021",47.09,[[0,"$0.61B",142.89,null]],null],["2021-04-01T00:00:00.000Z","Q2 2021",61.27,[[0,"$0.81B",141.19,null]],null],["2021-07-01T00:00:00.000Z","Q3 2021",75.45,[[0,"$1.11B",138.72,null]],null],["2021-10-01T00:00:00.000Z","Q4 2021",89.64,[[0,"$1.16B",138.26,null]],null],["2022-01-01T00:00:00.000Z","Q1 2022",103.82,[[0,"$1.29B",137.17,null]],null],["2022-04-01T00:00:00.000Z","Q2 2022",118,[[0,"$1.49B",135.55,null]],null],["2022-07-01T00:00:00.000Z","Q3 2022",132.18,[[0,"$1.61B",134.52,null]],null],["2022-10-01T00:00:00.000Z","Q4 2022",146.36,[[0,"$1.66B",134.14,null]],null],["2023-01-01T00:00:00.000Z","Q1 2023",160.55,[[0,"$1.3B",137.15,null]],null],["2023-04-01T00:00:00.000Z","Q2 2023",174.73,[[0,"$1.32B",136.94,null]],null],["2023-07-01T00:00:00.000Z","Q3 2023",188.91,[[0,"$1.6B",134.62,null]],null],["2023-10-01T00:00:00.000Z","Q4 2023",203.09,[[0,"$2.28B",128.89,null]],null],["2024-01-01T00:00:00.000Z","Q1 2024",217.27,[[0,"$2.34B",128.43,null]],null],["2024-04-01T00:00:00.000Z","Q2 2024",231.45,[[0,"$2.83B",124.27,null]],null],["2024-07-01T00:00:00.000Z","Q3 2024",245.64,[[0,"$3.55B",118.28,null]],null],["2024-10-01T00:00:00.000Z","Q4 2024",259.82,[[0,"$3.86B",115.68,null]],null],["2025-01-01T00:00:00.000Z","Q1 2025",274,[[0,"$3.67B",117.23,null]],null],["2025-04-01T00:00:00.000Z","Q2 2025",288.18,[[0,"$3.24B",120.87,null]],null],["2025-07-01T00:00:00.000Z","Q3 2025",302.36,[[0,"$4.34B",111.64,null]],null],["2025-10-01T00:00:00.000Z","Q4 2025",316.55,[[0,"$5.38B",102.94,null]],null],["2026-01-01T00:00:00.000Z","Q1 2026",330.73,[[0,"$5.78B",99.63,null]],null],["2026-04-01T00:00:00.000Z","Q2 2026",344.91,[[0,"$6.72B",91.74,null]],null]]}AMD: $6.7B on Q2 2026
SOURCE: The Latent

Broadcom AI Semiconductor Revenue

Broadcom AI Semiconductor Revenue

As of 2026-04-01, Broadcom AI semiconductor revenue was $16.7 in the latest reported quarter.$20B$15B$10B$5B$0Q1 FY23Q2 FY24Q2 FY25Q3 FY26{"f":[360,170,40,8],"s":[["Broadcom","#ea580c"]],"p":[["2022-10-01T00:00:00.000Z","Q1 FY23",50.4,[[0,"$0.6B",145.99,null]],null],["2023-01-01T00:00:00.000Z","Q2 FY23",71.2,[[0,"$0.8B",145.32,null]],null],["2023-04-01T00:00:00.000Z","Q3 FY23",92,[[0,"$1B",144.65,null]],null],["2023-07-01T00:00:00.000Z","Q4 FY23",112.8,[[0,"$1.5B",142.98,null]],null],["2023-10-01T00:00:00.000Z","Q1 FY24",133.6,[[0,"$2.3B",140.3,null]],null],["2024-01-01T00:00:00.000Z","Q2 FY24",154.4,[[0,"$3.1B",137.62,null]],null],["2024-04-01T00:00:00.000Z","Q3 FY24",175.2,[[0,"$3.1B",137.62,null]],null],["2024-07-01T00:00:00.000Z","Q4 FY24",196,[[0,"$3.7B",135.61,null]],null],["2024-10-01T00:00:00.000Z","Q1 FY25",216.8,[[0,"$4.1B",134.26,null]],null],["2025-01-01T00:00:00.000Z","Q2 FY25",237.6,[[0,"$4.4B",133.26,null]],null],["2025-04-01T00:00:00.000Z","Q3 FY25",258.4,[[0,"$5.2B",130.58,null]],null],["2025-07-01T00:00:00.000Z","Q4 FY25",279.2,[[0,"$6.5B",126.23,null]],null],["2025-10-01T00:00:00.000Z","Q1 FY26",300,[[0,"$8.4B",119.86,null]],null],["2026-01-01T00:00:00.000Z","Q2 FY26",320.8,[[0,"$10.8B",111.82,null]],null],["2026-04-01T00:00:00.000Z","Q3 FY26",341.6,[[0,"$16.7B",92.06,null]],null]]}Broadcom: $16.7B on Q3 FY26
SOURCE: The Latent

CoreWeave Quarterly Revenue

CoreWeave Quarterly Revenue

CoreWeave reported quarterly revenue of $2.58 in 2026-06-30, compared with $1.21 in the prior quarter, a change of 112.3%.$3B$2B$1B$0Mar '24Dec '24Jun '26{"f":[360,170,40,8],"s":[["Revenue","#6d5dfc"]],"p":[["2024-03-31T00:00:00.000Z","Mar '24",55.6,[[0,"$0.19B",143.79,null]],null],["2024-06-30T00:00:00.000Z","Jun '24",86.8,[[0,"$0.4B",139.17,null]],null],["2024-09-30T00:00:00.000Z","Sep '24",118,[[0,"$0.58B",134.96,null]],null],["2024-12-31T00:00:00.000Z","Dec '24",149.2,[[0,"$0.75B",131.31,null]],null],["2025-03-31T00:00:00.000Z","Mar '25",180.4,[[0,"$0.98B",126.08,null]],null],["2025-06-30T00:00:00.000Z","Jun '25",211.6,[[0,"$1.21B",120.91,null]],null],["2025-09-30T00:00:00.000Z","Sep '25",242.8,[[0,"$1.36B",117.52,null]],null],["2025-12-31T00:00:00.000Z","Dec '25",274,[[0,"$1.57B",112.89,null]],null],["2026-03-31T00:00:00.000Z","Mar '26",305.2,[[0,"$2.08B",101.59,null]],null],["2026-06-30T00:00:00.000Z","Jun '26",336.4,[[0,"$2.58B",90.49,null]],null]]}Revenue: $2.6B on Jun '26
SOURCE: CoreWeave SEC filings

Micron Quarterly Revenue by Memory Technology

Micron Quarterly Revenue by Memory Technology

  • DRAM
  • NAND
  • Other (primarily NOR)
Micron reported $31.3 of DRAM revenue and $9.94 of NAND revenue in 2026-05-28; separately reported Other revenue was $0.19.$60B$40B$20B$0Mar '23Feb '24Feb '25May '26{"f":[360,150,40,8],"s":[["DRAM","#6D5DFB"],["NAND","#23A6D5"],["Other (primarily NOR)","#A7B0BE"]],"p":[["2023-03-02T00:00:00.000Z","Mar '23",51.14,[[0,"$2.72B",125.41,null],[1,"$0.89B",121.99,null],[2,"$0.09B",121.07,null]],"$3.69B"],["2023-06-01T00:00:00.000Z","Jun '23",73.43,[[0,"$2.67B",125.46,null],[1,"$1.01B",121.96,null],[2,"$0.07B",120.93,null]],"$3.75B"],["2023-08-31T00:00:00.000Z","Aug '23",95.71,[[0,"$2.76B",125.38,null],[1,"$1.21B",121.62,null],[2,"$0.05B",120.43,null]],"$4.01B"],["2023-11-30T00:00:00.000Z","Nov '23",118,[[0,"$3.43B",124.74,null],[1,"$1.23B",120.32,null],[2,"$0.07B",119.09,null]],"$4.73B"],["2024-02-29T00:00:00.000Z","Feb '24",140.29,[[0,"$4.16B",124.05,null],[1,"$1.57B",118.61,null],[2,"$0.1B",117.03,null]],"$5.82B"],["2024-05-30T00:00:00.000Z","May '24",162.57,[[0,"$4.69B",123.54,null],[1,"$2.07B",117.12,null],[2,"$0.05B",115.11,null]],"$6.81B"],["2024-08-29T00:00:00.000Z","Aug '24",184.86,[[0,"$5.33B",122.94,null],[1,"$2.37B",115.63,null],[2,"$0.06B",113.33,null]],"$7.75B"],["2024-11-28T00:00:00.000Z","Nov '24",207.14,[[0,"$6.4B",121.92,null],[1,"$2.24B",113.71,null],[2,"$0.07B",111.52,null]],"$8.71B"],["2025-02-27T00:00:00.000Z","Feb '25",229.43,[[0,"$6.12B",122.18,null],[1,"$1.86B",114.6,null],[2,"$0.08B",112.77,null]],"$8.05B"],["2025-05-29T00:00:00.000Z","May '25",251.71,[[0,"$7.07B",121.28,null],[1,"$2.16B",112.52,null],[2,"$0.08B",110.4,null]],"$9.3B"],["2025-08-28T00:00:00.000Z","Aug '25",274,[[0,"$8.98B",119.47,null],[1,"$2.25B",108.79,null],[2,"$0.08B",106.58,null]],"$11.32B"],["2025-11-27T00:00:00.000Z","Nov '25",296.29,[[0,"$10.81B",117.73,null],[1,"$2.74B",104.85,null],[2,"$0.09B",102.16,null]],"$13.64B"],["2026-02-26T00:00:00.000Z","Feb '26",318.57,[[0,"$18.77B",110.17,null],[1,"$5B",87.59,null],[2,"$0.1B",82.76,null]],"$23.86B"],["2026-05-28T00:00:00.000Z","May '26",340.86,[[0,"$31.33B",98.24,null],[1,"$9.94B",59.03,null],[2,"$0.19B",49.41,null]],"$41.46B"]]}DRAM: $31.3B on May '26. NAND: $9.9B on May '26. Other (primarily NOR): $0.2B on May '26
SOURCE: Micron Forms 10-Q and 10-K filed with the SEC

Nebius Group Quarterly Revenue

Nebius Group Quarterly Revenue

Nebius Group revenue was $0.58 in 2026-06-30, versus $0.11 one year earlier.$0.6B$0.4B$0.2B$0Jul '24Jan '25Jul '25Jan '26{"f":[360,170,40,8],"s":[["Nebius Group revenue","#6C5CE7"]],"p":[["2024-03-31T00:00:00.000Z","Mar '24",40,[[0,"$0.01B",93.1,null]],null],["2024-06-30T00:00:00.000Z","Jun '24",74.58,[[0,"$0.01B",92.46,null]],null],["2024-09-30T00:00:00.000Z","Sep '24",109.54,[[0,"$0.03B",90.1,null]],null],["2024-12-31T00:00:00.000Z","Dec '24",144.51,[[0,"$0.04B",89.68,null]],null],["2025-03-31T00:00:00.000Z","Mar '25",178.71,[[0,"$0.05B",87.58,null]],null],["2025-06-30T00:00:00.000Z","Jun '25",213.29,[[0,"$0.11B",80.32,null]],null],["2025-09-30T00:00:00.000Z","Sep '25",248.25,[[0,"$0.15B",74.82,null]],null],["2025-12-31T00:00:00.000Z","Dec '25",283.22,[[0,"$0.23B",63.89,null]],null],["2026-03-31T00:00:00.000Z","Mar '26",317.42,[[0,"$0.4B",40.93,null]],null],["2026-06-30T00:00:00.000Z","Jun '26",352,[[0,"$0.58B",16.37,null]],null]]}Nebius Group revenue: $0.6B on Jun '26
SOURCE: Nebius Group filings furnished to or filed with the SEC

NVIDIA Data Center Revenue

NVIDIA Data Center Revenue

As of 2026-04-01, NVIDIA Data Center revenue was $89 in the latest reported quarter.$100B$75B$50B$25B$0Q4 FY23Q1 FY25Q1 FY26Q2 FY27{"f":[360,170,40,8],"s":[["NVIDIA","#16a34a"]],"p":[["2022-10-01T00:00:00.000Z","Q4 FY23",50.4,[[0,"$3.62B",145.58,null]],null],["2023-01-01T00:00:00.000Z","Q1 FY24",71.2,[[0,"$4.28B",145.13,null]],null],["2023-04-01T00:00:00.000Z","Q2 FY24",92,[[0,"$10.32B",141.08,null]],null],["2023-07-01T00:00:00.000Z","Q3 FY24",112.8,[[0,"$14.51B",138.28,null]],null],["2023-10-01T00:00:00.000Z","Q4 FY24",133.6,[[0,"$18.4B",135.67,null]],null],["2024-01-01T00:00:00.000Z","Q1 FY25",154.4,[[0,"$22.56B",132.88,null]],null],["2024-04-01T00:00:00.000Z","Q2 FY25",175.2,[[0,"$26.27B",130.4,null]],null],["2024-07-01T00:00:00.000Z","Q3 FY25",196,[[0,"$30.77B",127.38,null]],null],["2024-10-01T00:00:00.000Z","Q4 FY25",216.8,[[0,"$35.58B",124.16,null]],null],["2025-01-01T00:00:00.000Z","Q1 FY26",237.6,[[0,"$39.11B",121.79,null]],null],["2025-04-01T00:00:00.000Z","Q2 FY26",258.4,[[0,"$41.1B",120.47,null]],null],["2025-07-01T00:00:00.000Z","Q3 FY26",279.2,[[0,"$51.22B",113.69,null]],null],["2025-10-01T00:00:00.000Z","Q4 FY26",300,[[0,"$62.31B",106.25,null]],null],["2026-01-01T00:00:00.000Z","Q1 FY27",320.8,[[0,"$75.25B",97.59,null]],null],["2026-04-01T00:00:00.000Z","Q2 FY27",341.6,[[0,"$89.02B",88.35,null]],null]]}NVIDIA: $89B on Q2 FY27
SOURCE: The Latent

NVIDIA Quarterly Gross Margin

NVIDIA Quarterly Gross Margin

As of 2026-07-26, NVIDIA's GAAP gross margin was 75% in the latest reported fiscal quarter.80%60%40%20%0%Jan '23Jan '24Jan '25Jul '26{"f":[360,170,40,8],"s":[["GAAP gross margin","#16a34a"]],"p":[["2023-01-29T00:00:00.000Z","Jan '23",40,[[0,"63.3%",41.97,null]],null],["2023-04-30T00:00:00.000Z","Apr '23",62.29,[[0,"64.6%",39.8,null]],null],["2023-07-30T00:00:00.000Z","Jul '23",84.57,[[0,"70.1%",30.58,null]],null],["2023-10-29T00:00:00.000Z","Oct '23",106.86,[[0,"74%",24.05,null]],null],["2024-01-28T00:00:00.000Z","Jan '24",129.14,[[0,"76%",20.7,null]],null],["2024-04-28T00:00:00.000Z","Apr '24",151.43,[[0,"78.4%",16.68,null]],null],["2024-07-28T00:00:00.000Z","Jul '24",173.71,[[0,"75.1%",22.21,null]],null],["2024-10-27T00:00:00.000Z","Oct '24",196,[[0,"74.6%",23.05,null]],null],["2025-01-26T00:00:00.000Z","Jan '25",218.29,[[0,"73%",25.73,null]],null],["2025-04-27T00:00:00.000Z","Apr '25",240.57,[[0,"60.5%",46.66,null]],null],["2025-07-27T00:00:00.000Z","Jul '25",262.86,[[0,"72.4%",26.73,null]],null],["2025-10-26T00:00:00.000Z","Oct '25",285.14,[[0,"73.4%",25.05,null]],null],["2026-01-25T00:00:00.000Z","Jan '26",307.43,[[0,"75%",22.38,null]],null],["2026-04-26T00:00:00.000Z","Apr '26",329.71,[[0,"74.9%",22.54,null]],null],["2026-07-26T00:00:00.000Z","Jul '26",352,[[0,"75%",22.38,null]],null]]}GAAP gross margin: 75% on Jul '26
SOURCE: NVIDIA filings and investor releases

SK hynix Quarterly Revenue

SK hynix Quarterly Revenue

SK hynix reported consolidated revenue of $52.9 in 2026-06-30, compared with $15.9 in the prior quarter, in USD billions.$60B$40B$20B$0Mar '23Mar '24Mar '25Jun '26{"f":[360,170,40,8],"s":[["Consolidated revenue","#E31B23"]],"p":[["2023-03-31T00:00:00.000Z","Mar '23",51.14,[[0,"$3.99B",143.55,null]],null],["2023-06-30T00:00:00.000Z","Jun '23",73.43,[[0,"$5.55B",141.8,null]],null],["2023-09-30T00:00:00.000Z","Sep '23",95.71,[[0,"$6.9B",140.29,null]],null],["2023-12-31T00:00:00.000Z","Dec '23",118,[[0,"$8.55B",138.45,null]],null],["2024-03-31T00:00:00.000Z","Mar '24",140.29,[[0,"$9.35B",137.56,null]],null],["2024-06-30T00:00:00.000Z","Jun '24",162.57,[[0,"$11.99B",134.61,null]],null],["2024-09-30T00:00:00.000Z","Sep '24",184.86,[[0,"$12.96B",133.52,null]],null],["2024-12-31T00:00:00.000Z","Dec '24",207.14,[[0,"$14.13B",132.22,null]],null],["2025-03-31T00:00:00.000Z","Mar '25",229.43,[[0,"$12.15B",134.43,null]],null],["2025-06-30T00:00:00.000Z","Jun '25",251.71,[[0,"$15.88B",130.27,null]],null],["2025-09-30T00:00:00.000Z","Sep '25",274,[[0,"$17.63B",128.32,null]],null],["2025-12-31T00:00:00.000Z","Dec '25",296.29,[[0,"$22.66B",122.7,null]],null],["2026-03-31T00:00:00.000Z","Mar '26",318.57,[[0,"$35.87B",107.94,null]],null],["2026-06-30T00:00:00.000Z","Jun '26",340.86,[[0,"$52.86B",88.97,null]],null]]}Consolidated revenue: $52.9B on Jun '26
SOURCE: SK hynix quarterly financial-results releases

TSMC Quarterly HPC Revenue

TSMC Quarterly HPC Revenue

As of 2026-04-01, TSMC HPC platform revenue was $26.3bn in 2Q26, up 45% from 2Q25.$30B$20B$10B$01Q221Q231Q241Q252Q26{"f":[360,170,40,8],"s":[["TSMC HPC","#dc2626"]],"p":[["2022-01-01T00:00:00.000Z","1Q22",48.67,[[0,"$7.24B",131.84,null]],null],["2022-04-01T00:00:00.000Z","2Q22",66,[[0,"$7.78B",130.62,null]],null],["2022-07-01T00:00:00.000Z","3Q22",83.33,[[0,"$7.86B",130.45,null]],null],["2022-10-01T00:00:00.000Z","4Q22",100.67,[[0,"$8.38B",129.29,null]],null],["2023-01-01T00:00:00.000Z","1Q23",118,[[0,"$7.41B",131.44,null]],null],["2023-04-01T00:00:00.000Z","2Q23",135.33,[[0,"$6.99B",132.39,null]],null],["2023-07-01T00:00:00.000Z","3Q23",152.67,[[0,"$7.2B",131.92,null]],null],["2023-10-01T00:00:00.000Z","4Q23",170,[[0,"$8.38B",129.29,null]],null],["2024-01-01T00:00:00.000Z","1Q24",187.33,[[0,"$8.75B",128.46,null]],null],["2024-04-01T00:00:00.000Z","2Q24",204.67,[[0,"$10.86B",123.74,null]],null],["2024-07-01T00:00:00.000Z","3Q24",222,[[0,"$12.05B",121.1,null]],null],["2024-10-01T00:00:00.000Z","4Q24",239.33,[[0,"$14.29B",116.1,null]],null],["2025-01-01T00:00:00.000Z","1Q25",256.67,[[0,"$15B",114.5,null]],null],["2025-04-01T00:00:00.000Z","2Q25",274,[[0,"$18.07B",107.64,null]],null],["2025-07-01T00:00:00.000Z","3Q25",291.33,[[0,"$18.68B",106.29,null]],null],["2025-10-01T00:00:00.000Z","4Q25",308.67,[[0,"$18.7B",106.23,null]],null],["2026-01-01T00:00:00.000Z","1Q26",326,[[0,"$21.99B",98.88,null]],null],["2026-04-01T00:00:00.000Z","2Q26",343.33,[[0,"$26.28B",89.31,null]],null]]}TSMC HPC: $26.3B on 2Q26
SOURCE: The Latent

TSMC Monthly Revenue

TSMC Monthly Revenue

TSMC reported consolidated net revenue of $14.5 USD billions in 2026-07-31, compared with $11 in the previous month.$15B$10B$5B$0Jan '23Jan '24Jan '25Jul '26{"f":[360,170,40,8],"s":[["Consolidated net revenue","#E31937"]],"p":[["2023-01-31T00:00:00.000Z","Jan '23",40,[[0,"$6.57B",89.32,null]],null],["2023-02-28T00:00:00.000Z","Feb '23",46.84,[[0,"$5.41B",99.7,null]],null],["2023-03-31T00:00:00.000Z","Mar '23",54.42,[[0,"$4.76B",105.49,null]],null],["2023-04-30T00:00:00.000Z","Apr '23",61.74,[[0,"$4.84B",104.78,null]],null],["2023-05-31T00:00:00.000Z","May '23",69.32,[[0,"$5.74B",96.69,null]],null],["2023-06-30T00:00:00.000Z","Jun '23",76.65,[[0,"$5.07B",102.67,null]],null],["2023-07-31T00:00:00.000Z","Jul '23",84.22,[[0,"$5.69B",97.15,null]],null],["2023-08-31T00:00:00.000Z","Aug '23",91.8,[[0,"$5.93B",95.04,null]],null],["2023-09-30T00:00:00.000Z","Sep '23",99.13,[[0,"$5.63B",97.68,null]],null],["2023-10-31T00:00:00.000Z","Oct '23",106.7,[[0,"$7.53B",80.74,null]],null],["2023-11-30T00:00:00.000Z","Nov '23",114.03,[[0,"$6.45B",90.35,null]],null],["2023-12-31T00:00:00.000Z","Dec '23",121.6,[[0,"$5.64B",97.65,null]],null],["2024-01-31T00:00:00.000Z","Jan '24",129.18,[[0,"$6.91B",86.26,null]],null],["2024-02-29T00:00:00.000Z","Feb '24",136.26,[[0,"$5.78B",96.38,null]],null],["2024-03-31T00:00:00.000Z","Mar '24",143.84,[[0,"$6.16B",92.97,null]],null],["2024-04-30T00:00:00.000Z","Apr '24",151.17,[[0,"$7.3B",82.83,null]],null],["2024-05-31T00:00:00.000Z","May '24",158.74,[[0,"$7.1B",84.54,null]],null],["2024-06-30T00:00:00.000Z","Jun '24",166.07,[[0,"$6.42B",90.66,null]],null],["2024-07-31T00:00:00.000Z","Jul '24",173.64,[[0,"$7.87B",77.7,null]],null],["2024-08-31T00:00:00.000Z","Aug '24",181.22,[[0,"$7.77B",78.54,null]],null],["2024-09-30T00:00:00.000Z","Sep '24",188.55,[[0,"$7.88B",77.63,null]],null],["2024-10-31T00:00:00.000Z","Oct '24",196.12,[[0,"$9.79B",60.53,null]],null],["2024-11-30T00:00:00.000Z","Nov '24",203.45,[[0,"$8.53B",71.8,null]],null],["2024-12-31T00:00:00.000Z","Dec '24",211.03,[[0,"$8.54B",71.71,null]],null],["2025-01-31T00:00:00.000Z","Jan '25",218.6,[[0,"$8.92B",68.32,null]],null],["2025-02-28T00:00:00.000Z","Feb '25",225.44,[[0,"$7.93B",77.2,null]],null],["2025-03-31T00:00:00.000Z","Mar '25",233.01,[[0,"$8.67B",70.55,null]],null],["2025-04-30T00:00:00.000Z","Apr '25",240.34,[[0,"$10.71B",52.33,null]],null],["2025-05-31T00:00:00.000Z","May '25",247.92,[[0,"$10.61B",53.21,null]],null],["2025-06-30T00:00:00.000Z","Jun '25",255.25,[[0,"$8.88B",68.66,null]],null],["2025-07-31T00:00:00.000Z","Jul '25",262.82,[[0,"$11.02B",49.55,null]],null],["2025-08-31T00:00:00.000Z","Aug '25",270.4,[[0,"$11.13B",48.61,null]],null],["2025-09-30T00:00:00.000Z","Sep '25",277.73,[[0,"$10.89B",50.71,null]],null],["2025-10-31T00:00:00.000Z","Oct '25",285.3,[[0,"$12B",40.84,null]],null],["2025-11-30T00:00:00.000Z","Nov '25",292.63,[[0,"$11.02B",49.52,null]],null],["2025-12-31T00:00:00.000Z","Dec '25",300.2,[[0,"$10.67B",52.66,null]],null],["2026-01-31T00:00:00.000Z","Jan '26",307.78,[[0,"$12.72B",34.35,null]],null],["2026-02-28T00:00:00.000Z","Feb '26",314.62,[[0,"$10.08B",57.94,null]],null],["2026-03-31T00:00:00.000Z","Mar '26",322.19,[[0,"$13.03B",31.56,null]],null],["2026-04-30T00:00:00.000Z","Apr '26",329.52,[[0,"$12.97B",32.12,null]],null],["2026-05-31T00:00:00.000Z","May '26",337.1,[[0,"$13.23B",29.78,null]],null],["2026-06-30T00:00:00.000Z","Jun '26",344.43,[[0,"$14B",22.93,null]],null],["2026-07-31T00:00:00.000Z","Jul '26",352,[[0,"$14.52B",18.31,null]],null]]}Consolidated net revenue: $14.5B on Jul '26
SOURCE: TSMC monthly revenue reports

Capability

Model, system, throughput, efficiency, context, and agentic benchmark progress.

PerformanceModels

View all (9) →

AI Benchmark Saturation Curves

AI Benchmark Saturation Curves

  • GPQA Diamond
  • MATH Level 5
  • OTIS Mock AIME 2024–2025
  • SWE-bench Verified (Epoch v2)
As of the Epoch AI export updated 2026-08-13, the latest observed records were 94.82% on GPQA Diamond, 98.13% on MATH Level 5, 100% on OTIS Mock AIME 2024–2025, and 83.47% on Epoch's SWE-bench Verified v2.100%75%50%25%0%Jul '23Jan '25Jul '26{"f":[360,150,40,8],"s":[["GPQA Diamond","#6D5DFC"],["MATH Level 5","#E05A47"],["OTIS Mock AIME 2024–2025","#F2A93B"],["SWE-bench Verified (Epoch v2)","#2E9C78"]],"p":[["2023-03-14T00:00:00.000Z","Mar '23",40,[[2,"0.56%",127.37,null]],null],["2023-06-13T00:00:00.000Z","Jun '23",62.75,[[1,"22.97%",101.81,null],[2,"1.11%",126.73,null]],null],["2023-11-06T00:00:00.000Z","Nov '23",99.25,[[1,"40.02%",82.38,null]],null],["2024-01-25T00:00:00.000Z","Jan '24",119.25,[[2,"2.22%",125.47,null]],null],["2024-04-09T00:00:00.000Z","Apr '24",138,[[1,"46.73%",74.72,null]],null],["2024-05-13T00:00:00.000Z","May '24",146.5,[[1,"51.05%",69.81,null]],null],["2024-06-20T00:00:00.000Z","Jun '24",156,[[1,"51.68%",69.08,null]],null],["2024-07-18T00:00:00.000Z","Jul '24",163,[[1,"52.63%",68,null]],null],["2024-08-06T00:00:00.000Z","Aug '24",167.75,[[1,"53.28%",67.27,null]],null],["2024-09-12T00:00:00.000Z","Sep '24",177,[[1,"89.18%",26.33,null]],null],["2024-12-17T00:00:00.000Z","Dec '24",201,[[0,"74.24%",43.36,null],[1,"94.71%",20.03,null],[2,"73.33%",44.4,null]],null],["2025-01-31T00:00:00.000Z","Jan '25",212.25,[[1,"96.49%",18,null]],null],["2025-04-16T00:00:00.000Z","Apr '25",231,[[0,"80.81%",35.88,null],[1,"97.83%",16.48,null],[2,"84.44%",31.73,null],[3,"62.32%",56.96,null]],null],["2025-07-25T00:00:00.000Z","Jul '25",256,[[2,"86.67%",29.2,null]],null],["2025-08-05T00:00:00.000Z","Aug '25",258.75,[[2,"88.89%",26.67,null]],null],["2025-08-07T00:00:00.000Z","Aug '25",259.25,[[1,"98.13%",16.13,null],[2,"91.39%",23.82,null]],null],["2025-11-13T00:00:00.000Z","Nov '25",283.75,[[3,"67.98%",50.51,null]],null],["2025-11-18T00:00:00.000Z","Nov '25",285,[[3,"72.93%",44.86,null]],null],["2025-12-11T00:00:00.000Z","Dec '25",290.75,[[2,"96.11%",18.43,null],[3,"73.76%",43.91,null]],null],["2025-12-17T00:00:00.000Z","Dec '25",292.25,[[0,"89.39%",26.09,null],[3,"75.41%",42.03,null]],null],["2026-02-05T00:00:00.000Z","Feb '26",304.75,[[3,"78.72%",38.26,null]],null],["2026-02-19T00:00:00.000Z","Feb '26",308.25,[[0,"94.44%",20.33,null]],null],["2026-03-05T00:00:00.000Z","Mar '26",311.75,[[0,"94.6%",20.16,null],[2,"97.78%",16.53,null]],null],["2026-04-16T00:00:00.000Z","Apr '26",322.25,[[2,"97.8%",16.51,null],[3,"83.47%",32.84,null]],null],["2026-04-23T00:00:00.000Z","Apr '26",324,[[2,"100%",14,null]],null],["2026-08-13T00:00:00.000Z","Aug '26",352,[[0,"94.82%",19.9,null]],null]]}GPQA Diamond: 94.8% on Aug '26. MATH Level 5: 98.1% on Aug '25. OTIS Mock AIME 2024–2025: 100% on Apr '26. SWE-bench Verified (Epoch v2): 83.5% on Apr '26
SOURCE: Epoch AI Benchmarking Hub

METR AI Task-Completion Time Horizons

METR AI Task-Completion Time Horizons

  • TH1.1 50% horizon estimate
  • TH1.1 95% CI lower
  • TH1.1 95% CI upper (16h cap)
  • TH1 50% horizon estimate
  • TH1 95% CI lower
  • TH1 95% CI upper (16h cap)
The latest raw-data-backed TH1.1 frontier estimate is 16 hours hours for the model released on 2026-02-05; values and confidence bounds are displayed only through the 16-hour reliability ceiling.1001010.10Jul '23Jan '25Jan '26{"f":[360,150,40,8],"s":[["TH1.1 50% horizon estimate","#2563EB"],["TH1.1 95% CI lower","#60A5FA"],["TH1.1 95% CI upper (16h cap)","#93C5FD"],["TH1 50% horizon estimate","#475569"],["TH1 95% CI lower","#64748B"],["TH1 95% CI upper (16h cap)","#94A3B8"]],"p":[["2023-03-14T00:00:00.000Z","Mar '23",40,[[0,"0.07 hours",104.56,null],[1,"0.03 hours",113.35,null],[2,"0.13 hours",96.08,null],[3,"0.1 hours",99.45,null],[4,"0.05 hours",109.08,null],[5,"0.2 hours",91.21,null]],null],["2023-11-06T00:00:00.000Z","Nov '23",109.82,[[0,"0.07 hours",104.38,null],[1,"0.03 hours",113.39,null],[2,"0.14 hours",95.64,null],[3,"0.16 hours",93.95,null],[4,"0.07 hours",103.15,null],[5,"0.3 hours",85.79,null]],null],["2024-05-13T00:00:00.000Z","May '24",165.51,[[0,"0.12 hours",97.61,null],[1,"0.06 hours",104.99,null],[2,"0.21 hours",90.5,null],[3,"0.17 hours",92.96,null],[4,"0.08 hours",101.75,null],[5,"0.33 hours",84.91,null]],null],["2024-06-20T00:00:00.000Z","Jun '24",176.7,[[0,"0.19 hours",91.56,null],[1,"0.09 hours",100.71,null],[2,"0.38 hours",83.13,null],[3,"0.33 hours",84.74,null],[4,"0.18 hours",92.54,null],[5,"0.6 hours",77.39,null]],null],["2024-09-12T00:00:00.000Z","Sep '24",201.45,[[0,"0.34 hours",84.4,null],[1,"0.19 hours",91.33,null],[2,"0.55 hours",78.34,null],[3,"0.39 hours",82.73,null],[4,"0.21 hours",90.28,null],[5,"0.66 hours",76.22,null]],null],["2024-10-22T00:00:00.000Z","Oct '24",213.24,[[0,"0.34 hours",84.28,null],[1,"0.16 hours",93.33,null],[2,"0.67 hours",75.89,null],[3,"0.51 hours",79.39,null],[4,"0.25 hours",88.39,null],[5,"1.01 hours",70.82,null]],null],["2024-12-05T00:00:00.000Z","Dec '24",226.2,[[0,"0.65 hours",76.39,null],[1,"0.36 hours",83.6,null],[2,"1.12 hours",69.59,null],[3,"0.69 hours",75.55,null],[4,"0.33 hours",84.71,null],[5,"1.43 hours",66.57,null]],null],["2025-02-24T00:00:00.000Z","Feb '25",250.06,[[0,"1.01 hours",70.92,null],[1,"0.56 hours",78.26,null],[2,"1.79 hours",63.8,null],[3,"0.92 hours",72.02,null],[4,"0.48 hours",80.05,null],[5,"1.49 hours",66.09,null]],null],["2025-04-16T00:00:00.000Z","Apr '25",265.09,[[0,"2 hours",62.45,null],[1,"1.22 hours",68.58,null],[2,"3.19 hours",56.63,null],[3,"1.52 hours",65.78,null],[4,"0.78 hours",74.14,null],[5,"2.63 hours",59.01,null]],null],["2025-07-09T00:00:00.000Z","Jul '25",289.84,[[3,"1.75 hours",64.09,null],[4,"0.79 hours",73.88,null],[5,"3.47 hours",55.59,null]],null],["2025-08-05T00:00:00.000Z","Aug '25",297.79,[[3,"1.82 hours",63.58,null],[4,"0.93 hours",71.86,null],[5,"3.35 hours",56.05,null]],null],["2025-08-07T00:00:00.000Z","Aug '25",298.38,[[0,"3.38 hours",55.91,null],[1,"1.9 hours",63.03,null],[2,"6.78 hours",47.31,null],[3,"2.18 hours",61.35,null],[4,"1.13 hours",69.5,null],[5,"4.13 hours",53.44,null]],null],["2025-11-18T00:00:00.000Z","Nov '25",328.73,[[0,"3.74 hours",54.68,null],[1,"2.28 hours",60.79,null],[2,"6.46 hours",47.91,null]],null],["2025-11-19T00:00:00.000Z","Nov '25",329.02,[[3,"2.7 hours",58.69,null],[4,"1.34 hours",67.41,null],[5,"5.61 hours",49.66,null]],null],["2025-11-24T00:00:00.000Z","Nov '25",330.49,[[0,"4.88 hours",51.37,null],[1,"2.68 hours",58.82,null],[2,"10.64 hours",41.73,null],[3,"4.11 hours",53.5,null],[4,"1.74 hours",64.16,null],[5,"13.69 hours",38.61,null]],null],["2025-12-11T00:00:00.000Z","Dec '25",335.5,[[0,"5.87 hours",49.09,null],[1,"3.19 hours",56.65,null],[2,"14.37 hours",38.01,null]],null],["2026-02-05T00:00:00.000Z","Feb '26",352,[[0,"11.98 hours",40.26,null],[1,"5.32 hours",50.31,null],[2,"16 hours",36.68,null]],null]]}TH1.1 50% horizon estimate: 12 on Feb '26. TH1.1 95% CI lower: 5.3 on Feb '26. TH1.1 95% CI upper (16h cap): 16 on Feb '26. TH1 50% horizon estimate: 4.1 on Nov '25. TH1 95% CI lower: 1.7 on Nov '25. TH1 95% CI upper (16h cap): 13.7 on Nov '25
SOURCE: METR eval-analysis-public

MLPerf Inference Best-System Throughput

MLPerf Inference Best-System Throughput

The best valid MLPerf Llama 2 70B Server result reached 1,016,375 tokens per second tokens per second in the 2026-03-26 round.10M1M100K10KJul '24Jan '25Jul '25Jan '26{"f":[360,170,40,8],"s":[["Best valid Llama 2 70B Server result","#2563eb"]],"p":[["2024-03-27T00:00:00.000Z","Mar '24",40,[[0,"29,526.33 tokens per second",127,null]],null],["2024-08-28T00:00:00.000Z","Aug '24",105.91,[[0,"82,273.2 tokens per second",107.12,null]],null],["2025-04-01T00:00:00.000Z","Apr '25",198.35,[[0,"98,443.3 tokens per second",103.64,null]],null],["2025-09-04T00:00:00.000Z","Sep '25",265.12,[[0,"153,076.32 tokens per second",95.07,null]],null],["2026-03-26T00:00:00.000Z","Mar '26",352,[[0,"1,016,375 tokens per second",58.35,null]],null]]}Best valid Llama 2 70B Server result: 1M on Mar '26
SOURCE: MLCommons MLPerf Inference results

Largest Documented Training Compute by Release Year: China vs. U.S.

Largest Documented Training Compute by Release Year: China vs. U.S.

  • China — annual documented maximum
  • U.S. — annual documented maximum
In 2026-08-24, Epoch's largest documented notable-model estimate was 20,001 zettaFLOP zettaFLOP for China and 38,700 zettaFLOP zettaFLOP for the U.S.1M100K10K1KJan '24Jan '25Jul '26{"f":[360,150,40,8],"s":[["China — annual documented maximum","#DE2910"],["U.S. — annual documented maximum","#3C3B6E"]],"p":[["2023-12-31T00:00:00.000Z","Dec '23",40,[[0,"1,300 zettaFLOP",123.67,null],[1,"50,000 zettaFLOP",63.44,null]],null],["2024-12-31T00:00:00.000Z","Dec '24",158.09,[[0,"25,050 zettaFLOP",74.85,null],[1,"38,000 zettaFLOP",67.97,null]],null],["2025-12-31T00:00:00.000Z","Dec '25",275.86,[[0,"15,120 zettaFLOP",83.18,null],[1,"500,000 zettaFLOP",25.44,null]],null],["2026-08-24T00:00:00.000Z","Aug '26",352,[[0,"20,001 zettaFLOP",78.56,null],[1,"38,700 zettaFLOP",67.67,null]],null]]}China — annual documented maximum: 20K on Aug '26. U.S. — annual documented maximum: 38.7K on Aug '26
SOURCE: Epoch AI Models Dataset

Frontier Model Training Compute

Frontier Model Training Compute

The latest record event in Epoch AI's published frontier-model file is Grok 4 at about 500,000 zettaFLOP, versus 21,000 zettaFLOP for GPT-4 in March 2023.1M100K10KJul '23Jul '24Jul '25{"f":[360,170,40,8],"s":[["Training-compute record frontier","#7C3AED"]],"p":[["2023-03-15T00:00:00.000Z","Mar '23",40,[[0,"21,000 zettaFLOP",126.41,null]],null],["2023-12-05T23:59:59.000Z","Dec '23",137.98,[[0,"21,000 zettaFLOP",126.41,null]],null],["2023-12-06T00:00:00.000Z","Dec '23",137.98,[[0,"50,000 zettaFLOP",101.17,null]],null],["2025-02-16T23:59:59.000Z","Feb '25",299.69,[[0,"50,000 zettaFLOP",101.17,null]],null],["2025-02-17T00:00:00.000Z","Feb '25",299.69,[[0,"350,000 zettaFLOP",44.55,null]],null],["2025-02-26T23:59:59.000Z","Feb '25",303.38,[[0,"350,000 zettaFLOP",44.55,null]],null],["2025-02-27T00:00:00.000Z","Feb '25",303.38,[[0,"380,000 zettaFLOP",42.15,null]],null],["2025-07-08T23:59:59.000Z","Jul '25",352,[[0,"380,000 zettaFLOP",42.15,null]],null],["2025-07-09T00:00:00.000Z","Jul '25",352,[[0,"500,000 zettaFLOP",34.17,null]],null]]}Training-compute record frontier: 500K on Jul '25
SOURCE: Epoch AI — Data on AI Models

Maximum API Model Context Window Over Time

Maximum API Model Context Window Over Time

The documented record API context window was 10,000,000 tokens as of 2026-08-27.10M1M100KJul '23Jan '25Jul '26{"f":[360,170,40,8],"s":[["Record maximum context","#9333ea"]],"p":[["2023-05-11T00:00:00.000Z","May '23",40,[[0,"100,000 tokens",148,null]],null],["2023-11-06T00:00:00.000Z","Nov '23",86.39,[[0,"128,000 tokens",140.82,null]],null],["2023-11-21T00:00:00.000Z","Nov '23",90.27,[[0,"200,000 tokens",127.83,null]],null],["2024-05-21T00:00:00.000Z","May '24",137.44,[[0,"10,000,000 tokens",14,null]],null],["2026-08-27T00:00:00.000Z","Aug '26",352,[[0,"10,000,000 tokens",14,null]],null]]}Record maximum context: 10M on Aug '26
SOURCE: Official provider announcements and documentation, with Wayback corroboration

Open-Weight Share of Frontier Model Releases

Open-Weight Share of Frontier Model Releases

Open-weight models accounted for 9.09% of Epoch frontier-model releases in the trailing 12 months ending 2025-07-31.30%20%10%0%Jan '24Jul '24Jan '25Jul '25{"f":[360,170,40,8],"s":[["Open-weight share (trailing 12 months)","#7C3AED"]],"p":[["2023-12-31T00:00:00.000Z","Dec '23",40,[[0,"10%",103.33,null]],null],["2024-01-31T00:00:00.000Z","Jan '24",56.73,[[0,"9.09%",107.39,null]],null],["2024-02-29T00:00:00.000Z","Feb '24",72.39,[[0,"8.33%",110.78,null]],null],["2024-03-31T00:00:00.000Z","Mar '24",89.12,[[0,"8.33%",110.78,null]],null],["2024-04-30T00:00:00.000Z","Apr '24",105.31,[[0,"8.33%",110.78,null]],null],["2024-05-31T00:00:00.000Z","May '24",122.05,[[0,"8.33%",110.78,null]],null],["2024-06-30T00:00:00.000Z","Jun '24",138.24,[[0,"15.38%",79.28,null]],null],["2024-07-31T00:00:00.000Z","Jul '24",154.98,[[0,"23.08%",44.92,null]],null],["2024-08-31T00:00:00.000Z","Aug '24",171.71,[[0,"18.75%",64.25,null]],null],["2024-09-30T00:00:00.000Z","Sep '24",187.9,[[0,"14.29%",84.19,null]],null],["2024-10-31T00:00:00.000Z","Oct '24",204.64,[[0,"14.29%",84.19,null]],null],["2024-11-30T00:00:00.000Z","Nov '24",220.83,[[0,"15.38%",79.28,null]],null],["2024-12-31T00:00:00.000Z","Dec '24",237.56,[[0,"16.67%",73.56,null]],null],["2025-01-31T00:00:00.000Z","Jan '25",254.3,[[0,"16.67%",73.56,null]],null],["2025-02-28T00:00:00.000Z","Feb '25",269.41,[[0,"15.38%",79.28,null]],null],["2025-03-31T00:00:00.000Z","Mar '25",286.15,[[0,"21.43%",52.29,null]],null],["2025-04-30T00:00:00.000Z","Apr '25",302.34,[[0,"21.43%",52.29,null]],null],["2025-05-31T00:00:00.000Z","May '25",319.07,[[0,"23.08%",44.92,null]],null],["2025-06-30T00:00:00.000Z","Jun '25",335.27,[[0,"18.18%",66.79,null]],null],["2025-07-31T00:00:00.000Z","Jul '25",352,[[0,"9.09%",107.39,null]],null]]}Open-weight share (trailing 12 months): 9.1% on Jul '25
SOURCE: Epoch AI Models dataset

Frontier Model API Lifespan by Release Date

Frontier Model API Lifespan by Release Date

  • OpenAI
  • Anthropic
  • Google
Among each provider’s latest plotted release, OpenAI has the largest completed or right-censored age at 385 days.1.5K1K5000Jul '23Jul '24Jul '25{"f":[360,150,40,8],"s":[["OpenAI","#16a34a"],["Anthropic","#ea580c"],["Google","#2563eb"]],"p":[["2023-03-14T00:00:00.000Z","Mar '23",40,[[0,"1,108 days",43.79,null]],null],["2023-07-11T00:00:00.000Z","Jul '23",77.89,[[1,"741 days",71.68,null]],null],["2024-03-04T00:00:00.000Z","Mar '24",153.34,[[1,"672 days",76.93,null]],null],["2024-06-21T00:00:00.000Z","Jun '24",188.04,[[1,"494 days",90.46,null]],null],["2024-09-12T00:00:00.000Z","Sep '24",214.47,[[0,"319 days",103.76,null]],null],["2025-02-24T00:00:00.000Z","Feb '25",267,[[1,"360 days",100.64,null]],null],["2025-02-27T00:00:00.000Z","Feb '25",267.95,[[0,"137 days",117.59,null]],null],["2025-05-06T00:00:00.000Z","May '25",289.6,[[2,"210 days",112.04,null]],null],["2025-05-22T00:00:00.000Z","May '25",294.69,[[1,"389 days",98.44,null]],null],["2025-08-05T00:00:00.000Z","Aug '25",318.57,[[1,"365 days",100.26,null]],null],["2025-08-07T00:00:00.000Z","Aug '25",319.21,[[0,"385 days",98.74,"censored"]],null],["2025-11-18T00:00:00.000Z","Nov '25",352,[[2,"111 days",119.56,null]],null]]}OpenAI: 385 on Aug '25. Anthropic: 365 on Aug '25. Google: 111 on Nov '25
SOURCE: Official OpenAI, Anthropic, and Google launch and model-lifecycle pages

Frontier Model Releases per Month by Lab

Frontier Model Releases per Month by Lab

  • OpenAI
  • Google
  • Anthropic
  • xAI
  • Meta AI
  • NVIDIA
  • Z.ai
  • Other
As of 2026-07-31, OpenAI records 0 models.3210Jan '23Jan '24Jan '25Jul '26{"f":[360,150,40,8],"s":[["OpenAI","#10a37f"],["Google","#4285f4"],["Anthropic","#d97757"],["xAI","#111111"],["Meta AI","#0866ff"],["NVIDIA","#76b900"],["Z.ai","#7c3aed"],["Other","#94a3b8"]],"p":[["2023-01-31T00:00:00.000Z","Jan '23",43.63,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2023-02-28T00:00:00.000Z","Feb '23",50.88,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2023-03-31T00:00:00.000Z","Mar '23",58.14,[[0,"1 models",109,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"1 models"],["2023-04-30T00:00:00.000Z","Apr '23",65.4,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"1 models",109,null]],"1 models"],["2023-05-31T00:00:00.000Z","May '23",72.65,[[0,"0 models",128,null],[1,"1 models",109,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"1 models"],["2023-06-30T00:00:00.000Z","Jun '23",79.91,[[0,"1 models",109,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"1 models"],["2023-07-31T00:00:00.000Z","Jul '23",87.16,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"1 models",109,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"1 models"],["2023-08-31T00:00:00.000Z","Aug '23",94.42,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2023-09-30T00:00:00.000Z","Sep '23",101.67,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"2 models",90,null]],"2 models"],["2023-10-31T00:00:00.000Z","Oct '23",108.93,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2023-11-30T00:00:00.000Z","Nov '23",116.19,[[0,"1 models",109,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"1 models",71,null]],"2 models"],["2023-12-31T00:00:00.000Z","Dec '23",123.44,[[0,"0 models",128,null],[1,"1 models",109,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"1 models"],["2024-01-31T00:00:00.000Z","Jan '24",130.7,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"1 models",109,null],[7,"0 models",128,null]],"1 models"],["2024-02-29T00:00:00.000Z","Feb '24",137.95,[[0,"0 models",128,null],[1,"1 models",109,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"1 models"],["2024-03-31T00:00:00.000Z","Mar '24",145.21,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"1 models",109,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"1 models"],["2024-04-30T00:00:00.000Z","Apr '24",152.47,[[0,"1 models",109,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"1 models"],["2024-05-31T00:00:00.000Z","May '24",159.72,[[0,"1 models",109,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"1 models"],["2024-06-30T00:00:00.000Z","Jun '24",166.98,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"1 models",109,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"1 models",71,null],[6,"0 models",128,null],[7,"0 models",128,null]],"2 models"],["2024-07-31T00:00:00.000Z","Jul '24",174.23,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"1 models",109,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"1 models"],["2024-08-31T00:00:00.000Z","Aug '24",181.49,[[0,"1 models",109,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"1 models",71,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"1 models",33,null],[7,"0 models",128,null]],"3 models"],["2024-09-30T00:00:00.000Z","Sep '24",188.74,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2024-10-31T00:00:00.000Z","Oct '24",196,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2024-11-30T00:00:00.000Z","Nov '24",203.26,[[0,"1 models",109,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"1 models"],["2024-12-31T00:00:00.000Z","Dec '24",210.51,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2025-01-31T00:00:00.000Z","Jan '25",217.77,[[0,"1 models",109,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"1 models"],["2025-02-28T00:00:00.000Z","Feb '25",225.02,[[0,"1 models",109,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"1 models",71,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"2 models"],["2025-03-31T00:00:00.000Z","Mar '25",232.28,[[0,"1 models",109,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"1 models",71,null],[6,"0 models",128,null],[7,"0 models",128,null]],"2 models"],["2025-04-30T00:00:00.000Z","Apr '25",239.53,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"1 models",109,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"1 models"],["2025-05-31T00:00:00.000Z","May '25",246.79,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2025-06-30T00:00:00.000Z","Jun '25",254.05,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2025-07-31T00:00:00.000Z","Jul '25",261.3,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"1 models",109,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"1 models"],["2025-08-31T00:00:00.000Z","Aug '25",268.56,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2025-09-30T00:00:00.000Z","Sep '25",275.81,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2025-10-31T00:00:00.000Z","Oct '25",283.07,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2025-11-30T00:00:00.000Z","Nov '25",290.33,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2025-12-31T00:00:00.000Z","Dec '25",297.58,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2026-01-31T00:00:00.000Z","Jan '26",304.84,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2026-02-28T00:00:00.000Z","Feb '26",312.09,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2026-03-31T00:00:00.000Z","Mar '26",319.35,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2026-04-30T00:00:00.000Z","Apr '26",326.6,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2026-05-31T00:00:00.000Z","May '26",333.86,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2026-06-30T00:00:00.000Z","Jun '26",341.12,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2026-07-31T00:00:00.000Z","Jul '26",348.37,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"]]}OpenAI: 0 on Jul '26. Google: 0 on Jul '26. Anthropic: 0 on Jul '26. xAI: 0 on Jul '26. Meta AI: 0 on Jul '26. NVIDIA: 0 on Jul '26. Z.ai: 0 on Jul '26. Other: 0 on Jul '26
SOURCE: Epoch AI — Frontier AI Models

Pricing

The changing cost of accessing AI capability, from API tokens to compute.

Model PricingInfrastructure Cost

View all (3) →

API Input List Price by Capability Tier and Vendor

API Input List Price by Capability Tier and Vendor

  • OpenAI flagship
  • Anthropic flagship
  • OpenAI economy
  • Anthropic economy
Anthropic flagship input pricing was $10 per million tokens in 2026-08-21.$30$20$10$0Jul '23Jan '25Jul '26{"f":[360,150,40,8],"s":[["OpenAI flagship","#10A37F"],["Anthropic flagship","#D97757"],["OpenAI economy","#34D399"],["Anthropic economy","#F59E0B"]],"p":[["2023-07-11T00:00:00.000Z","Jul '23",40,[[0,"$30",14,null],[1,"$11.02",86.12,null],[2,"$1.5",122.3,null],[3,"$1.63",121.81,null]],null],["2023-11-06T00:00:00.000Z","Nov '23",72.38,[[0,"$10",90,null],[1,"$11.02",86.12,null],[2,"$1",124.2,null],[3,"$1.63",121.81,null]],null],["2024-01-25T00:00:00.000Z","Jan '24",94.33,[[2,"$0.5",126.1,null],[3,"$1.63",121.81,null]],null],["2024-03-04T00:00:00.000Z","Mar '24",105.03,[[0,"$10",90,null],[1,"$15",71,null]],null],["2024-03-13T00:00:00.000Z","Mar '24",107.5,[[2,"$0.5",126.1,null],[3,"$0.25",127.05,null]],null],["2024-05-13T00:00:00.000Z","May '24",124.24,[[0,"$10",90,null],[1,"$15",71,null]],null],["2024-07-18T00:00:00.000Z","Jul '24",142.35,[[2,"$0.15",127.43,null],[3,"$0.25",127.05,null]],null],["2024-08-06T00:00:00.000Z","Aug '24",147.57,[[0,"$2.5",118.5,null],[1,"$15",71,null]],null],["2024-12-03T00:00:00.000Z","Dec '24",180.22,[[2,"$0.15",127.43,null],[3,"$0.8",124.96,null]],null],["2025-04-14T00:00:00.000Z","Apr '25",216.44,[[0,"$2",120.4,null],[1,"$15",71,null],[2,"$0.1",127.62,null],[3,"$0.8",124.96,null]],null],["2025-08-07T00:00:00.000Z","Aug '25",248,[[0,"$1.25",123.25,null],[1,"$15",71,null],[2,"$0.05",127.81,null],[3,"$0.8",124.96,null]],null],["2025-10-15T00:00:00.000Z","Oct '25",266.93,[[2,"$0.05",127.81,null],[3,"$1",124.2,null]],null],["2025-11-24T00:00:00.000Z","Nov '25",277.91,[[0,"$1.25",123.25,null],[1,"$5",109,null]],null],["2025-12-11T00:00:00.000Z","Dec '25",282.58,[[0,"$1.75",121.35,null],[1,"$5",109,null]],null],["2026-03-05T00:00:00.000Z","Mar '26",305.63,[[0,"$2.5",118.5,null],[1,"$5",109,null]],null],["2026-03-17T00:00:00.000Z","Mar '26",308.92,[[2,"$0.2",127.24,null],[3,"$1",124.2,null]],null],["2026-06-10T00:00:00.000Z","Jun '26",332.24,[[0,"$2.5",118.5,null],[1,"$10",90,null]],null],["2026-06-12T00:00:00.000Z","Jun '26",332.79,[[0,"$2.5",118.5,null],[1,"$5",109,null]],null],["2026-07-01T00:00:00.000Z","Jul '26",338.01,[[0,"$2.5",118.5,null],[1,"$10",90,null]],null],["2026-07-09T00:00:00.000Z","Jul '26",340.2,[[0,"$5",109,null],[1,"$10",90,null],[2,"$1",124.2,null],[3,"$1",124.2,null]],null],["2026-07-30T00:00:00.000Z","Jul '26",345.96,[[2,"$0.2",127.24,null],[3,"$1",124.2,null]],null],["2026-08-21T00:00:00.000Z","Aug '26",352,[[0,"$4",112.8,null],[1,"$10",90,null]],null]]}OpenAI flagship: $4 on Aug '26. Anthropic flagship: $10 on Aug '26. OpenAI economy: $0.2 on Jul '26. Anthropic economy: $1 on Jul '26
SOURCE: OpenAI and Anthropic official pricing and release pages; Internet Archive

Minimum API Price at ECI ≥125

Minimum API Price at ECI ≥125

The minimum blended API price for ECI ≥ 125 fell from $37.50 to $0.1225 per million tokens across the observed frontier.$100$10$1$0.1Jul '23Jan '24Jul '24{"f":[360,170,40,8],"s":[["Lowest API price at ECI ≥ 125","#7C3AED"]],"p":[["2023-03-14T00:00:00.000Z","Mar '23",40,[[0,"$37.5",33.03,null]],null],["2024-05-13T00:00:00.000Z","May '24",247.68,[[0,"$7.5",64.25,null]],null],["2024-06-20T00:00:00.000Z","Jun '24",266.2,[[0,"$6",68.58,null]],null],["2024-07-18T00:00:00.000Z","Jul '24",279.85,[[0,"$0.26",129.46,null]],null],["2024-09-24T00:00:00.000Z","Sep '24",313,[[0,"$0.13",142.91,null]],null],["2024-12-13T00:00:00.000Z","Dec '24",352,[[0,"$0.12",144.06,null]],null]]}Lowest API price at ECI ≥ 125: $0.1 on Dec '24
SOURCE: Epoch AI

PJM Base Residual Auction Clearing Price

PJM Base Residual Auction Clearing Price

The latest PJM RTO clearing price is $325 per MW-day for the delivery year beginning 2028-06-01.$400$300$200$100$0Jun '12Jun '16Jun '20Jun '28{"f":[360,170,40,8],"s":[["PJM RTO","#dc2626"]],"p":[["2012-06-01T00:00:00.000Z","Jun '12",49.18,[[0,"$16.46",145.24,null]],null],["2013-06-01T00:00:00.000Z","Jun '13",67.53,[[0,"$27.73",143.36,null]],null],["2014-06-01T00:00:00.000Z","Jun '14",85.88,[[0,"$125.99",126.9,null]],null],["2015-06-01T00:00:00.000Z","Jun '15",104.24,[[0,"$136",125.22,null]],null],["2016-06-01T00:00:00.000Z","Jun '16",122.59,[[0,"$59.37",138.06,null]],null],["2017-06-01T00:00:00.000Z","Jun '17",140.94,[[0,"$120",127.9,null]],null],["2018-06-01T00:00:00.000Z","Jun '18",159.29,[[0,"$164.77",120.4,null]],null],["2019-06-01T00:00:00.000Z","Jun '19",177.65,[[0,"$100",131.25,null]],null],["2020-06-01T00:00:00.000Z","Jun '20",196,[[0,"$76.53",135.18,null]],null],["2021-06-01T00:00:00.000Z","Jun '21",214.35,[[0,"$140",124.55,null]],null],["2022-06-01T00:00:00.000Z","Jun '22",232.71,[[0,"$50",139.63,null]],null],["2023-06-01T00:00:00.000Z","Jun '23",251.06,[[0,"$34.13",142.28,null]],null],["2024-06-01T00:00:00.000Z","Jun '24",269.41,[[0,"$28.92",143.16,null]],null],["2025-06-01T00:00:00.000Z","Jun '25",287.76,[[0,"$269.92",102.79,null]],null],["2026-06-01T00:00:00.000Z","Jun '26",306.12,[[0,"$329.17",92.86,null]],null],["2027-06-01T00:00:00.000Z","Jun '27",324.47,[[0,"$333.44",92.15,null]],null],["2028-06-01T00:00:00.000Z","Jun '28",342.82,[[0,"$325",93.56,null]],null]]}PJM RTO: $325 on Jun '28
SOURCE: PJM Reliability Pricing Model auction results

Demand

Token consumption, hyperscaler investment, cloud AI revenue, and market adoption.

UsageInvestmentAdoptionDeveloper AdoptionModel UsageResearch Output

View all (20) →

AI Chat Search Interest

AI Chat Search Interest

  • ChatGPT
  • Claude
  • Gemini
  • DeepSeek
  • Perplexity
  • Grok
  • Kimi
  • Qwen
As of 2026-08-01, ChatGPT leads worldwide Google search interest for AI chat products at 82.5 index points.1001010.10Jan '23Jan '24Jan '25Jul '26{"f":[360,150,40,8],"s":[["ChatGPT","#2563eb"],["Claude","#ea580c"],["Gemini","#0891b2"],["DeepSeek","#d97706"],["Perplexity","#dc2626"],["Grok","#9333ea"],["Kimi","#db2777"],["Qwen","#16a34a"]],"p":[["2022-12-01T00:00:00.000Z","Dec '22",40,[[0,"4.63 index points",52.04,null]],null],["2023-01-01T00:00:00.000Z","Jan '23",47.22,[[0,"10.08 index points",42.4,null]],null],["2023-02-01T00:00:00.000Z","Feb '23",54.45,[[0,"17.99 index points",35.23,null]],null],["2023-03-01T00:00:00.000Z","Mar '23",60.97,[[0,"19.79 index points",34.05,null]],null],["2023-04-01T00:00:00.000Z","Apr '23",68.19,[[0,"22.42 index points",32.51,null],[4,"0.33 index points",84.77,null]],null],["2023-05-01T00:00:00.000Z","May '23",75.18,[[0,"22.62 index points",32.4,null],[4,"0.33 index points",84.77,null]],null],["2023-06-01T00:00:00.000Z","Jun '23",82.41,[[0,"20.31 index points",33.73,null],[1,"0.13 index points",96.66,null],[4,"0.33 index points",84.77,null]],null],["2023-07-01T00:00:00.000Z","Jul '23",89.4,[[0,"17.07 index points",35.88,null],[4,"0.33 index points",84.77,null]],null],["2023-08-01T00:00:00.000Z","Aug '23",96.62,[[0,"17.48 index points",35.59,null],[4,"0.33 index points",84.77,null]],null],["2023-09-01T00:00:00.000Z","Sep '23",103.84,[[0,"21.08 index points",33.27,null],[4,"0.49 index points",79.75,null]],null],["2023-10-01T00:00:00.000Z","Oct '23",110.83,[[0,"23.65 index points",31.85,null],[4,"0.88 index points",72.57,null],[6,"0.04 index points",109.83,null]],null],["2023-11-01T00:00:00.000Z","Nov '23",118.06,[[0,"25.45 index points",30.94,null],[1,"0.13 index points",96.07,null],[4,"0.99 index points",71.1,null],[5,"0.45 index points",80.83,null]],null],["2023-12-01T00:00:00.000Z","Dec '23",125.05,[[0,"21.59 index points",32.97,null],[2,"0.53 index points",78.96,null],[4,"0.72 index points",75.01,null],[6,"0.04 index points",109.83,null]],null],["2024-01-01T00:00:00.000Z","Jan '24",132.27,[[0,"23.14 index points",32.12,null],[4,"0.72 index points",75.08,null]],null],["2024-02-01T00:00:00.000Z","Feb '24",139.5,[[0,"25.45 index points",30.94,null],[1,"0.13 index points",96.07,null],[2,"0.9 index points",72.26,null],[4,"0.85 index points",72.97,null]],null],["2024-03-01T00:00:00.000Z","Mar '24",146.25,[[0,"25.3 index points",31.01,null],[1,"0.73 index points",74.95,null],[2,"0.76 index points",74.35,null],[4,"1.05 index points",70.41,null],[6,"0.04 index points",109.83,null]],null],["2024-04-01T00:00:00.000Z","Apr '24",153.48,[[0,"27.76 index points",29.86,null],[1,"0.5 index points",79.53,null],[2,"0.76 index points",74.35,null],[4,"1.06 index points",70.24,null],[6,"0.16 index points",93.79,null]],null],["2024-05-01T00:00:00.000Z","May '24",160.47,[[0,"29.56 index points",29.08,null],[1,"0.44 index points",81.25,null],[2,"0.82 index points",73.49,null],[4,"1.28 index points",67.95,null]],null],["2024-06-01T00:00:00.000Z","Jun '24",167.69,[[0,"26.12 index points",30.62,null],[1,"0.48 index points",80.17,null],[2,"0.66 index points",76.2,null],[4,"1.05 index points",70.41,null],[6,"0.04 index points",109.83,null]],null],["2024-07-01T00:00:00.000Z","Jul '24",174.68,[[0,"23.65 index points",31.85,null],[1,"0.63 index points",76.68,null],[2,"0.57 index points",77.85,null],[4,"0.99 index points",71.1,null],[6,"0.24 index points",88.62,null]],null],["2024-08-01T00:00:00.000Z","Aug '24",181.9,[[0,"29.82 index points",28.98,null],[1,"0.69 index points",75.57,null],[2,"0.76 index points",74.35,null],[4,"1.13 index points",69.44,null],[5,"0.33 index points",84.77,null],[6,"0.32 index points",84.98,null]],null],["2024-09-01T00:00:00.000Z","Sep '24",189.13,[[0,"41.34 index points",24.93,null],[1,"0.82 index points",73.4,null],[2,"0.76 index points",74.35,null],[4,"1.59 index points",65.28,null]],null],["2024-10-01T00:00:00.000Z","Oct '24",196.12,[[0,"48.84 index points",22.87,null],[1,"0.93 index points",71.84,null],[2,"0.76 index points",74.35,null],[4,"1.84 index points",63.42,null],[6,"0.16 index points",93.79,null]],null],["2024-11-01T00:00:00.000Z","Nov '24",203.34,[[0,"52.96 index points",21.87,null],[1,"1 index points",71.03,null],[2,"0.76 index points",74.35,null],[4,"1.98 index points",62.52,null]],null],["2024-12-01T00:00:00.000Z","Dec '24",210.33,[[0,"46.68 index points",23.43,null],[1,"0.92 index points",72,null],[2,"0.81 index points",73.66,null],[4,"1.53 index points",65.73,null],[5,"0.53 index points",78.95,null],[6,"0.18 index points",92.57,null]],null],["2025-01-01T00:00:00.000Z","Jan '25",217.55,[[0,"51.41 index points",22.23,null],[1,"0.93 index points",71.84,null],[2,"0.76 index points",74.35,null],[3,"9.14 index points",43.61,null],[4,"1.6 index points",65.21,null],[5,"0.33 index points",84.77,null],[6,"0.24 index points",88.62,null],[7,"0.37 index points",83.3,null]],null],["2025-02-01T00:00:00.000Z","Feb '25",224.78,[[0,"59.13 index points",20.5,null],[1,"1.12 index points",69.58,null],[2,"0.76 index points",74.35,null],[3,"9.35 index points",43.33,null],[4,"2.05 index points",62.09,null],[5,"1.73 index points",64.25,null],[6,"0.24 index points",88.62,null],[7,"0.49 index points",79.74,null]],null],["2025-03-01T00:00:00.000Z","Mar '25",231.3,[[0,"70.95 index points",18.25,null],[1,"1.92 index points",62.94,null],[2,"0.9 index points",72.31,null],[3,"5.67 index points",49.53,null],[4,"2.04 index points",62.17,null],[5,"4.41 index points",52.65,null],[6,"0.31 index points",85.63,null],[7,"0.33 index points",84.76,null]],null],["2025-04-01T00:00:00.000Z","Apr '25",238.52,[[0,"77.12 index points",17.22,null],[1,"1.5 index points",66.02,null],[2,"1 index points",71.05,null],[3,"5.42 index points",50.08,null],[4,"2.13 index points",61.67,null],[5,"2.3 index points",60.68,null],[6,"0.24 index points",88.62,null],[7,"0.33 index points",84.76,null]],null],["2025-05-01T00:00:00.000Z","May '25",245.51,[[0,"81.49 index points",16.53,null],[1,"2.43 index points",60.01,null],[2,"1.12 index points",69.58,null],[3,"5.1 index points",50.83,null],[4,"2.37 index points",60.3,null],[5,"1.97 index points",62.59,null],[6,"0.24 index points",88.62,null],[7,"0.33 index points",84.76,null]],null],["2025-06-01T00:00:00.000Z","Jun '25",252.74,[[0,"84.32 index points",16.11,null],[1,"2.57 index points",59.34,null],[2,"1.3 index points",67.72,null],[3,"4.37 index points",52.76,null],[4,"2.83 index points",58.1,null],[5,"1.78 index points",63.9,null],[6,"0.24 index points",88.62,null],[7,"0.33 index points",84.76,null]],null],["2025-07-01T00:00:00.000Z","Jul '25",259.73,[[0,"83.03 index points",16.3,null],[1,"2.18 index points",61.34,null],[2,"1.25 index points",68.23,null],[3,"3.26 index points",56.37,null],[4,"3.01 index points",57.35,null],[5,"3.12 index points",56.9,null],[6,"0.32 index points",84.98,null],[7,"0.33 index points",84.76,null]],null],["2025-08-01T00:00:00.000Z","Aug '25",266.95,[[0,"93.57 index points",14.82,null],[1,"3.46 index points",55.63,null],[2,"3.14 index points",56.85,null],[3,"3.46 index points",55.64,null],[4,"3.54 index points",55.34,null],[5,"2.63 index points",59.03,null],[6,"0.24 index points",88.62,null],[7,"0.59 index points",77.48,null]],null],["2025-09-01T00:00:00.000Z","Sep '25",274.17,[[0,"99.23 index points",14.1,null],[1,"2.93 index points",57.71,null],[2,"19.98 index points",33.93,null],[3,"3.54 index points",55.34,null],[4,"4 index points",53.83,null],[5,"2.14 index points",61.6,null],[6,"0.24 index points",88.62,null],[7,"0.58 index points",77.83,null]],null],["2025-10-01T00:00:00.000Z","Oct '25",281.17,[[0,"100 index points",14,null],[1,"3.18 index points",56.69,null],[2,"6.72 index points",47.42,null],[3,"3.76 index points",54.61,null],[4,"4.04 index points",53.72,null],[5,"2.88 index points",57.92,null],[6,"0.24 index points",88.62,null],[7,"0.66 index points",76.18,null]],null],["2025-11-01T00:00:00.000Z","Nov '25",288.39,[[0,"98.3 index points",14.21,null],[1,"3.36 index points",55.99,null],[2,"5.78 index points",49.29,null],[3,"3.54 index points",55.34,null],[4,"3.63 index points",55.05,null],[5,"3.35 index points",56.02,null],[6,"0.64 index points",76.61,null],[7,"0.66 index points",76.18,null]],null],["2025-12-01T00:00:00.000Z","Dec '25",295.38,[[0,"77.38 index points",17.17,null],[1,"2.99 index points",57.45,null],[2,"5.48 index points",49.95,null],[3,"2.69 index points",58.74,null],[4,"2.41 index points",60.11,null],[5,"3.45 index points",55.67,null],[6,"0.32 index points",84.98,null],[7,"0.41 index points",82,null]],null],["2026-01-01T00:00:00.000Z","Jan '26",302.6,[[0,"83.29 index points",16.26,null],[1,"4.86 index points",51.44,null],[2,"5.35 index points",50.24,null],[3,"2.77 index points",58.41,null],[4,"2.27 index points",60.86,null],[5,"5.01 index points",51.05,null],[6,"0.41 index points",82.18,null],[7,"0.41 index points",82,null]],null],["2026-02-01T00:00:00.000Z","Feb '26",309.83,[[0,"82.78 index points",16.34,null],[1,"8.47 index points",44.56,null],[2,"5.1 index points",50.83,null],[3,"2.73 index points",58.58,null],[4,"2.45 index points",59.93,null],[5,"4.27 index points",53.02,null],[6,"0.9 index points",72.32,null],[7,"0.66 index points",76.18,null]],null],["2026-03-01T00:00:00.000Z","Mar '26",316.35,[[0,"87.2 index points",15.7,null],[1,"17.35 index points",35.68,null],[2,"5.78 index points",49.29,null],[3,"2.98 index points",57.5,null],[4,"2.78 index points",58.35,null],[5,"5 index points",51.09,null],[6,"1.29 index points",67.81,null],[7,"0.79 index points",73.92,null]],null],["2026-04-01T00:00:00.000Z","Apr '26",323.57,[[0,"84.32 index points",16.11,null],[1,"20.23 index points",33.78,null],[2,"5.66 index points",49.54,null],[3,"3.61 index points",55.1,null],[4,"2.45 index points",59.93,null],[5,"4.36 index points",52.79,null],[6,"1.06 index points",70.24,null],[7,"0.99 index points",71.16,null]],null],["2026-05-01T00:00:00.000Z","May '26",330.56,[[0,"85.96 index points",15.87,null],[1,"20.99 index points",33.32,null],[2,"6.27 index points",48.27,null],[3,"4.02 index points",53.76,null],[4,"2.04 index points",62.17,null],[5,"3.68 index points",54.87,null],[6,"1.16 index points",69.14,null],[7,"0.99 index points",71.16,null]],null],["2026-06-01T00:00:00.000Z","Jun '26",337.79,[[0,"81.23 index points",16.57,null],[1,"21.1 index points",33.26,null],[2,"5.48 index points",49.95,null],[3,"3.3 index points",56.24,null],[4,"1.91 index points",62.96,null],[5,"2.88 index points",57.92,null],[6,"1.31 index points",67.66,null],[7,"0.99 index points",71.16,null]],null],["2026-07-01T00:00:00.000Z","Jul '26",344.78,[[0,"79.18 index points",16.89,null],[1,"17.93 index points",35.28,null],[2,"4.92 index points",51.28,null],[3,"2.91 index points",57.8,null],[4,"1.38 index points",66.99,null],[5,"2.96 index points",57.57,null],[6,"2.46 index points",59.85,null],[7,"0.82 index points",73.42,null]],null],["2026-08-01T00:00:00.000Z","Aug '26",352,[[0,"82.47 index points",16.39,null],[1,"16.46 index points",36.33,null],[2,"4.93 index points",51.26,null],[3,"2.86 index points",57.98,null],[4,"1.22 index points",68.53,null],[5,"2.63 index points",59.03,null],[6,"0.96 index points",71.45,null],[7,"0.92 index points",72.02,null]],null]]}ChatGPT: 82.5 on Aug '26. Claude: 16.5 on Aug '26. Gemini: 4.9 on Aug '26. DeepSeek: 2.9 on Aug '26. Perplexity: 1.2 on Aug '26. Grok: 2.6 on Aug '26. Kimi: 1 on Aug '26. Qwen: 0.9 on Aug '26
SOURCE: Google Trends via The Latent

AI Chat Traffic by Site

AI Chat Traffic by Site

  • ChatGPT
  • Gemini
  • Character
  • DeepSeek
  • Claude
  • Perplexity
  • Grok
  • Copilot
  • Doubao
  • Kimi
  • Poe
  • Qwen
  • Meta AI
  • Yuanbao
  • Manus
  • Genspark
  • GLM
  • Le Chat
As of 2026-07-01, ChatGPT leads AI chat traffic at 5,450 million visits million monthly visits.15B10B5B0Jan '23Jan '24Jan '25Jul '26{"f":[360,150,40,8],"s":[["ChatGPT","#2563eb"],["Gemini","#0891b2"],["Character","#16a34a"],["DeepSeek","#d97706"],["Claude","#ea580c"],["Perplexity","#dc2626"],["Grok","#9333ea"],["Copilot","#db2777"],["Doubao","#475569"],["Kimi","#2563eb"],["Poe","#0891b2"],["Qwen","#16a34a"],["Meta AI","#d97706"],["Yuanbao","#ea580c"],["Manus","#dc2626"],["Genspark","#9333ea"],["GLM","#db2777"],["Le Chat","#475569"]],"p":[["2023-01-01T00:00:00.000Z","Jan '23",43.63,[[0,"0.62B visits",125.66,null],[1,"0B visits",128,null],[2,"0.05B visits",123.15,null],[3,"0B visits",128,null],[4,"0B visits",128,null],[5,"0B visits",122.96,null],[6,"0B visits",128,null],[7,"0B visits",128,null],[8,"0B visits",128,null],[9,"0B visits",128,null],[10,"0.01B visits",122.93,null],[11,"0B visits",128,null],[12,"0B visits",128,null],[13,"0B visits",128,null],[14,"0B visits",128,null],[15,"0B 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visits",72.78,null],[14,"0.02B visits",72.65,null],[15,"0.01B visits",72.54,null],[16,"0B visits",72.49,null],[17,"0.01B visits",72.46,null]],"7.31B visits"],["2025-07-01T00:00:00.000Z","Jul '25",261.3,[[0,"5.72B visits",106.26,null],[1,"0.7B visits",81.87,null],[2,"0.18B visits",78.54,null],[3,"0.35B visits",76.53,null],[4,"0.13B visits",74.72,null],[5,"0.14B visits",73.71,null],[6,"0.2B visits",72.41,null],[7,"0.11B visits",71.22,null],[8,"0.07B visits",70.54,null],[9,"0.03B visits",70.17,null],[10,"0.02B visits",69.99,null],[11,"0.02B visits",69.85,null],[12,"0.01B visits",69.74,null],[13,"0.02B visits",69.62,null],[14,"0.01B visits",69.49,null],[15,"0.01B visits",69.39,null],[16,"0B visits",69.34,null],[17,"0.01B visits",69.31,null]],"7.73B visits"],["2025-08-01T00:00:00.000Z","Aug '25",268.56,[[0,"5.85B visits",105.78,null],[1,"0.72B visits",80.82,null],[2,"0.18B visits",77.38,null],[3,"0.32B visits",75.49,null],[4,"0.15B visits",73.71,null],[5,"0.15B visits",72.58,null],[6,"0.19B visits",71.29,null],[7,"0.11B visits",70.13,null],[8,"0.07B visits",69.42,null],[9,"0.03B visits",69.02,null],[10,"0.02B visits",68.84,null],[11,"0.02B visits",68.7,null],[12,"0.01B visits",68.58,null],[13,"0.02B visits",68.46,null],[14,"0.01B visits",68.33,null],[15,"0.01B visits",68.23,null],[16,"0B visits",68.17,null],[17,"0.01B visits",68.13,null]],"7.88B visits"],["2025-09-01T00:00:00.000Z","Sep '25",275.81,[[0,"5.9B visits",105.56,null],[1,"1.06B visits",79.11,null],[2,"0.19B visits",74.39,null],[3,"0.33B visits",72.42,null],[4,"0.16B visits",70.55,null],[5,"0.19B visits",69.23,null],[6,"0.18B visits",67.83,null],[7,"0.12B visits",66.72,null],[8,"0.08B visits",65.96,null],[9,"0.03B visits",65.53,null],[10,"0.02B visits",65.35,null],[11,"0.02B visits",65.2,null],[12,"0.01B visits",65.07,null],[13,"0.02B visits",64.95,null],[14,"0.01B visits",64.82,null],[15,"0.01B visits",64.72,null],[16,"0B visits",64.65,null],[17,"0.01B visits",64.6,null]],"8.35B visits"],["2025-10-01T00:00:00.000Z","Oct '25",283.07,[[0,"6.17B visits",104.57,null],[1,"1.18B visits",76.65,null],[2,"0.19B visits",71.45,null],[3,"0.36B visits",69.4,null],[4,"0.2B visits",67.3,null],[5,"0.24B visits",65.66,null],[6,"0.2B visits",63.99,null],[7,"0.12B visits",62.77,null],[8,"0.09B visits",61.98,null],[9,"0.03B visits",61.51,null],[10,"0.01B visits",61.33,null],[11,"0.03B visits",61.18,null],[12,"0.02B visits",60.99,null],[13,"0.02B visits",60.82,null],[14,"0.01B visits",60.68,null],[15,"0.01B visits",60.58,null],[16,"0.01B visits",60.5,null],[17,"0.01B visits",60.45,null]],"8.89B visits"],["2025-11-01T00:00:00.000Z","Nov '25",290.33,[[0,"5.84B visits",105.79,null],[1,"1.35B visits",78.45,null],[2,"0.18B visits",72.62,null],[3,"0.35B visits",70.62,null],[4,"0.18B visits",68.62,null],[5,"0.24B visits",67.02,null],[6,"0.23B visits",65.22,null],[7,"0.11B visits",63.92,null],[8,"0.1B visits",63.14,null],[9,"0.04B visits",62.64,null],[10,"0.01B visits",62.45,null],[11,"0.03B visits",62.3,null],[12,"0.02B visits",62.12,null],[13,"0.02B visits",61.95,null],[14,"0.01B visits",61.82,null],[15,"0.01B visits",61.71,null],[16,"0.01B visits",61.63,null],[17,"0.01B visits",61.57,null]],"8.74B visits"],["2025-12-01T00:00:00.000Z","Dec '25",297.58,[[0,"5.52B visits",107.03,null],[1,"1.74B visits",79.47,null],[2,"0.19B visits",72.15,null],[3,"0.33B visits",70.17,null],[4,"0.17B visits",68.27,null],[5,"0.22B visits",66.77,null],[6,"0.27B visits",64.91,null],[7,"0.1B visits",63.51,null],[8,"0.11B visits",62.74,null],[9,"0.04B visits",62.2,null],[10,"0.01B visits",62.01,null],[11,"0.03B visits",61.85,null],[12,"0.02B visits",61.66,null],[13,"0.02B visits",61.5,null],[14,"0.01B visits",61.36,null],[15,"0.02B visits",61.25,null],[16,"0.01B visits",61.16,null],[17,"0.01B visits",61.1,null]],"8.81B visits"],["2026-01-01T00:00:00.000Z","Jan '26",304.84,[[0,"5.72B visits",106.25,null],[1,"2.07B visits",76.65,null],[2,"0.19B visits",68.09,null],[3,"0.3B visits",66.25,null],[4,"0.2B visits",64.34,null],[5,"0.2B visits",62.81,null],[6,"0.31B visits",60.86,null],[7,"0.1B visits",59.29,null],[8,"0.12B visits",58.45,null],[9,"0.04B visits",57.85,null],[10,"0.01B visits",57.67,null],[11,"0.03B visits",57.51,null],[12,"0.02B visits",57.31,null],[13,"0.02B visits",57.16,null],[14,"0.02B visits",57,null],[15,"0.02B visits",56.88,null],[16,"0.01B visits",56.78,null],[17,"0.01B visits",56.71,null]],"9.38B visits"],["2026-02-01T00:00:00.000Z","Feb '26",312.09,[[0,"5.35B visits",107.67,null],[1,"2.11B visits",79.32,null],[2,"0.17B visits",70.64,null],[3,"0.25B visits",69.04,null],[4,"0.29B visits",67,null],[5,"0.18B visits",65.21,null],[6,"0.3B visits",63.4,null],[7,"0.11B visits",61.86,null],[8,"0.14B visits",60.95,null],[9,"0.04B visits",60.29,null],[10,"0.01B visits",60.11,null],[11,"0.03B visits",59.94,null],[12,"0.02B visits",59.74,null],[13,"0.02B visits",59.59,null],[14,"0.02B visits",59.43,null],[15,"0.02B visits",59.28,null],[16,"0.01B visits",59.19,null],[17,"0.01B visits",59.11,null]],"9.07B visits"],["2026-03-01T00:00:00.000Z","Mar '26",319.35,[[0,"5.73B visits",106.23,null],[1,"2.59B visits",74.62,null],[2,"0.19B visits",64.04,null],[3,"0.35B visits",61.98,null],[4,"0.61B visits",58.31,null],[5,"0.16B visits",55.37,null],[6,"0.33B visits",53.53,null],[7,"0.12B visits",51.85,null],[8,"0.15B visits",50.85,null],[9,"0.04B visits",50.13,null],[10,"0.01B visits",49.95,null],[11,"0.04B visits",49.78,null],[12,"0.02B visits",49.57,null],[13,"0.02B visits",49.42,null],[14,"0.03B visits",49.25,null],[15,"0.02B visits",49.09,null],[16,"0.01B visits",48.99,null],[17,"0.01B visits",48.92,null]],"10.41B visits"],["2026-04-01T00:00:00.000Z","Apr '26",326.6,[[0,"5.51B visits",107.06,null],[1,"2.76B visits",75.63,null],[2,"0.18B visits",64.47,null],[3,"0.41B visits",62.23,null],[4,"0.82B visits",57.54,null],[5,"0.15B visits",53.86,null],[6,"0.28B visits",52.25,null],[7,"0.13B visits",50.71,null],[8,"0.16B visits",49.64,null],[9,"0.04B visits",48.88,null],[10,"0.01B visits",48.69,null],[11,"0.04B visits",48.52,null],[12,"0.02B visits",48.29,null],[13,"0.02B visits",48.14,null],[14,"0.03B visits",47.97,null],[15,"0.02B visits",47.8,null],[16,"0.01B visits",47.7,null],[17,"0.01B visits",47.62,null]],"10.58B visits"],["2026-05-01T00:00:00.000Z","May '26",333.86,[[0,"5.57B visits",106.85,null],[1,"2.9B visits",74.67,null],[2,"0.16B visits",63.02,null],[3,"0.43B visits",60.77,null],[4,"0.95B visits",55.52,null],[5,"0.14B visits",51.37,null],[6,"0.24B visits",49.92,null],[7,"0.13B visits",48.49,null],[8,"0.16B visits",47.37,null],[9,"0.05B visits",46.59,null],[10,"0.01B visits",46.39,null],[11,"0.04B visits",46.22,null],[12,"0.03B visits",45.97,null],[13,"0.01B visits",45.81,null],[14,"0.03B visits",45.64,null],[15,"0.02B visits",45.48,null],[16,"0.01B visits",45.37,null],[17,"0.01B visits",45.29,null]],"10.89B visits"],["2026-06-01T00:00:00.000Z","Jun '26",341.12,[[0,"5.38B visits",107.55,null],[1,"2.86B visits",76.23,null],[2,"0.17B visits",64.73,null],[3,"0.37B visits",62.67,null],[4,"0.95B visits",57.65,null],[5,"0.12B visits",53.61,null],[6,"0.21B visits",52.37,null],[7,"0.12B visits",51.11,null],[8,"0.15B visits",50.08,null],[9,"0.04B visits",49.36,null],[10,"0.01B visits",49.19,null],[11,"0.04B visits",49.02,null],[12,"0.03B visits",48.79,null],[13,"0.01B visits",48.65,null],[14,"0.02B visits",48.51,null],[15,"0.01B visits",48.38,null],[16,"0.02B visits",48.26,null],[17,"0.01B visits",48.16,null]],"10.51B visits"],["2026-07-01T00:00:00.000Z","Jul '26",348.37,[[0,"5.45B visits",107.29,null],[1,"2.69B visits",76.37,null],[2,"0.17B visits",65.54,null],[3,"0.35B visits",63.59,null],[4,"0.97B visits",58.59,null],[5,"0.1B visits",54.51,null],[6,"0.21B visits",53.32,null],[7,"0.08B visits",52.21,null],[8,"0.15B visits",51.32,null],[9,"0.06B visits",50.51,null],[10,"0.01B visits",50.26,null],[11,"0.04B visits",50.11,null],[12,"0.03B visits",49.87,null],[13,"0.01B visits",49.73,null],[14,"0.02B visits",49.61,null],[15,"0.01B visits",49.49,null],[16,"0.03B visits",49.35,null],[17,"0.01B visits",49.23,null]],"10.37B visits"]]}ChatGPT: 5.5B on Jul '26. Gemini: 2.7B on Jul '26. Character: 0.2B on Jul '26. DeepSeek: 0.3B on Jul '26. Claude: 1B on Jul '26. Perplexity: 0.1B on Jul '26. Grok: 0.2B on Jul '26. Copilot: 0.1B on Jul '26. Doubao: 0.2B on Jul '26. Kimi: 0.1B on Jul '26. Poe: 0B on Jul '26. Qwen: 0B on Jul '26. Meta AI: 0B on Jul '26. Yuanbao: 0B on Jul '26. Manus: 0B on Jul '26. Genspark: 0B on Jul '26. GLM: 0B on Jul '26. Le Chat: 0B on Jul '26
SOURCE: SimilarWeb via The Latent

Virginia Commercial Electricity Sales

Virginia Commercial Electricity Sales

Virginia commercial customers used 7,770,668.6 megawatthours megawatthours in 2026-06-01.10M7.5M5M2.5M0201020132016201920222026{"f":[360,170,40,8],"s":[["Virginia commercial sector","#9333ea"]],"p":[["2010-01-01T00:00:00.000Z","Jan '10",40,[[0,"3,890,580 megawatthours",95.87,null]],null],["2010-02-01T00:00:00.000Z","Feb '10",41.61,[[0,"3,834,763 megawatthours",96.61,null]],null],["2010-03-01T00:00:00.000Z","Mar '10",43.07,[[0,"3,442,807 megawatthours",101.87,null]],null],["2010-04-01T00:00:00.000Z","Apr '10",44.68,[[0,"3,537,867 megawatthours",100.59,null]],null],["2010-05-01T00:00:00.000Z","May '10",46.25,[[0,"3,999,054 megawatthours",94.41,null]],null],["2010-06-01T00:00:00.000Z","Jun '10",47.86,[[0,"4,585,049 megawatthours",86.56,null]],null],["2010-07-01T00:00:00.000Z","Jul '10",49.42,[[0,"4,633,121 megawatthours",85.92,null]],null],["2010-08-01T00:00:00.000Z","Aug '10",51.03,[[0,"4,419,309 megawatthours",88.78,null]],null],["2010-09-01T00:00:00.000Z","Sep '10",52.65,[[0,"4,222,067 megawatthours",91.42,null]],null],["2010-10-01T00:00:00.000Z","Oct '10",54.21,[[0,"3,640,808 megawatthours",99.21,null]],null],["2010-11-01T00:00:00.000Z","Nov '10",55.82,[[0,"3,586,003 megawatthours",99.95,null]],null],["2010-12-01T00:00:00.000Z","Dec '10",57.38,[[0,"4,245,555 megawatthours",91.11,null]],null],["2011-01-01T00:00:00.000Z","Jan '11",59,[[0,"3,946,918 megawatthours",95.11,null]],null],["2011-02-01T00:00:00.000Z","Feb '11",60.61,[[0,"3,462,461 megawatthours",101.6,null]],null],["2011-03-01T00:00:00.000Z","Mar '11",62.07,[[0,"3,779,286 megawatthours",97.36,null]],null],["2011-04-01T00:00:00.000Z","Apr '11",63.68,[[0,"3,548,723 megawatthours",100.45,null]],null],["2011-05-01T00:00:00.000Z","May '11",65.24,[[0,"4,029,413 megawatthours",94.01,null]],null],["2011-06-01T00:00:00.000Z","Jun '11",66.85,[[0,"4,226,830 megawatthours",91.36,null]],null],["2011-07-01T00:00:00.000Z","Jul '11",68.42,[[0,"4,793,992 megawatthours",83.76,null]],null],["2011-08-01T00:00:00.000Z","Aug '11",70.03,[[0,"4,353,992 megawatthours",89.66,null]],null],["2011-09-01T00:00:00.000Z","Sep '11",71.64,[[0,"3,989,145 megawatthours",94.55,null]],null],["2011-10-01T00:00:00.000Z","Oct '11",73.2,[[0,"3,737,155 megawatthours",97.92,null]],null],["2011-11-01T00:00:00.000Z","Nov '11",74.82,[[0,"3,455,544 megawatthours",101.7,null]],null],["2011-12-01T00:00:00.000Z","Dec '11",76.38,[[0,"3,727,966 megawatthours",98.05,null]],null],["2012-01-01T00:00:00.000Z","Jan '12",77.99,[[0,"3,811,786 megawatthours",96.92,null]],null],["2012-02-01T00:00:00.000Z","Feb '12",79.61,[[0,"3,585,600 megawatthours",99.95,null]],null],["2012-03-01T00:00:00.000Z","Mar '12",81.11,[[0,"3,517,501 megawatthours",100.87,null]],null],["2012-04-01T00:00:00.000Z","Apr '12",82.73,[[0,"3,657,397 megawatthours",98.99,null]],null],["2012-05-01T00:00:00.000Z","May '12",84.29,[[0,"3,958,019 megawatthours",94.96,null]],null],["2012-06-01T00:00:00.000Z","Jun '12",85.9,[[0,"4,179,608 megawatthours",91.99,null]],null],["2012-07-01T00:00:00.000Z","Jul '12",87.46,[[0,"4,540,659 megawatthours",87.16,null]],null],["2012-08-01T00:00:00.000Z","Aug '12",89.08,[[0,"4,439,074 megawatthours",88.52,null]],null],["2012-09-01T00:00:00.000Z","Sep '12",90.69,[[0,"3,917,096 megawatthours",95.51,null]],null],["2012-10-01T00:00:00.000Z","Oct '12",92.25,[[0,"3,806,056 megawatthours",97,null]],null],["2012-11-01T00:00:00.000Z","Nov '12",93.86,[[0,"3,711,208 megawatthours",98.27,null]],null],["2012-12-01T00:00:00.000Z","Dec '12",95.43,[[0,"3,632,655 megawatthours",99.32,null]],null],["2013-01-01T00:00:00.000Z","Jan '13",97.04,[[0,"3,933,171.2 megawatthours",95.3,null]],null],["2013-02-01T00:00:00.000Z","Feb '13",98.65,[[0,"3,652,407.1 megawatthours",99.06,null]],null],["2013-03-01T00:00:00.000Z","Mar '13",100.11,[[0,"3,918,985.1 megawatthours",95.49,null]],null],["2013-04-01T00:00:00.000Z","Apr '13",101.72,[[0,"3,454,100.4 megawatthours",101.72,null]],null],["2013-05-01T00:00:00.000Z","May '13",103.28,[[0,"3,971,506.6 megawatthours",94.78,null]],null],["2013-06-01T00:00:00.000Z","Jun '13",104.9,[[0,"4,205,999.2 megawatthours",91.64,null]],null],["2013-07-01T00:00:00.000Z","Jul '13",106.46,[[0,"4,571,113 megawatthours",86.75,null]],null],["2013-08-01T00:00:00.000Z","Aug '13",108.07,[[0,"4,353,608.9 megawatthours",89.66,null]],null],["2013-09-01T00:00:00.000Z","Sep '13",109.69,[[0,"3,982,879.5 megawatthours",94.63,null]],null],["2013-10-01T00:00:00.000Z","Oct '13",111.25,[[0,"3,990,960.5 megawatthours",94.52,null]],null],["2013-11-01T00:00:00.000Z","Nov '13",112.86,[[0,"3,845,751.2 megawatthours",96.47,null]],null],["2013-12-01T00:00:00.000Z","Dec '13",114.42,[[0,"3,870,112.3 megawatthours",96.14,null]],null],["2014-01-01T00:00:00.000Z","Jan '14",116.04,[[0,"4,208,516.5 megawatthours",91.61,null]],null],["2014-02-01T00:00:00.000Z","Feb '14",117.65,[[0,"3,495,230.3 megawatthours",101.16,null]],null],["2014-03-01T00:00:00.000Z","Mar '14",119.11,[[0,"3,969,473.9 megawatthours",94.81,null]],null],["2014-04-01T00:00:00.000Z","Apr '14",120.72,[[0,"3,448,954.9 megawatthours",101.78,null]],null],["2014-05-01T00:00:00.000Z","May '14",122.28,[[0,"3,973,596.7 megawatthours",94.75,null]],null],["2014-06-01T00:00:00.000Z","Jun '14",123.89,[[0,"4,297,883.1 megawatthours",90.41,null]],null],["2014-07-01T00:00:00.000Z","Jul '14",125.46,[[0,"4,359,405.4 megawatthours",89.58,null]],null],["2014-08-01T00:00:00.000Z","Aug '14",127.07,[[0,"4,375,087.1 megawatthours",89.37,null]],null],["2014-09-01T00:00:00.000Z","Sep '14",128.68,[[0,"3,996,920 megawatthours",94.44,null]],null],["2014-10-01T00:00:00.000Z","Oct '14",130.24,[[0,"3,930,209.2 megawatthours",95.34,null]],null],["2014-11-01T00:00:00.000Z","Nov '14",131.86,[[0,"3,918,966.6 megawatthours",95.49,null]],null],["2014-12-01T00:00:00.000Z","Dec '14",133.42,[[0,"3,777,411.3 megawatthours",97.38,null]],null],["2015-01-01T00:00:00.000Z","Jan '15",135.03,[[0,"4,274,942.6 megawatthours",90.72,null]],null],["2015-02-01T00:00:00.000Z","Feb '15",136.64,[[0,"4,138,639.9 megawatthours",92.54,null]],null],["2015-03-01T00:00:00.000Z","Mar '15",138.1,[[0,"3,668,936.3 megawatthours",98.84,null]],null],["2015-04-01T00:00:00.000Z","Apr '15",139.72,[[0,"3,509,300.7 megawatthours",100.98,null]],null],["2015-05-01T00:00:00.000Z","May '15",141.28,[[0,"4,160,090.2 megawatthours",92.25,null]],null],["2015-06-01T00:00:00.000Z","Jun '15",142.89,[[0,"4,362,413.1 megawatthours",89.54,null]],null],["2015-07-01T00:00:00.000Z","Jul '15",144.45,[[0,"4,497,545.3 megawatthours",87.73,null]],null],["2015-08-01T00:00:00.000Z","Aug '15",146.06,[[0,"4,475,270.8 megawatthours",88.03,null]],null],["2015-09-01T00:00:00.000Z","Sep '15",147.68,[[0,"4,125,391.2 megawatthours",92.72,null]],null],["2015-10-01T00:00:00.000Z","Oct '15",149.24,[[0,"3,859,929 megawatthours",96.28,null]],null],["2015-11-01T00:00:00.000Z","Nov '15",150.85,[[0,"3,545,969.8 megawatthours",100.48,null]],null],["2015-12-01T00:00:00.000Z","Dec '15",152.41,[[0,"3,728,608 megawatthours",98.04,null]],null],["2016-01-01T00:00:00.000Z","Jan '16",154.03,[[0,"4,452,304.3 megawatthours",88.34,null]],null],["2016-02-01T00:00:00.000Z","Feb '16",155.64,[[0,"3,683,575.1 megawatthours",98.64,null]],null],["2016-03-01T00:00:00.000Z","Mar '16",157.15,[[0,"3,672,469.4 megawatthours",98.79,null]],null],["2016-04-01T00:00:00.000Z","Apr '16",158.76,[[0,"3,617,354.4 megawatthours",99.53,null]],null],["2016-05-01T00:00:00.000Z","May '16",160.32,[[0,"3,871,212.6 megawatthours",96.13,null]],null],["2016-06-01T00:00:00.000Z","Jun '16",161.94,[[0,"4,148,411.2 megawatthours",92.41,null]],null],["2016-07-01T00:00:00.000Z","Jul '16",163.5,[[0,"4,863,752.6 megawatthours",82.83,null]],null],["2016-08-01T00:00:00.000Z","Aug '16",165.11,[[0,"4,795,356.2 megawatthours",83.74,null]],null],["2016-09-01T00:00:00.000Z","Sep '16",166.73,[[0,"4,182,747.7 megawatthours",91.95,null]],null],["2016-10-01T00:00:00.000Z","Oct '16",168.29,[[0,"3,938,067.7 megawatthours",95.23,null]],null],["2016-11-01T00:00:00.000Z","Nov '16",169.9,[[0,"3,850,100.7 megawatthours",96.41,null]],null],["2016-12-01T00:00:00.000Z","Dec '16",171.46,[[0,"4,188,495.2 megawatthours",91.87,null]],null],["2017-01-01T00:00:00.000Z","Jan '17",173.07,[[0,"3,866,995.5 megawatthours",96.18,null]],null],["2017-02-01T00:00:00.000Z","Feb '17",174.69,[[0,"3,840,083.2 megawatthours",96.54,null]],null],["2017-03-01T00:00:00.000Z","Mar '17",176.15,[[0,"4,281,673.7 megawatthours",90.63,null]],null],["2017-04-01T00:00:00.000Z","Apr '17",177.76,[[0,"3,732,348.6 megawatthours",97.99,null]],null],["2017-05-01T00:00:00.000Z","May '17",179.32,[[0,"4,071,106.1 megawatthours",93.45,null]],null],["2017-06-01T00:00:00.000Z","Jun '17",180.93,[[0,"4,390,035.8 megawatthours",89.17,null]],null],["2017-07-01T00:00:00.000Z","Jul '17",182.49,[[0,"4,842,304.3 megawatthours",83.11,null]],null],["2017-08-01T00:00:00.000Z","Aug '17",184.11,[[0,"4,651,222.7 megawatthours",85.67,null]],null],["2017-09-01T00:00:00.000Z","Sep '17",185.72,[[0,"4,266,841 megawatthours",90.82,null]],null],["2017-10-01T00:00:00.000Z","Oct '17",187.28,[[0,"3,882,064.2 megawatthours",95.98,null]],null],["2017-11-01T00:00:00.000Z","Nov '17",188.9,[[0,"4,129,035.4 megawatthours",92.67,null]],null],["2017-12-01T00:00:00.000Z","Dec '17",190.46,[[0,"4,246,814.5 megawatthours",91.09,null]],null],["2018-01-01T00:00:00.000Z","Jan '18",192.07,[[0,"4,274,446.1 megawatthours",90.72,null]],null],["2018-02-01T00:00:00.000Z","Feb '18",193.68,[[0,"3,712,768.1 megawatthours",98.25,null]],null],["2018-03-01T00:00:00.000Z","Mar '18",195.14,[[0,"4,351,088.2 megawatthours",89.7,null]],null],["2018-04-01T00:00:00.000Z","Apr '18",196.75,[[0,"3,696,288 megawatthours",98.47,null]],null],["2018-05-01T00:00:00.000Z","May '18",198.32,[[0,"4,578,780.5 megawatthours",86.64,null]],null],["2018-06-01T00:00:00.000Z","Jun '18",199.93,[[0,"4,612,706.7 megawatthours",86.19,null]],null],["2018-07-01T00:00:00.000Z","Jul '18",201.49,[[0,"4,747,741.8 megawatthours",84.38,null]],null],["2018-08-01T00:00:00.000Z","Aug '18",203.1,[[0,"4,878,733.9 megawatthours",82.62,null]],null],["2018-09-01T00:00:00.000Z","Sep '18",204.72,[[0,"4,781,365.1 megawatthours",83.93,null]],null],["2018-10-01T00:00:00.000Z","Oct '18",206.28,[[0,"4,311,385.5 megawatthours",90.23,null]],null],["2018-11-01T00:00:00.000Z","Nov '18",207.89,[[0,"4,230,470.5 megawatthours",91.31,null]],null],["2018-12-01T00:00:00.000Z","Dec '18",209.45,[[0,"4,092,436.8 megawatthours",93.16,null]],null],["2019-01-01T00:00:00.000Z","Jan '19",211.07,[[0,"4,570,548.1 megawatthours",86.75,null]],null],["2019-02-01T00:00:00.000Z","Feb '19",212.68,[[0,"3,864,354.1 megawatthours",96.22,null]],null],["2019-03-01T00:00:00.000Z","Mar '19",214.14,[[0,"4,261,512.9 megawatthours",90.9,null]],null],["2019-04-01T00:00:00.000Z","Apr '19",215.75,[[0,"3,964,225.7 megawatthours",94.88,null]],null],["2019-05-01T00:00:00.000Z","May '19",217.31,[[0,"4,671,852.5 megawatthours",85.4,null]],null],["2019-06-01T00:00:00.000Z","Jun '19",218.93,[[0,"4,589,979.5 megawatthours",86.49,null]],null],["2019-07-01T00:00:00.000Z","Jul '19",220.49,[[0,"5,074,169.3 megawatthours",80.01,null]],null],["2019-08-01T00:00:00.000Z","Aug '19",222.1,[[0,"5,088,577.7 megawatthours",79.81,null]],null],["2019-09-01T00:00:00.000Z","Sep '19",223.71,[[0,"4,703,328.9 megawatthours",84.98,null]],null],["2019-10-01T00:00:00.000Z","Oct '19",225.27,[[0,"4,357,900.8 megawatthours",89.6,null]],null],["2019-11-01T00:00:00.000Z","Nov '19",226.89,[[0,"4,466,798.4 megawatthours",88.14,null]],null],["2019-12-01T00:00:00.000Z","Dec '19",228.45,[[0,"4,367,928.1 megawatthours",89.47,null]],null],["2020-01-01T00:00:00.000Z","Jan '20",230.06,[[0,"4,461,479.4 megawatthours",88.22,null]],null],["2020-02-01T00:00:00.000Z","Feb '20",231.68,[[0,"4,281,883.2 megawatthours",90.62,null]],null],["2020-03-01T00:00:00.000Z","Mar '20",233.18,[[0,"4,306,397.2 megawatthours",90.29,null]],null],["2020-04-01T00:00:00.000Z","Apr '20",234.8,[[0,"3,836,787.9 megawatthours",96.59,null]],null],["2020-05-01T00:00:00.000Z","May '20",236.36,[[0,"3,881,263.4 megawatthours",95.99,null]],null],["2020-06-01T00:00:00.000Z","Jun '20",237.97,[[0,"4,540,178.7 megawatthours",87.16,null]],null],["2020-07-01T00:00:00.000Z","Jul '20",239.53,[[0,"5,267,658 megawatthours",77.41,null]],null],["2020-08-01T00:00:00.000Z","Aug '20",241.15,[[0,"5,177,340 megawatthours",78.62,null]],null],["2020-09-01T00:00:00.000Z","Sep '20",242.76,[[0,"4,695,172.2 megawatthours",85.08,null]],null],["2020-10-01T00:00:00.000Z","Oct '20",244.32,[[0,"4,513,426.1 megawatthours",87.52,null]],null],["2020-11-01T00:00:00.000Z","Nov '20",245.94,[[0,"4,121,497.4 megawatthours",92.77,null]],null],["2020-12-01T00:00:00.000Z","Dec '20",247.5,[[0,"4,443,762.3 megawatthours",88.45,null]],null],["2021-01-01T00:00:00.000Z","Jan '21",249.11,[[0,"4,617,451.8 megawatthours",86.13,null]],null],["2021-02-01T00:00:00.000Z","Feb '21",250.72,[[0,"4,422,924.1 megawatthours",88.73,null]],null],["2021-03-01T00:00:00.000Z","Mar '21",252.18,[[0,"4,352,649.3 megawatthours",89.67,null]],null],["2021-04-01T00:00:00.000Z","Apr '21",253.79,[[0,"4,441,888.8 megawatthours",88.48,null]],null],["2021-05-01T00:00:00.000Z","May '21",255.36,[[0,"4,675,842.6 megawatthours",85.34,null]],null],["2021-06-01T00:00:00.000Z","Jun '21",256.97,[[0,"5,169,848.7 megawatthours",78.72,null]],null],["2021-07-01T00:00:00.000Z","Jul '21",258.53,[[0,"5,672,003.2 megawatthours",72,null]],null],["2021-08-01T00:00:00.000Z","Aug '21",260.14,[[0,"5,748,516.4 megawatthours",70.97,null]],null],["2021-09-01T00:00:00.000Z","Sep '21",261.76,[[0,"5,042,120.6 megawatthours",80.44,null]],null],["2021-10-01T00:00:00.000Z","Oct '21",263.32,[[0,"4,942,280.8 megawatthours",81.77,null]],null],["2021-11-01T00:00:00.000Z","Nov '21",264.93,[[0,"5,162,013 megawatthours",78.83,null]],null],["2021-12-01T00:00:00.000Z","Dec '21",266.49,[[0,"4,476,438.7 megawatthours",88.02,null]],null],["2022-01-01T00:00:00.000Z","Jan '22",268.11,[[0,"5,706,018 megawatthours",71.54,null]],null],["2022-02-01T00:00:00.000Z","Feb '22",269.72,[[0,"5,259,995.8 megawatthours",77.52,null]],null],["2022-03-01T00:00:00.000Z","Mar '22",271.18,[[0,"4,807,375.5 megawatthours",83.58,null]],null],["2022-04-01T00:00:00.000Z","Apr '22",272.79,[[0,"5,459,932.2 megawatthours",74.84,null]],null],["2022-05-01T00:00:00.000Z","May '22",274.35,[[0,"5,710,903.1 megawatthours",71.47,null]],null],["2022-06-01T00:00:00.000Z","Jun '22",275.96,[[0,"5,485,575.3 megawatthours",74.49,null]],null],["2022-07-01T00:00:00.000Z","Jul '22",277.53,[[0,"6,784,620.1 megawatthours",57.09,null]],null],["2022-08-01T00:00:00.000Z","Aug '22",279.14,[[0,"6,281,256.5 megawatthours",63.83,null]],null],["2022-09-01T00:00:00.000Z","Sep '22",280.75,[[0,"5,891,230.2 megawatthours",69.06,null]],null],["2022-10-01T00:00:00.000Z","Oct '22",282.31,[[0,"5,496,065.8 megawatthours",74.35,null]],null],["2022-11-01T00:00:00.000Z","Nov '22",283.93,[[0,"5,980,150.6 megawatthours",67.87,null]],null],["2022-12-01T00:00:00.000Z","Dec '22",285.49,[[0,"5,692,958.9 megawatthours",71.71,null]],null],["2023-01-01T00:00:00.000Z","Jan '23",287.1,[[0,"5,319,008.3 megawatthours",76.73,null]],null],["2023-02-01T00:00:00.000Z","Feb '23",288.72,[[0,"5,373,835.7 megawatthours",75.99,null]],null],["2023-03-01T00:00:00.000Z","Mar '23",290.17,[[0,"6,116,021.3 megawatthours",66.05,null]],null],["2023-04-01T00:00:00.000Z","Apr '23",291.79,[[0,"5,312,618 megawatthours",76.81,null]],null],["2023-05-01T00:00:00.000Z","May '23",293.35,[[0,"6,275,662.1 megawatthours",63.91,null]],null],["2023-06-01T00:00:00.000Z","Jun '23",294.96,[[0,"6,211,428.4 megawatthours",64.77,null]],null],["2023-07-01T00:00:00.000Z","Jul '23",296.52,[[0,"7,168,249.5 megawatthours",51.95,null]],null],["2023-08-01T00:00:00.000Z","Aug '23",298.14,[[0,"7,282,863.1 megawatthours",50.41,null]],null],["2023-09-01T00:00:00.000Z","Sep '23",299.75,[[0,"6,296,595.1 megawatthours",63.63,null]],null],["2023-10-01T00:00:00.000Z","Oct '23",301.31,[[0,"6,254,862.1 megawatthours",64.18,null]],null],["2023-11-01T00:00:00.000Z","Nov '23",302.92,[[0,"6,030,590.4 megawatthours",67.19,null]],null],["2023-12-01T00:00:00.000Z","Dec '23",304.48,[[0,"6,165,300.8 megawatthours",65.38,null]],null],["2024-01-01T00:00:00.000Z","Jan '24",306.1,[[0,"6,150,857.7 megawatthours",65.58,null]],null],["2024-02-01T00:00:00.000Z","Feb '24",307.71,[[0,"6,205,478 megawatthours",64.85,null]],null],["2024-03-01T00:00:00.000Z","Mar '24",309.22,[[0,"6,082,920.4 megawatthours",66.49,null]],null],["2024-04-01T00:00:00.000Z","Apr '24",310.83,[[0,"6,057,841 megawatthours",66.82,null]],null],["2024-05-01T00:00:00.000Z","May '24",312.39,[[0,"6,106,144.9 megawatthours",66.18,null]],null],["2024-06-01T00:00:00.000Z","Jun '24",314.01,[[0,"7,184,683.3 megawatthours",51.73,null]],null],["2024-07-01T00:00:00.000Z","Jul '24",315.57,[[0,"7,491,540.2 megawatthours",47.61,null]],null],["2024-08-01T00:00:00.000Z","Aug '24",317.18,[[0,"7,617,184.4 megawatthours",45.93,null]],null],["2024-09-01T00:00:00.000Z","Sep '24",318.8,[[0,"6,685,918.6 megawatthours",58.41,null]],null],["2024-10-01T00:00:00.000Z","Oct '24",320.36,[[0,"6,374,007.7 megawatthours",62.59,null]],null],["2024-11-01T00:00:00.000Z","Nov '24",321.97,[[0,"6,312,761.3 megawatthours",63.41,null]],null],["2024-12-01T00:00:00.000Z","Dec '24",323.53,[[0,"6,441,324.6 megawatthours",61.69,null]],null],["2025-01-01T00:00:00.000Z","Jan '25",325.15,[[0,"7,169,836.6 megawatthours",51.92,null]],null],["2025-02-01T00:00:00.000Z","Feb '25",326.76,[[0,"6,249,304.1 megawatthours",64.26,null]],null],["2025-03-01T00:00:00.000Z","Mar '25",328.22,[[0,"6,399,000.2 megawatthours",62.25,null]],null],["2025-04-01T00:00:00.000Z","Apr '25",329.83,[[0,"6,465,060.2 megawatthours",61.37,null]],null],["2025-05-01T00:00:00.000Z","May '25",331.39,[[0,"6,681,123.1 megawatthours",58.47,null]],null],["2025-06-01T00:00:00.000Z","Jun '25",333,[[0,"7,411,705.3 megawatthours",48.68,null]],null],["2025-07-01T00:00:00.000Z","Jul '25",334.57,[[0,"7,553,091.9 megawatthours",46.79,null]],null],["2025-08-01T00:00:00.000Z","Aug '25",336.18,[[0,"8,158,548.2 megawatthours",38.68,null]],null],["2025-09-01T00:00:00.000Z","Sep '25",337.79,[[0,"7,094,481.1 megawatthours",52.93,null]],null],["2025-10-01T00:00:00.000Z","Oct '25",339.35,[[0,"6,957,185.6 megawatthours",54.77,null]],null],["2025-11-01T00:00:00.000Z","Nov '25",340.97,[[0,"6,412,739.4 megawatthours",62.07,null]],null],["2025-12-01T00:00:00.000Z","Dec '25",342.53,[[0,"7,071,781.5 megawatthours",53.24,null]],null],["2026-01-01T00:00:00.000Z","Jan '26",344.14,[[0,"7,316,664.7 megawatthours",49.96,null]],null],["2026-02-01T00:00:00.000Z","Feb '26",345.75,[[0,"6,587,418.9 megawatthours",59.73,null]],null],["2026-03-01T00:00:00.000Z","Mar '26",347.21,[[0,"6,772,204.1 megawatthours",57.25,null]],null],["2026-04-01T00:00:00.000Z","Apr '26",348.83,[[0,"6,831,525 megawatthours",56.46,null]],null],["2026-05-01T00:00:00.000Z","May '26",350.39,[[0,"7,233,945.9 megawatthours",51.07,null]],null],["2026-06-01T00:00:00.000Z","Jun '26",352,[[0,"7,770,668.6 megawatthours",43.87,null]],null]]}Virginia commercial sector: 7.8M on Jun '26
SOURCE: U.S. Energy Information Administration, EIA-861M

Hyperscaler Cloud Segment Revenue Growth (YoY)

Hyperscaler Cloud Segment Revenue Growth (YoY)

  • Amazon AWS segment
  • Alphabet Google Cloud segment
  • Microsoft Intelligent Cloud segment (not Azure)
Alphabet Google Cloud segment changed 81.8% year over year in 2026-06-30.100%75%50%25%0%Jan '24Jan '25Jan '26{"f":[360,150,40,8],"s":[["Amazon AWS segment","#FF9900"],["Alphabet Google Cloud segment","#4285F4"],["Microsoft Intelligent Cloud segment (not Azure)","#00A4EF"]],"p":[["2023-09-30T00:00:00.000Z","Sep '23",40,[[0,"23.06%",101.71,null],[1,"8.41%",118.41,null],[2,"20.01%",105.19,null]],null],["2023-12-31T00:00:00.000Z","Dec '23",68.59,[[0,"24.2%",100.41,null],[1,"9.19%",117.52,null],[2,"21.53%",103.46,null]],null],["2024-03-31T00:00:00.000Z","Mar '24",96.87,[[0,"25.04%",99.46,null],[1,"9.57%",117.09,null],[2,"22.14%",102.76,null]],null],["2024-06-30T00:00:00.000Z","Jun '24",125.15,[[0,"26.28%",98.04,null],[1,"10.35%",116.2,null],[2,"23.79%",100.89,null]],null],["2024-09-30T00:00:00.000Z","Sep '24",153.74,[[0,"19.05%",106.28,null],[1,"34.98%",88.13,null],[2,"20.38%",104.76,null]],null],["2024-12-31T00:00:00.000Z","Dec '24",182.33,[[0,"18.93%",106.42,null],[1,"30.06%",93.73,null],[2,"18.67%",106.71,null]],null],["2025-03-31T00:00:00.000Z","Mar '25",210.29,[[0,"16.89%",108.74,null],[1,"28.06%",96.02,null],[2,"20.82%",104.26,null]],null],["2025-06-30T00:00:00.000Z","Jun '25",238.57,[[0,"17.47%",108.08,null],[1,"31.67%",91.9,null],[2,"25.62%",98.8,null]],null],["2025-09-30T00:00:00.000Z","Sep '25",267.16,[[0,"20.23%",104.94,null],[1,"33.51%",89.8,null],[2,"28.25%",95.8,null]],null],["2025-12-31T00:00:00.000Z","Dec '25",295.75,[[0,"23.6%",101.1,null],[1,"47.75%",73.56,null],[2,"28.82%",95.14,null]],null],["2026-03-31T00:00:00.000Z","Mar '26",323.72,[[0,"28.43%",95.59,null],[1,"63.36%",55.77,null],[2,"29.64%",94.21,null]],null],["2026-06-30T00:00:00.000Z","Jun '26",352,[[0,"36.79%",86.06,null],[1,"81.8%",34.75,null],[2,"31.55%",92.03,null]],null]]}Amazon AWS segment: 36.8% on Jun '26. Alphabet Google Cloud segment: 81.8% on Jun '26. Microsoft Intelligent Cloud segment (not Azure): 31.6% on Jun '26
SOURCE: Amazon and Microsoft earnings releases; Alphabet SEC filings

Total Capex of Four AI-Exposed Platforms vs. Selected Data-Center Supplier Revenue

Total Capex of Four AI-Exposed Platforms vs. Selected Data-Center Supplier Revenue

  • Total capex: Microsoft + Alphabet + Meta + Amazon
  • Data-center revenue: NVIDIA + AMD
In 2026-06-30, companywide capex for the fixed Microsoft, Alphabet, Meta, and Amazon basket was $165.1B, while reported NVIDIA plus AMD data-center revenue was $95.7B.$200B$150B$100B$50B$0Jul '23Jan '25Jan '26{"f":[360,150,40,8],"s":[["Total capex: Microsoft + Alphabet + Meta + Amazon","#6E56CF"],["Data-center revenue: NVIDIA + AMD","#16A085"]],"p":[["2023-03-31T00:00:00.000Z","Mar '23",40,[[0,"$33.93B",108.66,null],[1,"$5.58B",124.82,null]],null],["2023-06-30T00:00:00.000Z","Jun '23",63.92,[[0,"$33.42B",108.95,null],[1,"$11.64B",121.36,null]],null],["2023-09-30T00:00:00.000Z","Sep '23",88.1,[[0,"$36.95B",106.94,null],[1,"$16.11B",118.82,null]],null],["2023-12-31T00:00:00.000Z","Dec '23",112.28,[[0,"$42.93B",103.53,null],[1,"$20.69B",116.21,null]],null],["2024-03-31T00:00:00.000Z","Mar '24",136.2,[[0,"$44.29B",102.76,null],[1,"$24.9B",113.81,null]],null],["2024-06-30T00:00:00.000Z","Jun '24",160.12,[[0,"$52.85B",97.87,null],[1,"$29.11B",111.41,null]],null],["2024-09-30T00:00:00.000Z","Sep '24",184.3,[[0,"$58.86B",94.45,null],[1,"$34.32B",108.44,null]],null],["2024-12-31T00:00:00.000Z","Dec '24",208.49,[[0,"$72.34B",86.77,null],[1,"$39.44B",105.52,null]],null],["2025-03-31T00:00:00.000Z","Mar '25",232.14,[[0,"$71.9B",87.02,null],[1,"$42.79B",103.61,null]],null],["2025-06-30T00:00:00.000Z","Jun '25",256.06,[[0,"$88.25B",77.7,null],[1,"$44.34B",102.73,null]],null],["2025-09-30T00:00:00.000Z","Sep '25",280.24,[[0,"$97.27B",72.56,null],[1,"$55.56B",96.33,null]],null],["2025-12-31T00:00:00.000Z","Dec '25",304.42,[[0,"$118.63B",60.38,null],[1,"$67.69B",89.41,null]],null],["2026-03-31T00:00:00.000Z","Mar '26",328.08,[[0,"$129.75B",54.04,null],[1,"$81.02B",81.82,null]],null],["2026-06-30T00:00:00.000Z","Jun '26",352,[[0,"$165.05B",33.92,null],[1,"$95.74B",73.43,null]],null]]}Total capex: Microsoft + Alphabet + Meta + Amazon: $165.1B on Jun '26. Data-center revenue: NVIDIA + AMD: $95.7B on Jun '26
SOURCE: SEC filings and SEC-filed earnings exhibits

Hyperscaler Capex as a Percent of Operating Cash Flow

Hyperscaler Capex as a Percent of Operating Cash Flow

  • Microsoft
  • Alphabet
  • Amazon
  • Meta
In 2026-06-30, Amazon spent 119.4%% of quarterly operating cash flow on cash purchases of property and equipment.300%200%100%0%Jul '23Jan '25Jan '26{"f":[360,150,40,8],"s":[["Microsoft","#00A4EF"],["Alphabet","#4285F4"],["Amazon","#FF9900"],["Meta","#0668E1"]],"p":[["2023-03-31T00:00:00.000Z","Mar '23",40,[[0,"27.03%",117.73,null],[1,"26.75%",117.83,null],[2,"296.72%",15.25,null],[3,"48.88%",109.43,null]],null],["2023-06-30T00:00:00.000Z","Jun '23",63.92,[[0,"31.08%",116.19,null],[1,"24.03%",118.87,null],[2,"69.53%",101.58,null],[3,"35.91%",114.35,null]],null],["2023-09-30T00:00:00.000Z","Sep '23",88.1,[[0,"32.43%",115.68,null],[1,"26.28%",118.02,null],[2,"58.82%",105.65,null],[3,"32.07%",115.81,null]],null],["2023-12-31T00:00:00.000Z","Dec '23",112.28,[[0,"51.64%",108.38,null],[1,"58.26%",105.86,null],[2,"34.35%",114.95,null],[3,"39.5%",112.99,null]],null],["2024-03-31T00:00:00.000Z","Mar '24",136.2,[[0,"34.31%",114.96,null],[1,"41.64%",112.18,null],[2,"78.6%",98.13,null],[3,"33.25%",115.36,null]],null],["2024-06-30T00:00:00.000Z","Jun '24",160.12,[[0,"37.3%",113.83,null],[1,"49.5%",109.19,null],[2,"69.7%",101.52,null],[3,"42.19%",111.97,null]],null],["2024-09-30T00:00:00.000Z","Sep '24",184.3,[[0,"43.66%",111.41,null],[1,"42.55%",111.83,null],[2,"87.1%",94.9,null],[3,"33.4%",115.31,null]],null],["2024-12-31T00:00:00.000Z","Dec '24",208.49,[[0,"70.9%",101.06,null],[1,"36.5%",114.13,null],[2,"60.99%",104.82,null],[3,"51.54%",108.41,null]],null],["2025-03-31T00:00:00.000Z","Mar '25",232.14,[[0,"45.2%",110.82,null],[1,"47.57%",109.92,null],[2,"147.04%",72.12,null],[3,"53.86%",107.53,null]],null],["2025-06-30T00:00:00.000Z","Jun '25",256.06,[[0,"40.05%",112.78,null],[1,"80.9%",97.26,null],[2,"98.98%",90.39,null],[3,"64.7%",103.41,null]],null],["2025-09-30T00:00:00.000Z","Sep '25",280.24,[[0,"43.04%",111.64,null],[1,"49.48%",109.2,null],[2,"98.79%",90.46,null],[3,"62.77%",104.15,null]],null],["2025-12-31T00:00:00.000Z","Dec '25",304.42,[[0,"83.55%",96.25,null],[1,"53.15%",107.8,null],[2,"72.57%",100.42,null],[3,"59.05%",105.56,null]],null],["2026-03-31T00:00:00.000Z","Mar '26",328.08,[[0,"66.15%",102.86,null],[1,"77.91%",98.4,null],[2,"169.8%",63.48,null],[3,"58.95%",105.6,null]],null],["2026-06-30T00:00:00.000Z","Jun '26",352,[[0,"64.58%",103.46,null],[1,"114.99%",84.31,null],[2,"119.44%",82.61,null],[3,"94.52%",92.08,null]],null]]}Microsoft: 64.6% on Jun '26. Alphabet: 115% on Jun '26. Amazon: 119.4% on Jun '26. Meta: 94.5% on Jun '26
SOURCE: Microsoft, Alphabet, Amazon and Meta SEC filings

Hyperscaler Commercial Backlog Growth (YoY)

Hyperscaler Commercial Backlog Growth (YoY)

  • Microsoft commercial RPO (all commercial)
  • Alphabet revenue backlog (primarily Google Cloud)
  • Amazon long-term RPO (primarily AWS)
Alphabet revenue backlog (primarily Google Cloud) changed 380.1% year over year in 2026-06-30.600%400%200%0%Jul '23Jan '25Jan '26{"f":[360,150,40,8],"s":[["Microsoft commercial RPO (all commercial)","#00A4EF"],["Alphabet revenue backlog (primarily Google Cloud)","#4285F4"],["Amazon long-term RPO (primarily AWS)","#FF9900"]],"p":[["2023-03-31T00:00:00.000Z","Mar '23",40,[[0,"196%",90.76,null],[1,"61.7%",116.28,null],[2,"122%",104.82,null]],null],["2023-06-30T00:00:00.000Z","Jun '23",63.92,[[0,"224%",85.44,null],[1,"60.6%",116.49,null],[2,"132.1%",102.9,null]],null],["2023-09-30T00:00:00.000Z","Sep '23",88.1,[[0,"212%",87.72,null],[1,"64.9%",115.67,null],[2,"133%",102.73,null]],null],["2023-12-31T00:00:00.000Z","Dec '23",112.28,[[0,"222%",85.82,null],[1,"74.1%",113.92,null],[2,"155.7%",98.42,null]],null],["2024-03-31T00:00:00.000Z","Mar '24",136.2,[[0,"19.9%",124.22,null],[1,"17.5%",124.67,null],[2,"29.26%",122.44,null]],null],["2024-06-30T00:00:00.000Z","Jun '24",160.12,[[0,"20.09%",124.18,null],[1,"30.03%",122.29,null],[2,"18.55%",124.48,null]],null],["2024-09-30T00:00:00.000Z","Sep '24",184.3,[[0,"22.17%",123.79,null],[1,"33.74%",121.59,null],[2,"23.31%",123.57,null]],null],["2024-12-31T00:00:00.000Z","Dec '24",208.49,[[0,"34.23%",121.5,null],[1,"25.78%",123.1,null],[2,"13.68%",125.4,null]],null],["2025-03-31T00:00:00.000Z","Mar '25",232.14,[[0,"34.04%",121.53,null],[1,"27.45%",122.78,null],[2,"19.85%",124.23,null]],null],["2025-06-30T00:00:00.000Z","Jun '25",256.06,[[0,"36.8%",121.01,null],[1,"37.31%",120.91,null],[2,"24.52%",123.34,null]],null],["2025-09-30T00:00:00.000Z","Sep '25",280.24,[[0,"51.35%",118.24,null],[1,"81.68%",112.48,null],[2,"21.95%",123.83,null]],null],["2025-12-31T00:00:00.000Z","Dec '25",304.42,[[0,"109.73%",107.15,null],[1,"160.52%",97.5,null],[2,"37.85%",120.81,null]],null],["2026-03-31T00:00:00.000Z","Mar '26",328.08,[[0,"99.05%",109.18,null],[1,"406.06%",50.85,null],[2,"92.59%",110.41,null]],null],["2026-06-30T00:00:00.000Z","Jun '26",352,[[0,"84.24%",111.99,null],[1,"380.13%",55.78,null],[2,"154.36%",98.67,null]],null]]}Microsoft commercial RPO (all commercial): 84.2% on Jun '26. Alphabet revenue backlog (primarily Google Cloud): 380.1% on Jun '26. Amazon long-term RPO (primarily AWS): 154.4% on Jun '26
SOURCE: Microsoft investor relations; Alphabet and Amazon SEC filings

Hyperscaler Total Company Capex by Quarter

Hyperscaler Total Company Capex by Quarter

  • Microsoft
  • Alphabet
  • Amazon
  • Meta
In 2026-06-30, quarterly cash capex was $35.8 billion for Microsoft, $44.9 billion for Alphabet, $54.2 billion for Amazon and $30.1 billion for Meta.$60B$40B$20B$0Jul '23Jan '25Jan '26{"f":[360,150,40,8],"s":[["Microsoft","#00A4EF"],["Alphabet","#4285F4"],["Amazon","#FF9900"],["Meta","#0668E1"]],"p":[["2023-03-31T00:00:00.000Z","Mar '23",40,[[0,"$6.61B",115.45,null],[1,"$6.29B",116.05,null],[2,"$14.21B",101.01,null],[3,"$6.82B",115.04,null]],null],["2023-06-30T00:00:00.000Z","Jun '23",63.92,[[0,"$8.94B",111.01,null],[1,"$6.89B",114.91,null],[2,"$11.46B",106.24,null],[3,"$6.13B",116.35,null]],null],["2023-09-30T00:00:00.000Z","Sep '23",88.1,[[0,"$9.92B",109.16,null],[1,"$8.06B",112.7,null],[2,"$12.48B",104.29,null],[3,"$6.5B",115.66,null]],null],["2023-12-31T00:00:00.000Z","Dec '23",112.28,[[0,"$9.74B",109.5,null],[1,"$11.02B",107.06,null],[2,"$14.59B",100.28,null],[3,"$7.59B",113.58,null]],null],["2024-03-31T00:00:00.000Z","Mar '24",136.2,[[0,"$10.95B",107.19,null],[1,"$12.01B",105.18,null],[2,"$14.93B",99.64,null],[3,"$6.4B",115.84,null]],null],["2024-06-30T00:00:00.000Z","Jun '24",160.12,[[0,"$13.87B",101.64,null],[1,"$13.19B",102.95,null],[2,"$17.62B",94.52,null],[3,"$8.17B",112.47,null]],null],["2024-09-30T00:00:00.000Z","Sep '24",184.3,[[0,"$14.92B",99.65,null],[1,"$13.06B",103.18,null],[2,"$22.62B",85.02,null],[3,"$8.26B",112.31,null]],null],["2024-12-31T00:00:00.000Z","Dec '24",208.49,[[0,"$15.8B",97.97,null],[1,"$14.28B",100.88,null],[2,"$27.83B",75.12,null],[3,"$14.43B",100.59,null]],null],["2025-03-31T00:00:00.000Z","Mar '25",232.14,[[0,"$16.75B",96.18,null],[1,"$17.2B",95.33,null],[2,"$25.02B",80.46,null],[3,"$12.94B",103.41,null]],null],["2025-06-30T00:00:00.000Z","Jun '25",256.06,[[0,"$17.08B",95.55,null],[1,"$22.45B",85.35,null],[2,"$32.18B",66.85,null],[3,"$16.54B",96.58,null]],null],["2025-09-30T00:00:00.000Z","Sep '25",280.24,[[0,"$19.39B",91.15,null],[1,"$23.95B",82.49,null],[2,"$35.1B",61.32,null],[3,"$18.83B",92.22,null]],null],["2025-12-31T00:00:00.000Z","Dec '25",304.42,[[0,"$29.88B",71.24,null],[1,"$27.85B",75.08,null],[2,"$39.52B",52.91,null],[3,"$21.38B",87.37,null]],null],["2026-03-31T00:00:00.000Z","Mar '26",328.08,[[0,"$30.88B",69.34,null],[1,"$35.67B",60.22,null],[2,"$44.2B",44.01,null],[3,"$19B",91.91,null]],null],["2026-06-30T00:00:00.000Z","Jun '26",352,[[0,"$35.8B",59.98,null],[1,"$44.92B",42.64,null],[2,"$54.21B",25,null],[3,"$30.12B",70.78,null]],null]]}Microsoft: $35.8B on Jun '26. Alphabet: $44.9B on Jun '26. Amazon: $54.2B on Jun '26. Meta: $30.1B on Jun '26
SOURCE: Company SEC filings and SEC-filed earnings exhibits

U.S. Business AI Use by Employment Size

U.S. Business AI Use by Employment Size

  • 1–4 employees
  • 20–49 employees
  • 100–249 employees
  • 250+ employees
In the latest BTOS period ending 2026-08-09, 250+ employees reported 41.5% current AI use. Compare size classes only with their sampling uncertainty and within the same question-wording era.60%40%20%0%Jan '24Jan '25Jul '26{"f":[360,150,40,8],"s":[["1–4 employees","#CBD5E1"],["20–49 employees","#38BDF8"],["100–249 employees","#2563EB"],["250+ employees","#4F46E5"]],"p":[["2023-09-24T00:00:00.000Z","Sep '23",40,[[0,"4.3%",119.83,null],[1,"2.6%",123.06,null],[2,"2.5%",123.25,null],[3,"3.1%",122.11,null]],null],["2023-10-08T00:00:00.000Z","Oct '23",44.16,[[0,"4.4%",119.64,null],[1,"2.6%",123.06,null],[2,"2.3%",123.63,null],[3,"6%",116.6,null]],null],["2023-10-22T00:00:00.000Z","Oct '23",48.32,[[0,"4.2%",120.02,null],[1,"2.7%",122.87,null],[2,"3.8%",120.78,null],[3,"3.8%",120.78,null]],null],["2023-11-05T00:00:00.000Z","Nov '23",52.48,[[0,"4.4%",119.64,null],[1,"2.9%",122.49,null],[2,"2.9%",122.49,null],[3,"4.6%",119.26,null]],null],["2023-11-19T00:00:00.000Z","Nov '23",56.64,[[0,"4.8%",118.88,null],[1,"3.4%",121.54,null],[2,"4.7%",119.07,null],[3,"7.3%",114.13,null]],null],["2023-12-03T00:00:00.000Z","Dec '23",60.8,[[0,"5.1%",118.31,null],[1,"3.3%",121.73,null],[2,"4.4%",119.64,null],[3,"4.9%",118.69,null]],null],["2023-12-17T00:00:00.000Z","Dec '23",64.96,[[0,"5.5%",117.55,null],[1,"3.3%",121.73,null],[2,"4.4%",119.64,null],[3,"6.7%",115.27,null]],null],["2023-12-31T00:00:00.000Z","Dec '23",69.12,[[0,"5.3%",117.93,null],[1,"4.1%",120.21,null],[2,"3.6%",121.16,null],[3,"7.4%",113.94,null]],null],["2024-01-14T00:00:00.000Z","Jan '24",73.28,[[0,"5.1%",118.31,null],[1,"4.1%",120.21,null],[2,"3.5%",121.35,null],[3,"6.5%",115.65,null]],null],["2024-01-28T00:00:00.000Z","Jan '24",77.44,[[0,"5.7%",117.17,null],[1,"4.1%",120.21,null],[2,"6.6%",115.46,null],[3,"8%",112.8,null]],null],["2024-02-11T00:00:00.000Z","Feb '24",81.6,[[0,"5.3%",117.93,null],[1,"3.7%",120.97,null],[2,"5.9%",116.79,null],[3,"8%",112.8,null]],null],["2024-02-25T00:00:00.000Z","Feb '24",85.76,[[0,"5.9%",116.79,null],[1,"3.9%",120.59,null],[2,"4.9%",118.69,null],[3,"6.5%",115.65,null]],null],["2024-03-10T00:00:00.000Z","Mar '24",89.92,[[0,"4.8%",118.88,null],[1,"3.5%",121.35,null],[2,"4.5%",119.45,null],[3,"6.2%",116.22,null]],null],["2024-03-24T00:00:00.000Z","Mar '24",94.08,[[0,"5%",118.5,null],[1,"3.6%",121.16,null],[2,"2.8%",122.68,null],[3,"7%",114.7,null]],null],["2024-04-07T00:00:00.000Z","Apr '24",98.24,[[0,"4.6%",119.26,null],[1,"3.4%",121.54,null],[2,"3.8%",120.78,null],[3,"5.3%",117.93,null]],null],["2024-04-21T00:00:00.000Z","Apr '24",102.4,[[0,"5.3%",117.93,null],[1,"3.5%",121.35,null],[2,"5.1%",118.31,null],[3,"7.5%",113.75,null]],null],["2024-05-05T00:00:00.000Z","May '24",106.56,[[0,"5.1%",118.31,null],[1,"3.5%",121.35,null],[2,"5.4%",117.74,null],[3,"6.1%",116.41,null]],null],["2024-05-19T00:00:00.000Z","May '24",110.72,[[0,"5.3%",117.93,null],[1,"3.9%",120.59,null],[2,"5.6%",117.36,null],[3,"7.2%",114.32,null]],null],["2024-06-02T00:00:00.000Z","Jun '24",114.88,[[0,"5.1%",118.31,null],[1,"3.3%",121.73,null],[2,"4.6%",119.26,null],[3,"5.3%",117.93,null]],null],["2024-06-16T00:00:00.000Z","Jun '24",119.04,[[0,"5.5%",117.55,null],[1,"4.1%",120.21,null],[2,"3.8%",120.78,null],[3,"8.7%",111.47,null]],null],["2024-06-30T00:00:00.000Z","Jun '24",123.2,[[0,"5.2%",118.12,null],[1,"3.7%",120.97,null],[2,"4.1%",120.21,null],[3,"6.1%",116.41,null]],null],["2024-07-14T00:00:00.000Z","Jul '24",127.36,[[0,"5.3%",117.93,null],[1,"4%",120.4,null],[2,"5.7%",117.17,null],[3,"6.5%",115.65,null]],null],["2024-07-28T00:00:00.000Z","Jul '24",131.52,[[0,"5.6%",117.36,null],[1,"4.1%",120.21,null],[2,"4.5%",119.45,null],[3,"9.7%",109.57,null]],null],["2024-08-11T00:00:00.000Z","Aug '24",135.68,[[0,"5.5%",117.55,null],[1,"4.3%",119.83,null],[2,"4.5%",119.45,null],[3,"7.8%",113.18,null]],null],["2024-08-25T00:00:00.000Z","Aug '24",139.84,[[0,"6.1%",116.41,null],[1,"4.3%",119.83,null],[2,"6.3%",116.03,null],[3,"8.3%",112.23,null]],null],["2024-09-08T00:00:00.000Z","Sep '24",144,[[0,"6.5%",115.65,null],[1,"3.9%",120.59,null],[2,"6.6%",115.46,null],[3,"6.7%",115.27,null]],null],["2024-09-22T00:00:00.000Z","Sep '24",148.16,[[0,"6.6%",115.46,null],[1,"4.4%",119.64,null],[2,"5.6%",117.36,null],[3,"9.2%",110.52,null]],null],["2024-10-06T00:00:00.000Z","Oct '24",152.32,[[0,"6.5%",115.65,null],[1,"4.3%",119.83,null],[2,"5.7%",117.17,null],[3,"11.1%",106.91,null]],null],["2024-10-20T00:00:00.000Z","Oct '24",156.48,[[0,"6.6%",115.46,null],[1,"4.9%",118.69,null],[2,"5.6%",117.36,null],[3,"9.7%",109.57,null]],null],["2024-11-03T00:00:00.000Z","Nov '24",160.64,[[0,"6.6%",115.46,null],[1,"4.8%",118.88,null],[2,"7.1%",114.51,null],[3,"10%",109,null]],null],["2024-11-17T00:00:00.000Z","Nov '24",164.8,[[0,"6.6%",115.46,null],[1,"5%",118.5,null],[2,"5.6%",117.36,null],[3,"9.4%",110.14,null]],null],["2024-12-01T00:00:00.000Z","Dec '24",168.96,[[0,"6.7%",115.27,null],[1,"4.9%",118.69,null],[2,"7.9%",112.99,null],[3,"9.4%",110.14,null]],null],["2024-12-15T00:00:00.000Z","Dec '24",173.12,[[0,"6.7%",115.27,null],[1,"4.5%",119.45,null],[2,"8.2%",112.42,null],[3,"10.5%",108.05,null]],null],["2024-12-29T00:00:00.000Z","Dec '24",177.28,[[0,"6.7%",115.27,null],[1,"5.6%",117.36,null],[2,"6.2%",116.22,null],[3,"10.9%",107.29,null]],null],["2025-01-12T00:00:00.000Z","Jan '25",181.44,[[0,"6.5%",115.65,null],[1,"5.2%",118.12,null],[2,"5.7%",117.17,null],[3,"9.8%",109.38,null]],null],["2025-01-26T00:00:00.000Z","Jan '25",185.6,[[0,"7.2%",114.32,null],[1,"5.4%",117.74,null],[2,"5.4%",117.74,null],[3,"10.7%",107.67,null]],null],["2025-02-09T00:00:00.000Z","Feb '25",189.76,[[0,"7.3%",114.13,null],[1,"5.4%",117.74,null],[2,"5.8%",116.98,null],[3,"12.4%",104.44,null]],null],["2025-02-23T00:00:00.000Z","Feb '25",193.92,[[0,"7.9%",112.99,null],[1,"5.8%",116.98,null],[2,"8.2%",112.42,null],[3,"11.4%",106.34,null]],null],["2025-03-09T00:00:00.000Z","Mar '25",198.08,[[0,"8.1%",112.61,null],[1,"5.2%",118.12,null],[2,"8.6%",111.66,null],[3,"12.2%",104.82,null]],null],["2025-03-23T00:00:00.000Z","Mar '25",202.24,[[0,"8.4%",112.04,null],[1,"5.9%",116.79,null],[2,"8.5%",111.85,null],[3,"14.3%",100.83,null]],null],["2025-04-06T00:00:00.000Z","Apr '25",206.4,[[0,"8.6%",111.66,null],[1,"7%",114.7,null],[2,"7.7%",113.37,null],[3,"11.9%",105.39,null]],null],["2025-04-20T00:00:00.000Z","Apr '25",210.56,[[0,"9%",110.9,null],[1,"7.2%",114.32,null],[2,"6.9%",114.89,null],[3,"11.6%",105.96,null]],null],["2025-05-04T00:00:00.000Z","May '25",214.72,[[0,"9.5%",109.95,null],[1,"7.3%",114.13,null],[2,"9%",110.9,null],[3,"14.2%",101.02,null]],null],["2025-05-18T00:00:00.000Z","May '25",218.88,[[0,"9.2%",110.52,null],[1,"7.2%",114.32,null],[2,"10.9%",107.29,null],[3,"12.8%",103.68,null]],null],["2025-06-01T00:00:00.000Z","Jun '25",223.04,[[0,"9.7%",109.57,null],[1,"7.4%",113.94,null],[2,"9.9%",109.19,null],[3,"14.9%",99.69,null]],null],["2025-06-15T00:00:00.000Z","Jun '25",227.2,[[0,"9.7%",109.57,null],[1,"7.9%",112.99,null],[2,"9.4%",110.14,null],[3,"14.2%",101.02,null]],null],["2025-06-29T00:00:00.000Z","Jun '25",231.36,[[0,"9.9%",109.19,null],[1,"8.1%",112.61,null],[2,"9.8%",109.38,null],[3,"12.5%",104.25,null]],null],["2025-07-13T00:00:00.000Z","Jul '25",235.52,[[0,"9.9%",109.19,null],[1,"8%",112.8,null],[2,"11.1%",106.91,null],[3,"12.1%",105.01,null]],null],["2025-07-27T00:00:00.000Z","Jul '25",239.68,[[0,"10.4%",108.24,null],[1,"7%",114.7,null],[2,"9.5%",109.95,null],[3,"12%",105.2,null]],null],["2025-08-10T00:00:00.000Z","Aug '25",243.84,[[0,"9.7%",109.57,null],[1,"7.2%",114.32,null],[2,"7%",114.7,null],[3,"8.7%",111.47,null]],null],["2025-08-24T00:00:00.000Z","Aug '25",248,[[0,"10.8%",107.48,null],[1,"7.8%",113.18,null],[2,"8.7%",111.47,null],[3,"11.9%",105.39,null]],null],["2025-09-07T00:00:00.000Z","Sep '25",252.16,[[0,"9.9%",109.19,null],[1,"7%",114.7,null],[2,"9.6%",109.76,null],[3,"13%",103.3,null]],null],["2025-09-21T00:00:00.000Z","Sep '25",256.32,[[0,"10.9%",107.29,null],[1,"7.8%",113.18,null],[2,"8.9%",111.09,null],[3,"12.5%",104.25,null]],null],["2025-10-05T00:00:00.000Z","Oct '25",260.48,[[0,"11%",107.1,null],[1,"7%",114.7,null],[2,"8.8%",111.28,null],[3,"13%",103.3,null]],null],["2025-11-30T00:00:00.000Z","Nov '25",277.12,[[0,"17%",95.7,null],[1,"18.7%",92.47,null],[2,"23.7%",82.97,null],[3,"30.5%",70.05,null]],null],["2025-12-14T00:00:00.000Z","Dec '25",281.28,[[0,"16.9%",95.89,null],[1,"18.1%",93.61,null],[2,"24.7%",81.07,null],[3,"25.6%",79.36,null]],null],["2025-12-28T00:00:00.000Z","Dec '25",285.44,[[0,"17.7%",94.37,null],[1,"18.5%",92.85,null],[2,"25.4%",79.74,null],[3,"32.7%",65.87,null]],null],["2026-01-11T00:00:00.000Z","Jan '26",289.6,[[0,"17.6%",94.56,null],[1,"18.1%",93.61,null],[2,"28.2%",74.42,null],[3,"32.5%",66.25,null]],null],["2026-01-25T00:00:00.000Z","Jan '26",293.76,[[0,"18.2%",93.42,null],[1,"18.3%",93.23,null],[2,"25.6%",79.36,null],[3,"27.1%",76.51,null]],null],["2026-02-08T00:00:00.000Z","Feb '26",297.92,[[0,"18.5%",92.85,null],[1,"19.4%",91.14,null],[2,"24.6%",81.26,null],[3,"34.8%",61.88,null]],null],["2026-02-22T00:00:00.000Z","Feb '26",302.08,[[0,"17.5%",94.75,null],[1,"17.4%",94.94,null],[2,"24.3%",81.83,null],[3,"31.9%",67.39,null]],null],["2026-03-08T00:00:00.000Z","Mar '26",306.24,[[0,"18.2%",93.42,null],[1,"18.6%",92.66,null],[2,"25%",80.5,null],[3,"33.5%",64.35,null]],null],["2026-03-22T00:00:00.000Z","Mar '26",310.4,[[0,"18.5%",92.85,null],[1,"21.5%",87.15,null],[2,"26%",78.6,null],[3,"35.3%",60.93,null]],null],["2026-04-05T00:00:00.000Z","Apr '26",314.56,[[0,"19%",91.9,null],[1,"19.4%",91.14,null],[2,"28.8%",73.28,null],[3,"37%",57.7,null]],null],["2026-04-19T00:00:00.000Z","Apr '26",318.72,[[0,"19.2%",91.52,null],[1,"22.4%",85.44,null],[2,"30.6%",69.86,null],[3,"31.2%",68.72,null]],null],["2026-05-03T00:00:00.000Z","May '26",322.88,[[0,"19%",91.9,null],[1,"21.3%",87.53,null],[2,"32%",67.2,null],[3,"37.3%",57.13,null]],null],["2026-05-17T00:00:00.000Z","May '26",327.04,[[0,"19.1%",91.71,null],[1,"19.5%",90.95,null],[2,"30.6%",69.86,null],[3,"36.1%",59.41,null]],null],["2026-05-31T00:00:00.000Z","May '26",331.2,[[0,"20%",90,null],[1,"21.5%",87.15,null],[2,"31.1%",68.91,null],[3,"36.8%",58.08,null]],null],["2026-06-14T00:00:00.000Z","Jun '26",335.36,[[0,"20.1%",89.81,null],[1,"22.7%",84.87,null],[2,"29.7%",71.57,null],[3,"40.7%",50.67,null]],null],["2026-06-28T00:00:00.000Z","Jun '26",339.52,[[0,"20%",90,null],[1,"22.6%",85.06,null],[2,"34.2%",63.02,null],[3,"40.3%",51.43,null]],null],["2026-07-12T00:00:00.000Z","Jul '26",343.68,[[0,"20.8%",88.48,null],[1,"25.1%",80.31,null],[2,"30.5%",70.05,null],[3,"38.8%",54.28,null]],null],["2026-07-26T00:00:00.000Z","Jul '26",347.84,[[0,"20.8%",88.48,null],[1,"22.7%",84.87,null],[2,"33.6%",64.16,null],[3,"36.8%",58.08,null]],null],["2026-08-09T00:00:00.000Z","Aug '26",352,[[0,"21.9%",86.39,null],[1,"22.4%",85.44,null],[2,"30.3%",70.43,null],[3,"41.5%",49.15,null]],null]]}1–4 employees: 21.9% on Aug '26. 20–49 employees: 22.4% on Aug '26. 100–249 employees: 30.3% on Aug '26. 250+ employees: 41.5% on Aug '26
SOURCE: U.S. Census Bureau Business Trends and Outlook Survey

U.S. Business AI Use by Industry

U.S. Business AI Use by Industry

  • Information (NAICS 51)
  • Finance and Insurance (NAICS 52)
  • Professional, Scientific, and Technical Services (NAICS 54)
  • Educational Services (NAICS 61)
  • Manufacturing (NAICS 31–33)
  • Retail Trade (NAICS 44–45)
In the latest BTOS period ending 2026-08-23, Information (NAICS 51) reported 46% current AI use. Compare sectors only with their sampling uncertainty and within the same question-wording era.60%40%20%0%Jan '24Jan '25Jul '26{"f":[360,150,40,8],"s":[["Information (NAICS 51)","#2563EB"],["Finance and Insurance (NAICS 52)","#7C3AED"],["Professional, Scientific, and Technical Services (NAICS 54)","#DB2777"],["Educational Services (NAICS 61)","#EA580C"],["Manufacturing (NAICS 31–33)","#059669"],["Retail Trade (NAICS 44–45)","#64748B"]],"p":[["2023-09-24T00:00:00.000Z","Sep '23",40,[[0,"13.9%",101.59,null],[1,"4.7%",119.07,null],[2,"8.9%",111.09,null],[3,"5.9%",116.79,null],[4,"1.8%",124.58,null],[5,"2.6%",123.06,null]],null],["2023-10-08T00:00:00.000Z","Oct '23",44.11,[[0,"13.8%",101.78,null],[1,"4.2%",120.02,null],[2,"9.1%",110.71,null],[3,"6.3%",116.03,null],[4,"1.7%",124.77,null],[5,"2.3%",123.63,null]],null],["2023-10-22T00:00:00.000Z","Oct '23",48.21,[[0,"11.7%",105.77,null],[1,"5.1%",118.31,null],[2,"9.2%",110.52,null],[3,"7.5%",113.75,null],[4,"1.7%",124.77,null],[5,"2.6%",123.06,null]],null],["2023-11-05T00:00:00.000Z","Nov '23",52.32,[[0,"13.8%",101.78,null],[1,"6%",116.6,null],[2,"9.1%",110.71,null],[3,"8.4%",112.04,null],[4,"2%",124.2,null],[5,"2.7%",122.87,null]],null],["2023-11-19T00:00:00.000Z","Nov '23",56.42,[[0,"16.6%",96.46,null],[1,"4.7%",119.07,null],[2,"10.2%",108.62,null],[3,"9.3%",110.33,null],[4,"2.9%",122.49,null],[5,"3.4%",121.54,null]],null],["2023-12-03T00:00:00.000Z","Dec '23",60.53,[[0,"14.2%",101.02,null],[1,"6.2%",116.22,null],[2,"11.2%",106.72,null],[3,"8.2%",112.42,null],[4,"2.8%",122.68,null],[5,"3.4%",121.54,null]],null],["2023-12-17T00:00:00.000Z","Dec '23",64.63,[[0,"18.7%",92.47,null],[1,"6.5%",115.65,null],[2,"12%",105.2,null],[3,"7.5%",113.75,null],[4,"2.5%",123.25,null],[5,"3.3%",121.73,null]],null],["2023-12-31T00:00:00.000Z","Dec '23",68.74,[[0,"22%",86.2,null],[1,"7.3%",114.13,null],[2,"11.3%",106.53,null],[3,"7.8%",113.18,null],[4,"3.1%",122.11,null],[5,"3.4%",121.54,null]],null],["2024-01-14T00:00:00.000Z","Jan '24",72.84,[[0,"14.8%",99.88,null],[1,"5.3%",117.93,null],[2,"11.6%",105.96,null],[3,"9.8%",109.38,null],[4,"3%",122.3,null],[5,"2.9%",122.49,null]],null],["2024-01-28T00:00:00.000Z","Jan '24",76.95,[[0,"18.9%",92.09,null],[1,"8.2%",112.42,null],[2,"12.3%",104.63,null],[3,"12.4%",104.44,null],[4,"2.7%",122.87,null],[5,"3.6%",121.16,null]],null],["2024-02-11T00:00:00.000Z","Feb '24",81.05,[[0,"17.2%",95.32,null],[1,"6.9%",114.89,null],[2,"11.8%",105.58,null],[3,"9.1%",110.71,null],[4,"2.5%",123.25,null],[5,"3.8%",120.78,null]],null],["2024-02-25T00:00:00.000Z","Feb '24",85.16,[[0,"17.3%",95.13,null],[1,"7.2%",114.32,null],[2,"13.1%",103.11,null],[3,"7.9%",112.99,null],[4,"3.2%",121.92,null],[5,"3.2%",121.92,null]],null],["2024-03-10T00:00:00.000Z","Mar '24",89.26,[[0,"14.9%",99.69,null],[1,"5.5%",117.55,null],[2,"10.6%",107.86,null],[3,"5.3%",117.93,null],[4,"2.2%",123.82,null],[5,"2.8%",122.68,null]],null],["2024-03-24T00:00:00.000Z","Mar '24",93.37,[[0,"16.4%",96.84,null],[1,"6%",116.6,null],[2,"10.5%",108.05,null],[3,"7.8%",113.18,null],[4,"2.8%",122.68,null],[5,"2.7%",122.87,null]],null],["2024-04-07T00:00:00.000Z","Apr '24",97.47,[[0,"13.2%",102.92,null],[1,"4.5%",119.45,null],[2,"10.5%",108.05,null],[3,"9.4%",110.14,null],[4,"2.4%",123.44,null],[5,"2.8%",122.68,null]],null],["2024-04-21T00:00:00.000Z","Apr '24",101.58,[[0,"16.9%",95.89,null],[1,"5.3%",117.93,null],[2,"12.3%",104.63,null],[3,"9.7%",109.57,null],[4,"2.3%",123.63,null],[5,"3.1%",122.11,null]],null],["2024-05-05T00:00:00.000Z","May '24",105.68,[[0,"16.5%",96.65,null],[1,"5.7%",117.17,null],[2,"11.7%",105.77,null],[3,"8.7%",111.47,null],[4,"2.3%",123.63,null],[5,"3.2%",121.92,null]],null],["2024-05-19T00:00:00.000Z","May '24",109.79,[[0,"17.8%",94.18,null],[1,"6.4%",115.84,null],[2,"12%",105.2,null],[3,"5.7%",117.17,null],[4,"2.3%",123.63,null],[5,"3.4%",121.54,null]],null],["2024-06-02T00:00:00.000Z","Jun '24",113.89,[[0,"14.9%",99.69,null],[1,"5.6%",117.36,null],[2,"11.7%",105.77,null],[3,"6.5%",115.65,null],[4,"2.8%",122.68,null],[5,"3.7%",120.97,null]],null],["2024-06-16T00:00:00.000Z","Jun '24",118,[[0,"19.6%",90.76,null],[1,"7.2%",114.32,null],[2,"11.8%",105.58,null],[3,"8.6%",111.66,null],[4,"3.3%",121.73,null],[5,"3.3%",121.73,null]],null],["2024-06-30T00:00:00.000Z","Jun '24",122.11,[[0,"13.8%",101.78,null],[1,"6.7%",115.27,null],[2,"11.2%",106.72,null],[3,"8.8%",111.28,null],[4,"2.2%",123.82,null],[5,"3.1%",122.11,null]],null],["2024-07-14T00:00:00.000Z","Jul '24",126.21,[[0,"16.1%",97.41,null],[1,"5.7%",117.17,null],[2,"12%",105.2,null],[3,"9.3%",110.33,null],[4,"2.4%",123.44,null],[5,"3.5%",121.35,null]],null],["2024-07-28T00:00:00.000Z","Jul '24",130.32,[[0,"16.2%",97.22,null],[1,"5.9%",116.79,null],[2,"12.9%",103.49,null],[3,"11.1%",106.91,null],[4,"1.5%",125.15,null],[5,"3.3%",121.73,null]],null],["2024-08-11T00:00:00.000Z","Aug '24",134.42,[[0,"19.1%",91.71,null],[1,"7%",114.7,null],[2,"12.6%",104.06,null],[3,"11.1%",106.91,null],[4,"3.1%",122.11,null],[5,"3%",122.3,null]],null],["2024-08-25T00:00:00.000Z","Aug '24",138.53,[[0,"20.5%",89.05,null],[1,"7.5%",113.75,null],[2,"14.9%",99.69,null],[3,"10.3%",108.43,null],[4,"3%",122.3,null],[5,"3%",122.3,null]],null],["2024-09-08T00:00:00.000Z","Sep '24",142.63,[[0,"20.7%",88.67,null],[1,"7.5%",113.75,null],[2,"14%",101.4,null],[3,"10.9%",107.29,null],[4,"2.1%",124.01,null],[5,"3.4%",121.54,null]],null],["2024-09-22T00:00:00.000Z","Sep '24",146.74,[[0,"19.1%",91.71,null],[1,"7.2%",114.32,null],[2,"14.7%",100.07,null],[3,"13.1%",103.11,null],[4,"2.6%",123.06,null],[5,"3.9%",120.59,null]],null],["2024-10-06T00:00:00.000Z","Oct '24",150.84,[[0,"20.2%",89.62,null],[1,"7.1%",114.51,null],[2,"15.1%",99.31,null],[3,"11.7%",105.77,null],[4,"2.5%",123.25,null],[5,"3.7%",120.97,null]],null],["2024-10-20T00:00:00.000Z","Oct '24",154.95,[[0,"23.3%",83.73,null],[1,"7.6%",113.56,null],[2,"15.9%",97.79,null],[3,"11.1%",106.91,null],[4,"3.1%",122.11,null],[5,"3.7%",120.97,null]],null],["2024-11-03T00:00:00.000Z","Nov '24",159.05,[[0,"19.7%",90.57,null],[1,"8.9%",111.09,null],[2,"14.9%",99.69,null],[3,"12.5%",104.25,null],[4,"3.5%",121.35,null],[5,"3.5%",121.35,null]],null],["2024-11-17T00:00:00.000Z","Nov '24",163.16,[[0,"24.4%",81.64,null],[1,"9.2%",110.52,null],[2,"14.8%",99.88,null],[3,"15.4%",98.74,null],[4,"3.4%",121.54,null],[5,"2.8%",122.68,null]],null],["2024-12-01T00:00:00.000Z","Dec '24",167.26,[[0,"17.2%",95.32,null],[1,"8.7%",111.47,null],[2,"15.6%",98.36,null],[3,"10.2%",108.62,null],[4,"1.7%",124.77,null],[5,"4.2%",120.02,null]],null],["2024-12-15T00:00:00.000Z","Dec '24",171.37,[[0,"17.8%",94.18,null],[1,"7.9%",112.99,null],[2,"15.3%",98.93,null],[3,"15.2%",99.12,null],[4,"2.5%",123.25,null],[5,"4.5%",119.45,null]],null],["2024-12-29T00:00:00.000Z","Dec '24",175.47,[[0,"24.6%",81.26,null],[1,"6.1%",116.41,null],[2,"17.1%",95.51,null],[3,"13.3%",102.73,null],[4,"2.6%",123.06,null],[5,"3.9%",120.59,null]],null],["2025-01-12T00:00:00.000Z","Jan '25",179.58,[[0,"22.7%",84.87,null],[1,"7.5%",113.75,null],[2,"15.8%",97.98,null],[3,"9.5%",109.95,null],[4,"2.6%",123.06,null],[5,"3.4%",121.54,null]],null],["2025-01-26T00:00:00.000Z","Jan '25",183.68,[[0,"20.2%",89.62,null],[1,"10.8%",107.48,null],[2,"16.1%",97.41,null],[3,"14.4%",100.64,null],[4,"3.2%",121.92,null],[5,"3.7%",120.97,null]],null],["2025-02-09T00:00:00.000Z","Feb '25",187.79,[[0,"21.3%",87.53,null],[1,"9.2%",110.52,null],[2,"17.5%",94.75,null],[3,"16.7%",96.27,null],[4,"3%",122.3,null],[5,"3.9%",120.59,null]],null],["2025-02-23T00:00:00.000Z","Feb '25",191.89,[[0,"22.7%",84.87,null],[1,"10%",109,null],[2,"17.9%",93.99,null],[3,"14.7%",100.07,null],[4,"3.2%",121.92,null],[5,"4.4%",119.64,null]],null],["2025-03-09T00:00:00.000Z","Mar '25",196,[[0,"20.1%",89.81,null],[1,"10.3%",108.43,null],[2,"18.2%",93.42,null],[3,"13%",103.3,null],[4,"3.6%",121.16,null],[5,"4.3%",119.83,null]],null],["2025-03-23T00:00:00.000Z","Mar '25",200.11,[[0,"24%",82.4,null],[1,"10.5%",108.05,null],[2,"19.9%",90.19,null],[3,"13.9%",101.59,null],[4,"3.9%",120.59,null],[5,"4.7%",119.07,null]],null],["2025-04-06T00:00:00.000Z","Apr '25",204.21,[[0,"26.2%",78.22,null],[1,"11.9%",105.39,null],[2,"19%",91.9,null],[3,"12.2%",104.82,null],[4,"4.2%",120.02,null],[5,"5%",118.5,null]],null],["2025-04-20T00:00:00.000Z","Apr '25",208.32,[[0,"23.1%",84.11,null],[1,"11.7%",105.77,null],[2,"19.6%",90.76,null],[3,"16.7%",96.27,null],[4,"4.5%",119.45,null],[5,"5.4%",117.74,null]],null],["2025-05-04T00:00:00.000Z","May '25",212.42,[[0,"27.3%",76.13,null],[1,"14.3%",100.83,null],[2,"20.9%",88.29,null],[3,"17.7%",94.37,null],[4,"4.8%",118.88,null],[5,"5.3%",117.93,null]],null],["2025-05-18T00:00:00.000Z","May '25",216.53,[[0,"23.3%",83.73,null],[1,"13.5%",102.35,null],[2,"21%",88.1,null],[3,"14.7%",100.07,null],[4,"4.2%",120.02,null],[5,"5.1%",118.31,null]],null],["2025-06-01T00:00:00.000Z","Jun '25",220.63,[[0,"24.2%",82.02,null],[1,"13.7%",101.97,null],[2,"21.4%",87.34,null],[3,"17.4%",94.94,null],[4,"5.2%",118.12,null],[5,"6.3%",116.03,null]],null],["2025-06-15T00:00:00.000Z","Jun '25",224.74,[[0,"26.5%",77.65,null],[1,"13.5%",102.35,null],[2,"22.1%",86.01,null],[3,"14.7%",100.07,null],[4,"4.7%",119.07,null],[5,"5.9%",116.79,null]],null],["2025-06-29T00:00:00.000Z","Jun '25",228.84,[[0,"27%",76.7,null],[1,"13.9%",101.59,null],[2,"21.1%",87.91,null],[3,"15.2%",99.12,null],[4,"5.5%",117.55,null],[5,"6.3%",116.03,null]],null],["2025-07-13T00:00:00.000Z","Jul '25",232.95,[[0,"25%",80.5,null],[1,"15%",99.5,null],[2,"21.5%",87.15,null],[3,"16%",97.6,null],[4,"5.2%",118.12,null],[5,"5.6%",117.36,null]],null],["2025-07-27T00:00:00.000Z","Jul '25",237.05,[[0,"23.8%",82.78,null],[1,"16%",97.6,null],[2,"22.4%",85.44,null],[3,"15.5%",98.55,null],[4,"4.6%",119.26,null],[5,"6%",116.6,null]],null],["2025-08-10T00:00:00.000Z","Aug '25",241.16,[[0,"21.4%",87.34,null],[1,"15.8%",97.98,null],[2,"20.8%",88.48,null],[3,"12.1%",105.01,null],[4,"4.3%",119.83,null],[5,"5.4%",117.74,null]],null],["2025-08-24T00:00:00.000Z","Aug '25",245.26,[[0,"25.5%",79.55,null],[1,"16.8%",96.08,null],[2,"22.6%",85.06,null],[3,"15.5%",98.55,null],[4,"4.9%",118.69,null],[5,"5.6%",117.36,null]],null],["2025-09-07T00:00:00.000Z","Sep '25",249.37,[[0,"26.8%",77.08,null],[1,"15.3%",98.93,null],[2,"21.7%",86.77,null],[3,"14.3%",100.83,null],[4,"4.5%",119.45,null],[5,"5.2%",118.12,null]],null],["2025-09-21T00:00:00.000Z","Sep '25",253.47,[[0,"29.8%",71.38,null],[1,"17.2%",95.32,null],[2,"23.1%",84.11,null],[3,"16.2%",97.22,null],[4,"4.8%",118.88,null],[5,"6.8%",115.08,null]],null],["2025-10-05T00:00:00.000Z","Oct '25",257.58,[[0,"29.3%",72.33,null],[1,"17.1%",95.51,null],[2,"23.9%",82.59,null],[3,"17.3%",95.13,null],[4,"4.6%",119.26,null],[5,"6.3%",116.03,null]],null],["2025-11-30T00:00:00.000Z","Nov '25",274,[[0,"41%",50.1,null],[1,"29.9%",71.19,null],[2,"34.7%",62.07,null],[3,"31.9%",67.39,null],[4,"12.7%",103.87,null],[5,"12.5%",104.25,null]],null],["2025-12-14T00:00:00.000Z","Dec '25",278.11,[[0,"32.1%",67.01,null],[1,"29.4%",72.14,null],[2,"32%",67.2,null],[3,"23.6%",83.16,null],[4,"10.5%",108.05,null],[5,"13.1%",103.11,null]],null],["2025-12-28T00:00:00.000Z","Dec '25",282.21,[[0,"36.5%",58.65,null],[1,"30.5%",70.05,null],[2,"33%",65.3,null],[3,"34%",63.4,null],[4,"13.7%",101.97,null],[5,"11.3%",106.53,null]],null],["2026-01-11T00:00:00.000Z","Jan '26",286.32,[[0,"37.7%",56.37,null],[1,"30.7%",69.67,null],[2,"34.1%",63.21,null],[3,"28.9%",73.09,null],[4,"11.7%",105.77,null],[5,"12.6%",104.06,null]],null],["2026-01-25T00:00:00.000Z","Jan '26",290.42,[[0,"37.5%",56.75,null],[1,"30.3%",70.43,null],[2,"34.9%",61.69,null],[3,"30%",71,null],[4,"13.3%",102.73,null],[5,"13.8%",101.78,null]],null],["2026-02-08T00:00:00.000Z","Feb '26",294.53,[[0,"41.2%",49.72,null],[1,"31.7%",67.77,null],[2,"36.3%",59.03,null],[3,"35.3%",60.93,null],[4,"12.7%",103.87,null],[5,"12.5%",104.25,null]],null],["2026-02-22T00:00:00.000Z","Feb '26",298.63,[[0,"40.8%",50.48,null],[1,"30.4%",70.24,null],[2,"34.4%",62.64,null],[3,"29.9%",71.19,null],[4,"13.9%",101.59,null],[5,"12.4%",104.44,null]],null],["2026-03-08T00:00:00.000Z","Mar '26",302.74,[[0,"30.3%",70.43,null],[1,"29.6%",71.76,null],[2,"34.4%",62.64,null],[3,"28.6%",73.66,null],[4,"13.5%",102.35,null],[5,"11.1%",106.91,null]],null],["2026-03-22T00:00:00.000Z","Mar '26",306.84,[[0,"35.9%",59.79,null],[1,"31.1%",68.91,null],[2,"36%",59.6,null],[3,"33.7%",63.97,null],[4,"16.9%",95.89,null],[5,"13.2%",102.92,null]],null],["2026-04-05T00:00:00.000Z","Apr '26",310.95,[[0,"41.5%",49.15,null],[1,"34.1%",63.21,null],[2,"36.9%",57.89,null],[3,"27.6%",75.56,null],[4,"16.9%",95.89,null],[5,"13.8%",101.78,null]],null],["2026-04-19T00:00:00.000Z","Apr '26",315.05,[[0,"41.8%",48.58,null],[1,"33%",65.3,null],[2,"36.3%",59.03,null],[3,"32.3%",66.63,null],[4,"16.9%",95.89,null],[5,"15.4%",98.74,null]],null],["2026-05-03T00:00:00.000Z","May '26",319.16,[[0,"39.7%",52.57,null],[1,"33.9%",63.59,null],[2,"37%",57.7,null],[3,"34.7%",62.07,null],[4,"16.4%",96.84,null],[5,"14.3%",100.83,null]],null],["2026-05-17T00:00:00.000Z","May '26",323.26,[[0,"42.9%",46.49,null],[1,"31.3%",68.53,null],[2,"38.8%",54.28,null],[3,"31.3%",68.53,null],[4,"15.5%",98.55,null],[5,"15.3%",98.93,null]],null],["2026-05-31T00:00:00.000Z","May '26",327.37,[[0,"38.8%",54.28,null],[1,"35.7%",60.17,null],[2,"36.7%",58.27,null],[3,"32.1%",67.01,null],[4,"16.1%",97.41,null],[5,"15.9%",97.79,null]],null],["2026-06-14T00:00:00.000Z","Jun '26",331.47,[[0,"41.9%",48.39,null],[1,"34.9%",61.69,null],[2,"37.6%",56.56,null],[3,"35.4%",60.74,null],[4,"17.4%",94.94,null],[5,"15.1%",99.31,null]],null],["2026-06-28T00:00:00.000Z","Jun '26",335.58,[[0,"43.5%",45.35,null],[1,"34.3%",62.83,null],[2,"38.2%",55.42,null],[3,"34.3%",62.83,null],[4,"19.2%",91.52,null],[5,"16.3%",97.03,null]],null],["2026-07-12T00:00:00.000Z","Jul '26",339.68,[[0,"43.7%",44.97,null],[1,"36%",59.6,null],[2,"37.6%",56.56,null],[3,"30.9%",69.29,null],[4,"19.7%",90.57,null],[5,"17.4%",94.94,null]],null],["2026-07-26T00:00:00.000Z","Jul '26",343.79,[[0,"41.9%",48.39,null],[1,"35.5%",60.55,null],[2,"40%",52,null],[3,"36.2%",59.22,null],[4,"20.3%",89.43,null],[5,"15.5%",98.55,null]],null],["2026-08-09T00:00:00.000Z","Aug '26",347.89,[[0,"45%",42.5,null],[1,"36.8%",58.08,null],[2,"39.3%",53.33,null],[3,"36.7%",58.27,null],[4,"19.3%",91.33,null],[5,"15.5%",98.55,null]],null],["2026-08-23T00:00:00.000Z","Aug '26",352,[[0,"46%",40.6,null],[1,"40%",52,null],[2,"41.9%",48.39,null],[3,"33.8%",63.78,null],[4,"20.3%",89.43,null],[5,"15.2%",99.12,null]],null]]}Information (NAICS 51): 46% on Aug '26. Finance and Insurance (NAICS 52): 40% on Aug '26. Professional, Scientific, and Technical Services (NAICS 54): 41.9% on Aug '26. Educational Services (NAICS 61): 33.8% on Aug '26. Manufacturing (NAICS 31–33): 20.3% on Aug '26. Retail Trade (NAICS 44–45): 15.2% on Aug '26
SOURCE: U.S. Census Bureau Business Trends and Outlook Survey

U.S. Business AI Use

U.S. Business AI Use

  • Used AI to produce goods or services (original wording)
  • Used AI in any business function (revised wording)
In the latest BTOS period ending 2026-08-23, the revised current-use question measured 22.4% of U.S. employer businesses. Do not compare this level directly with the original-wording series.30%20%10%0%Jan '24Jan '25Jul '26{"f":[360,150,40,8],"s":[["Used AI to produce goods or services (original wording)","#5975A4"],["Used AI in any business function (revised wording)","#E45756"]],"p":[["2023-09-24T00:00:00.000Z","Sep '23",40,[[0,"3.7%",113.94,null]],null],["2023-10-08T00:00:00.000Z","Oct '23",44.11,[[0,"3.7%",113.94,null]],null],["2023-10-22T00:00:00.000Z","Oct '23",48.21,[[0,"3.8%",113.56,null]],null],["2023-11-05T00:00:00.000Z","Nov '23",52.32,[[0,"3.9%",113.18,null]],null],["2023-11-19T00:00:00.000Z","Nov '23",56.42,[[0,"4.4%",111.28,null]],null],["2023-12-03T00:00:00.000Z","Dec '23",60.53,[[0,"4.6%",110.52,null]],null],["2023-12-17T00:00:00.000Z","Dec '23",64.63,[[0,"4.9%",109.38,null]],null],["2023-12-31T00:00:00.000Z","Dec '23",68.74,[[0,"4.9%",109.38,null]],null],["2024-01-14T00:00:00.000Z","Jan '24",72.84,[[0,"4.6%",110.52,null]],null],["2024-01-28T00:00:00.000Z","Jan '24",76.95,[[0,"5.3%",107.86,null]],null],["2024-02-11T00:00:00.000Z","Feb '24",81.05,[[0,"5%",109,null]],null],["2024-02-25T00:00:00.000Z","Feb '24",85.16,[[0,"5.4%",107.48,null]],null],["2024-03-10T00:00:00.000Z","Mar '24",89.26,[[0,"4.3%",111.66,null]],null],["2024-03-24T00:00:00.000Z","Mar '24",93.37,[[0,"4.4%",111.28,null]],null],["2024-04-07T00:00:00.000Z","Apr '24",97.47,[[0,"4.2%",112.04,null]],null],["2024-04-21T00:00:00.000Z","Apr '24",101.58,[[0,"4.8%",109.76,null]],null],["2024-05-05T00:00:00.000Z","May '24",105.68,[[0,"4.7%",110.14,null]],null],["2024-05-19T00:00:00.000Z","May '24",109.79,[[0,"4.8%",109.76,null]],null],["2024-06-02T00:00:00.000Z","Jun '24",113.89,[[0,"4.6%",110.52,null]],null],["2024-06-16T00:00:00.000Z","Jun '24",118,[[0,"5%",109,null]],null],["2024-06-30T00:00:00.000Z","Jun '24",122.11,[[0,"4.7%",110.14,null]],null],["2024-07-14T00:00:00.000Z","Jul '24",126.21,[[0,"5%",109,null]],null],["2024-07-28T00:00:00.000Z","Jul '24",130.32,[[0,"5.1%",108.62,null]],null],["2024-08-11T00:00:00.000Z","Aug '24",134.42,[[0,"5.1%",108.62,null]],null],["2024-08-25T00:00:00.000Z","Aug '24",138.53,[[0,"5.5%",107.1,null]],null],["2024-09-08T00:00:00.000Z","Sep '24",142.63,[[0,"5.7%",106.34,null]],null],["2024-09-22T00:00:00.000Z","Sep '24",146.74,[[0,"5.9%",105.58,null]],null],["2024-10-06T00:00:00.000Z","Oct '24",150.84,[[0,"6%",105.2,null]],null],["2024-10-20T00:00:00.000Z","Oct '24",154.95,[[0,"6%",105.2,null]],null],["2024-11-03T00:00:00.000Z","Nov '24",159.05,[[0,"6%",105.2,null]],null],["2024-11-17T00:00:00.000Z","Nov '24",163.16,[[0,"6.1%",104.82,null]],null],["2024-12-01T00:00:00.000Z","Dec '24",167.26,[[0,"6.1%",104.82,null]],null],["2024-12-15T00:00:00.000Z","Dec '24",171.37,[[0,"6.1%",104.82,null]],null],["2024-12-29T00:00:00.000Z","Dec '24",175.47,[[0,"6.3%",104.06,null]],null],["2025-01-12T00:00:00.000Z","Jan '25",179.58,[[0,"6%",105.2,null]],null],["2025-01-26T00:00:00.000Z","Jan '25",183.68,[[0,"6.7%",102.54,null]],null],["2025-02-09T00:00:00.000Z","Feb '25",187.79,[[0,"6.8%",102.16,null]],null],["2025-02-23T00:00:00.000Z","Feb '25",191.89,[[0,"7.3%",100.26,null]],null],["2025-03-09T00:00:00.000Z","Mar '25",196,[[0,"7.4%",99.88,null]],null],["2025-03-23T00:00:00.000Z","Mar '25",200.11,[[0,"7.8%",98.36,null]],null],["2025-04-06T00:00:00.000Z","Apr '25",204.21,[[0,"8%",97.6,null]],null],["2025-04-20T00:00:00.000Z","Apr '25",208.32,[[0,"8.3%",96.46,null]],null],["2025-05-04T00:00:00.000Z","May '25",212.42,[[0,"8.7%",94.94,null]],null],["2025-05-18T00:00:00.000Z","May '25",216.53,[[0,"8.7%",94.94,null]],null],["2025-06-01T00:00:00.000Z","Jun '25",220.63,[[0,"9.2%",93.04,null]],null],["2025-06-15T00:00:00.000Z","Jun '25",224.74,[[0,"9.2%",93.04,null]],null],["2025-06-29T00:00:00.000Z","Jun '25",228.84,[[0,"9.3%",92.66,null]],null],["2025-07-13T00:00:00.000Z","Jul '25",232.95,[[0,"9.3%",92.66,null]],null],["2025-07-27T00:00:00.000Z","Jul '25",237.05,[[0,"9.4%",92.28,null]],null],["2025-08-10T00:00:00.000Z","Aug '25",241.16,[[0,"8.8%",94.56,null]],null],["2025-08-24T00:00:00.000Z","Aug '25",245.26,[[0,"9.7%",91.14,null]],null],["2025-09-07T00:00:00.000Z","Sep '25",249.37,[[0,"9.1%",93.42,null]],null],["2025-09-21T00:00:00.000Z","Sep '25",253.47,[[0,"9.9%",90.38,null]],null],["2025-10-05T00:00:00.000Z","Oct '25",257.58,[[0,"10%",90,null]],null],["2025-11-30T00:00:00.000Z","Nov '25",274,[[1,"17.3%",62.26,null]],null],["2025-12-14T00:00:00.000Z","Dec '25",278.11,[[1,"17.2%",62.64,null]],null],["2025-12-28T00:00:00.000Z","Dec '25",282.21,[[1,"17.8%",60.36,null]],null],["2026-01-11T00:00:00.000Z","Jan '26",286.32,[[1,"17.7%",60.74,null]],null],["2026-01-25T00:00:00.000Z","Jan '26",290.42,[[1,"18.2%",58.84,null]],null],["2026-02-08T00:00:00.000Z","Feb '26",294.53,[[1,"18.9%",56.18,null]],null],["2026-02-22T00:00:00.000Z","Feb '26",298.63,[[1,"17.5%",61.5,null]],null],["2026-03-08T00:00:00.000Z","Mar '26",302.74,[[1,"18.2%",58.84,null]],null],["2026-03-22T00:00:00.000Z","Mar '26",306.84,[[1,"18.9%",56.18,null]],null],["2026-04-05T00:00:00.000Z","Apr '26",310.95,[[1,"19.1%",55.42,null]],null],["2026-04-19T00:00:00.000Z","Apr '26",315.05,[[1,"19.8%",52.76,null]],null],["2026-05-03T00:00:00.000Z","May '26",319.16,[[1,"19.8%",52.76,null]],null],["2026-05-17T00:00:00.000Z","May '26",323.26,[[1,"19.5%",53.9,null]],null],["2026-05-31T00:00:00.000Z","May '26",327.37,[[1,"20.6%",49.72,null]],null],["2026-06-14T00:00:00.000Z","Jun '26",331.47,[[1,"20.6%",49.72,null]],null],["2026-06-28T00:00:00.000Z","Jun '26",335.58,[[1,"20.6%",49.72,null]],null],["2026-07-12T00:00:00.000Z","Jul '26",339.68,[[1,"21.7%",45.54,null]],null],["2026-07-26T00:00:00.000Z","Jul '26",343.79,[[1,"21.5%",46.3,null]],null],["2026-08-09T00:00:00.000Z","Aug '26",347.89,[[1,"21.8%",45.16,null]],null],["2026-08-23T00:00:00.000Z","Aug '26",352,[[1,"22.4%",42.88,null]],null]]}Used AI to produce goods or services (original wording): 10% on Oct '25. Used AI in any business function (revised wording): 22.4% on Aug '26
SOURCE: U.S. Census Bureau Business Trends and Outlook Survey

Indeed AI Job Postings Share

Indeed AI Job Postings Share

  • Australia
  • Canada
  • Germany
  • France
  • United Kingdom
  • Ireland
  • Italy
  • Netherlands
  • United States
In 2026-07-01, AI-related postings represented Canada of Indeed postings in the selected countries.20%15%10%5%0%2019202120232026{"f":[360,150,40,8],"s":[["Australia","#2563eb"],["Canada","#dc2626"],["Germany","#475569"],["France","#9333ea"],["United Kingdom","#16a34a"],["Ireland","#ea580c"],["Italy","#d97706"],["Netherlands","#0891b2"],["United States","#db2777"]],"p":[["2019-01-01T00:00:00.000Z","Jan '19",40,[[0,"2.19%",115.52,null],[1,"1.78%",117.87,null],[2,"1.99%",116.65,null],[3,"2.44%",114.12,null],[4,"2.1%",116.01,null],[5,"4%",105.19,null],[6,"2.16%",115.66,null],[7,"1.77%",117.92,null],[8,"1.71%",118.25,null]],null],["2019-02-01T00:00:00.000Z","Feb '19",43.53,[[0,"2.06%",116.28,null],[1,"1.7%",118.29,null],[2,"2%",116.61,null],[3,"2.26%",115.13,null],[4,"2.1%",116.01,null],[5,"3.95%",105.49,null],[6,"2.1%",116.05,null],[7,"1.83%",117.55,null],[8,"1.76%",117.96,null]],null],["2019-03-01T00:00:00.000Z","Mar '19",46.72,[[0,"2.11%",115.96,null],[1,"1.6%",118.87,null],[2,"2.08%",116.15,null],[3,"2.18%",115.55,null],[4,"2.06%",116.27,null],[5,"4.04%",104.99,null],[6,"2.06%",116.28,null],[7,"1.8%",117.74,null],[8,"1.71%",118.23,null]],null],["2019-04-01T00:00:00.000Z","Apr '19",50.26,[[0,"2.16%",115.71,null],[1,"1.5%",119.45,null],[2,"2.13%",115.87,null],[3,"2.13%",115.87,null],[4,"1.99%",116.68,null],[5,"4.03%",105.03,null],[6,"2.04%",116.39,null],[7,"1.86%",117.42,null],[8,"1.67%",118.46,null]],null],["2019-05-01T00:00:00.000Z","May '19",53.67,[[0,"2.16%",115.7,null],[1,"1.59%",118.96,null],[2,"2.11%",115.99,null],[3,"2.08%",116.15,null],[4,"2.02%",116.48,null],[5,"4.12%",104.49,null],[6,"2.3%",114.89,null],[7,"1.78%",117.87,null],[8,"1.67%",118.51,null]],null],["2019-06-01T00:00:00.000Z","Jun '19",57.21,[[0,"2.12%",115.93,null],[1,"1.64%",118.67,null],[2,"2.05%",116.29,null],[3,"2.1%",116.05,null],[4,"2.03%",116.42,null],[5,"4.08%",104.72,null],[6,"2.33%",114.71,null],[7,"1.76%",118,null],[8,"1.67%",118.48,null]],null],["2019-07-01T00:00:00.000Z","Jul '19",60.63,[[0,"2.2%",115.44,null],[1,"1.68%",118.43,null],[2,"1.99%",116.67,null],[3,"2.08%",116.16,null],[4,"2.06%",116.26,null],[5,"4.17%",104.26,null],[6,"2.43%",114.13,null],[7,"1.81%",117.68,null],[8,"1.73%",118.13,null]],null],["2019-08-01T00:00:00.000Z","Aug '19",64.16,[[0,"2.25%",115.18,null],[1,"1.72%",118.22,null],[2,"1.98%",116.71,null],[3,"2.1%",116.03,null],[4,"2.04%",116.35,null],[5,"4.05%",104.89,null],[6,"2.87%",111.62,null],[7,"1.92%",117.03,null],[8,"1.72%",118.19,null]],null],["2019-09-01T00:00:00.000Z","Sep '19",67.69,[[0,"2.18%",115.56,null],[1,"1.72%",118.19,null],[2,"1.94%",116.94,null],[3,"2.08%",116.14,null],[4,"2.03%",116.45,null],[5,"3.88%",105.87,null],[6,"2.78%",112.14,null],[7,"1.9%",117.19,null],[8,"1.75%",118.02,null]],null],["2019-10-01T00:00:00.000Z","Oct '19",71.11,[[0,"2.05%",116.3,null],[1,"1.78%",117.87,null],[2,"1.93%",117,null],[3,"2.23%",115.28,null],[4,"2.05%",116.32,null],[5,"3.93%",105.58,null],[6,"2.77%",112.2,null],[7,"1.88%",117.3,null],[8,"1.8%",117.71,null]],null],["2019-11-01T00:00:00.000Z","Nov '19",74.64,[[0,"2.12%",115.94,null],[1,"1.89%",117.21,null],[2,"1.95%",116.87,null],[3,"2.43%",114.16,null],[4,"2.14%",115.8,null],[5,"3.93%",105.59,null],[6,"2.9%",111.48,null],[7,"1.77%",117.88,null],[8,"1.84%",117.52,null]],null],["2019-12-01T00:00:00.000Z","Dec '19",78.06,[[0,"2.34%",114.69,null],[1,"2.07%",116.19,null],[2,"1.98%",116.74,null],[3,"2.45%",114.03,null],[4,"2.3%",114.87,null],[5,"4.2%",104.07,null],[6,"2.93%",111.33,null],[7,"1.88%",117.29,null],[8,"1.89%",117.22,null]],null],["2020-01-01T00:00:00.000Z","Jan '20",81.59,[[0,"2.4%",114.32,null],[1,"2.17%",115.65,null],[2,"1.99%",116.65,null],[3,"2.4%",114.32,null],[4,"2.34%",114.67,null],[5,"4.32%",103.35,null],[6,"2.94%",111.23,null],[7,"1.93%",116.98,null],[8,"1.89%",117.22,null]],null],["2020-02-01T00:00:00.000Z","Feb '20",85.12,[[0,"2.44%",114.09,null],[1,"2.13%",115.86,null],[2,"1.99%",116.68,null],[3,"2.26%",115.11,null],[4,"2.36%",114.56,null],[5,"4.39%",102.95,null],[6,"2.77%",112.22,null],[7,"1.97%",116.77,null],[8,"1.95%",116.9,null]],null],["2020-03-01T00:00:00.000Z","Mar '20",88.43,[[0,"2.77%",112.21,null],[1,"2.16%",115.69,null],[2,"2%",116.59,null],[3,"2.15%",115.76,null],[4,"2.55%",113.46,null],[5,"4.82%",100.55,null],[6,"2.96%",111.15,null],[7,"2.1%",116.02,null],[8,"1.99%",116.67,null]],null],["2020-04-01T00:00:00.000Z","Apr '20",91.96,[[0,"2.84%",111.82,null],[1,"2.29%",114.96,null],[2,"1.94%",116.94,null],[3,"2.35%",114.63,null],[4,"3.11%",110.28,null],[5,"5.46%",96.85,null],[6,"3.53%",107.87,null],[7,"2.21%",115.42,null],[8,"1.93%",116.99,null]],null],["2020-05-01T00:00:00.000Z","May '20",95.38,[[0,"2.78%",112.14,null],[1,"2.14%",115.78,null],[2,"1.87%",117.35,null],[3,"2.35%",114.61,null],[4,"2.99%",110.95,null],[5,"5.47%",96.83,null],[6,"3.61%",107.4,null],[7,"2.21%",115.41,null],[8,"1.74%",118.08,null]],null],["2020-06-01T00:00:00.000Z","Jun '20",98.91,[[0,"2.33%",114.71,null],[1,"2.04%",116.38,null],[2,"1.83%",117.56,null],[3,"2.22%",115.33,null],[4,"2.94%",111.22,null],[5,"5.33%",97.6,null],[6,"3.55%",107.77,null],[7,"2.1%",116.04,null],[8,"1.57%",119.03,null]],null],["2020-07-01T00:00:00.000Z","Jul '20",102.33,[[0,"2.55%",113.44,null],[1,"1.98%",116.69,null],[2,"1.79%",117.77,null],[3,"2.15%",115.75,null],[4,"2.86%",111.69,null],[5,"4.98%",99.62,null],[6,"3.4%",108.63,null],[7,"2.04%",116.37,null],[8,"1.49%",119.53,null]],null],["2020-08-01T00:00:00.000Z","Aug '20",105.86,[[0,"2.58%",113.29,null],[1,"1.93%",117,null],[2,"1.78%",117.88,null],[3,"2.3%",114.88,null],[4,"2.63%",113.02,null],[5,"4.73%",101.05,null],[6,"3.3%",109.18,null],[7,"1.98%",116.69,null],[8,"1.49%",119.49,null]],null],["2020-09-01T00:00:00.000Z","Sep '20",109.4,[[0,"2.5%",113.74,null],[1,"1.94%",116.92,null],[2,"1.74%",118.08,null],[3,"2.15%",115.74,null],[4,"2.53%",113.59,null],[5,"4.91%",100.01,null],[6,"3.11%",110.26,null],[7,"1.86%",117.39,null],[8,"1.54%",119.22,null]],null],["2020-10-01T00:00:00.000Z","Oct '20",112.82,[[0,"2.46%",113.97,null],[1,"2.12%",115.92,null],[2,"1.77%",117.9,null],[3,"2.25%",115.19,null],[4,"2.69%",112.68,null],[5,"4.92%",99.96,null],[6,"3.16%",110,null],[7,"1.94%",116.96,null],[8,"1.62%",118.76,null]],null],["2020-11-01T00:00:00.000Z","Nov '20",116.35,[[0,"2.54%",113.54,null],[1,"2.27%",115.07,null],[2,"1.87%",117.36,null],[3,"2.51%",113.67,null],[4,"2.96%",111.13,null],[5,"5.32%",97.7,null],[6,"3.42%",108.5,null],[7,"2.09%",116.06,null],[8,"1.75%",118.03,null]],null],["2020-12-01T00:00:00.000Z","Dec '20",119.77,[[0,"2.76%",112.28,null],[1,"2.53%",113.59,null],[2,"1.96%",116.82,null],[3,"2.53%",113.57,null],[4,"3.13%",110.17,null],[5,"5.29%",97.87,null],[6,"3.77%",106.51,null],[7,"2.24%",115.25,null],[8,"1.91%",117.1,null]],null],["2021-01-01T00:00:00.000Z","Jan '21",123.3,[[0,"2.96%",111.11,null],[1,"2.83%",111.88,null],[2,"2.08%",116.17,null],[3,"2.45%",114.02,null],[4,"3.51%",108,null],[5,"5.89%",94.44,null],[6,"3.94%",105.56,null],[7,"2.41%",114.27,null],[8,"1.98%",116.72,null]],null],["2021-02-01T00:00:00.000Z","Feb '21",126.83,[[0,"2.95%",111.18,null],[1,"2.88%",111.61,null],[2,"2.21%",115.42,null],[3,"2.28%",115.01,null],[4,"3.62%",107.39,null],[5,"6.26%",92.31,null],[6,"3.89%",105.84,null],[7,"2.58%",113.3,null],[8,"2.14%",115.8,null]],null],["2021-03-01T00:00:00.000Z","Mar '21",130.02,[[0,"3.12%",110.24,null],[1,"2.69%",112.68,null],[2,"2.38%",114.45,null],[3,"2.2%",115.44,null],[4,"3.41%",108.55,null],[5,"6.65%",90.12,null],[6,"4.14%",104.43,null],[7,"2.64%",112.95,null],[8,"2.22%",115.37,null]],null],["2021-04-01T00:00:00.000Z","Apr '21",133.55,[[0,"2.94%",111.23,null],[1,"2.68%",112.74,null],[2,"2.45%",114.05,null],[3,"2.21%",115.38,null],[4,"3.04%",110.67,null],[5,"6.89%",88.75,null],[6,"4.17%",104.25,null],[7,"2.61%",113.12,null],[8,"2.08%",116.16,null]],null],["2021-05-01T00:00:00.000Z","May '21",136.97,[[0,"3.03%",110.7,null],[1,"2.83%",111.87,null],[2,"2.42%",114.23,null],[3,"2.18%",115.6,null],[4,"2.74%",112.4,null],[5,"6.19%",92.74,null],[6,"3.75%",106.62,null],[7,"2.57%",113.33,null],[8,"2.09%",116.07,null]],null],["2021-06-01T00:00:00.000Z","Jun '21",140.51,[[0,"3.16%",109.99,null],[1,"2.78%",112.17,null],[2,"2.42%",114.21,null],[3,"2.06%",116.25,null],[4,"2.68%",112.72,null],[5,"5.94%",94.13,null],[6,"3.59%",107.53,null],[7,"2.46%",113.96,null],[8,"2.17%",115.63,null]],null],["2021-07-01T00:00:00.000Z","Jul '21",143.92,[[0,"3.4%",108.65,null],[1,"2.73%",112.41,null],[2,"2.41%",114.27,null],[3,"2.02%",116.51,null],[4,"2.69%",112.68,null],[5,"5.67%",95.68,null],[6,"3.69%",106.95,null],[7,"2.39%",114.37,null],[8,"2.23%",115.28,null]],null],["2021-08-01T00:00:00.000Z","Aug '21",147.46,[[0,"3.59%",107.51,null],[1,"2.66%",112.82,null],[2,"2.48%",113.86,null],[3,"2.04%",116.39,null],[4,"2.58%",113.3,null],[5,"5.18%",98.48,null],[6,"4.1%",104.62,null],[7,"2.43%",114.14,null],[8,"2.39%",114.38,null]],null],["2021-09-01T00:00:00.000Z","Sep '21",150.99,[[0,"3.63%",107.29,null],[1,"2.73%",112.45,null],[2,"2.47%",113.9,null],[3,"1.99%",116.67,null],[4,"2.56%",113.41,null],[5,"5.13%",98.74,null],[6,"4.02%",105.07,null],[7,"2.4%",114.32,null],[8,"2.56%",113.41,null]],null],["2021-10-01T00:00:00.000Z","Oct '21",154.41,[[0,"3.37%",108.78,null],[1,"2.86%",111.7,null],[2,"2.43%",114.13,null],[3,"2.06%",116.26,null],[4,"2.56%",113.39,null],[5,"5.25%",98.06,null],[6,"4.02%",105.07,null],[7,"2.44%",114.1,null],[8,"2.69%",112.66,null]],null],["2021-11-01T00:00:00.000Z","Nov '21",157.94,[[0,"3.29%",109.26,null],[1,"3.02%",110.78,null],[2,"2.43%",114.15,null],[3,"2.25%",115.2,null],[4,"2.67%",112.78,null],[5,"5.48%",96.74,null],[6,"3.99%",105.28,null],[7,"2.5%",113.75,null],[8,"2.84%",111.8,null]],null],["2021-12-01T00:00:00.000Z","Dec '21",161.36,[[0,"3.37%",108.81,null],[1,"3.25%",109.49,null],[2,"2.51%",113.72,null],[3,"2.28%",114.98,null],[4,"2.93%",111.32,null],[5,"6%",93.79,null],[6,"4.16%",104.27,null],[7,"2.58%",113.3,null],[8,"3%",110.9,null]],null],["2022-01-01T00:00:00.000Z","Jan '22",164.89,[[0,"3.67%",107.11,null],[1,"3.46%",108.29,null],[2,"2.57%",113.35,null],[3,"2.3%",114.9,null],[4,"3.23%",109.61,null],[5,"6.22%",92.57,null],[6,"4.21%",103.98,null],[7,"2.66%",112.84,null],[8,"3.07%",110.48,null]],null],["2022-02-01T00:00:00.000Z","Feb '22",168.42,[[0,"3.38%",108.71,null],[1,"3.41%",108.56,null],[2,"2.55%",113.45,null],[3,"2.16%",115.66,null],[4,"3.15%",110.06,null],[5,"5.66%",95.75,null],[6,"4.11%",104.55,null],[7,"2.59%",113.25,null],[8,"3.22%",109.65,null]],null],["2022-03-01T00:00:00.000Z","Mar '22",171.61,[[0,"3.36%",108.82,null],[1,"3.29%",109.27,null],[2,"2.57%",113.34,null],[3,"2.12%",115.93,null],[4,"3.09%",110.37,null],[5,"5.65%",95.79,null],[6,"4.04%",104.96,null],[7,"2.57%",113.37,null],[8,"3.23%",109.58,null]],null],["2022-04-01T00:00:00.000Z","Apr '22",175.15,[[0,"3.36%",108.85,null],[1,"3.19%",109.83,null],[2,"2.62%",113.08,null],[3,"2.06%",116.26,null],[4,"2.98%",111.04,null],[5,"5.09%",98.97,null],[6,"4.12%",104.49,null],[7,"2.53%",113.6,null],[8,"3.19%",109.83,null]],null],["2022-05-01T00:00:00.000Z","May '22",178.57,[[0,"3.36%",108.84,null],[1,"3.08%",110.45,null],[2,"2.64%",112.95,null],[3,"2.03%",116.43,null],[4,"2.87%",111.67,null],[5,"5.19%",98.44,null],[6,"4.02%",105.11,null],[7,"2.51%",113.71,null],[8,"3.19%",109.81,null]],null],["2022-06-01T00:00:00.000Z","Jun '22",182.1,[[0,"3.14%",110.1,null],[1,"3.02%",110.78,null],[2,"2.68%",112.7,null],[3,"1.99%",116.66,null],[4,"2.72%",112.51,null],[5,"5.18%",98.48,null],[6,"3.78%",106.48,null],[7,"2.46%",113.98,null],[8,"3.05%",110.62,null]],null],["2022-07-01T00:00:00.000Z","Jul '22",185.52,[[0,"3.16%",110,null],[1,"2.96%",111.13,null],[2,"2.59%",113.24,null],[3,"1.95%",116.9,null],[4,"2.59%",113.26,null],[5,"5.16%",98.59,null],[6,"3.82%",106.22,null],[7,"2.42%",114.2,null],[8,"2.9%",111.46,null]],null],["2022-08-01T00:00:00.000Z","Aug '22",189.05,[[0,"3.12%",110.24,null],[1,"2.76%",112.26,null],[2,"2.53%",113.59,null],[3,"1.9%",117.15,null],[4,"2.51%",113.72,null],[5,"5%",99.48,null],[6,"3.65%",107.22,null],[7,"2.48%",113.88,null],[8,"2.74%",112.4,null]],null],["2022-09-01T00:00:00.000Z","Sep '22",192.58,[[0,"3%",110.92,null],[1,"2.54%",113.5,null],[2,"2.5%",113.76,null],[3,"1.82%",117.61,null],[4,"2.43%",114.16,null],[5,"4.75%",100.92,null],[6,"3.4%",108.59,null],[7,"2.42%",114.22,null],[8,"2.61%",113.12,null]],null],["2022-10-01T00:00:00.000Z","Oct '22",196,[[0,"2.75%",112.35,null],[1,"2.39%",114.35,null],[2,"2.38%",114.44,null],[3,"1.83%",117.56,null],[4,"2.32%",114.78,null],[5,"4.56%",101.99,null],[6,"3.46%",108.28,null],[7,"2.3%",114.88,null],[8,"2.45%",114.06,null]],null],["2022-11-01T00:00:00.000Z","Nov '22",199.53,[[0,"2.61%",113.1,null],[1,"2.26%",115.13,null],[2,"2.33%",114.73,null],[3,"1.88%",117.27,null],[4,"2.26%",115.14,null],[5,"4.29%",103.53,null],[6,"3.26%",109.42,null],[7,"2.3%",114.87,null],[8,"2.27%",115.05,null]],null],["2022-12-01T00:00:00.000Z","Dec '22",202.95,[[0,"2.48%",113.87,null],[1,"2.2%",115.45,null],[2,"2.25%",115.17,null],[3,"1.83%",117.59,null],[4,"2.16%",115.68,null],[5,"3.99%",105.26,null],[6,"2.96%",111.14,null],[7,"2.17%",115.61,null],[8,"2.19%",115.49,null]],null],["2023-01-01T00:00:00.000Z","Jan '23",206.48,[[0,"2.41%",114.28,null],[1,"2.16%",115.7,null],[2,"2.21%",115.42,null],[3,"1.75%",118,null],[4,"2.05%",116.32,null],[5,"3.71%",106.83,null],[6,"2.75%",112.32,null],[7,"2.13%",115.88,null],[8,"2.15%",115.72,null]],null],["2023-02-01T00:00:00.000Z","Feb '23",210.02,[[0,"2.34%",114.65,null],[1,"2.12%",115.9,null],[2,"2.33%",114.7,null],[3,"1.69%",118.36,null],[4,"2.01%",116.55,null],[5,"3.44%",108.41,null],[6,"2.63%",113.04,null],[7,"2.1%",116.05,null],[8,"2.1%",116.05,null]],null],["2023-03-01T00:00:00.000Z","Mar '23",213.21,[[0,"2.57%",113.37,null],[1,"2.07%",116.22,null],[2,"2.39%",114.36,null],[3,"1.68%",118.45,null],[4,"1.97%",116.77,null],[5,"3.37%",108.82,null],[6,"2.55%",113.45,null],[7,"2.05%",116.32,null],[8,"1.93%",117.02,null]],null],["2023-04-01T00:00:00.000Z","Apr '23",216.74,[[0,"2.47%",113.93,null],[1,"1.93%",116.97,null],[2,"2.26%",115.15,null],[3,"1.7%",118.29,null],[4,"1.93%",116.99,null],[5,"3.37%",108.82,null],[6,"2.43%",114.13,null],[7,"2%",116.61,null],[8,"1.81%",117.67,null]],null],["2023-05-01T00:00:00.000Z","May '23",220.16,[[0,"2.37%",114.51,null],[1,"1.87%",117.33,null],[2,"2.09%",116.07,null],[3,"1.68%",118.42,null],[4,"1.8%",117.75,null],[5,"3.3%",109.16,null],[6,"2.44%",114.1,null],[7,"1.92%",117.04,null],[8,"1.75%",118.02,null]],null],["2023-06-01T00:00:00.000Z","Jun '23",223.69,[[0,"2.32%",114.8,null],[1,"1.83%",117.58,null],[2,"2.07%",116.19,null],[3,"1.6%",118.87,null],[4,"1.73%",118.15,null],[5,"3.36%",108.83,null],[6,"2.29%",114.92,null],[7,"1.84%",117.52,null],[8,"1.71%",118.26,null]],null],["2023-07-01T00:00:00.000Z","Jul '23",227.11,[[0,"2.37%",114.48,null],[1,"1.89%",117.23,null],[2,"2.06%",116.26,null],[3,"1.58%",118.99,null],[4,"1.75%",118.01,null],[5,"3.79%",106.41,null],[6,"2.32%",114.79,null],[7,"1.87%",117.32,null],[8,"1.72%",118.2,null]],null],["2023-08-01T00:00:00.000Z","Aug '23",230.64,[[0,"2.45%",114.04,null],[1,"1.94%",116.96,null],[2,"2.05%",116.32,null],[3,"1.57%",119.06,null],[4,"1.81%",117.68,null],[5,"3.82%",106.24,null],[6,"2.43%",114.14,null],[7,"1.89%",117.22,null],[8,"1.74%",118.08,null]],null],["2023-09-01T00:00:00.000Z","Sep '23",234.17,[[0,"2.32%",114.76,null],[1,"1.99%",116.63,null],[2,"2.06%",116.28,null],[3,"1.56%",119.11,null],[4,"1.78%",117.85,null],[5,"3.72%",106.78,null],[6,"2.42%",114.21,null],[7,"1.85%",117.46,null],[8,"1.81%",117.7,null]],null],["2023-10-01T00:00:00.000Z","Oct '23",237.59,[[0,"2.19%",115.5,null],[1,"2.09%",116.08,null],[2,"2.04%",116.39,null],[3,"1.76%",117.98,null],[4,"1.84%",117.49,null],[5,"3.84%",106.13,null],[6,"2.41%",114.28,null],[7,"1.91%",117.09,null],[8,"1.84%",117.5,null]],null],["2023-11-01T00:00:00.000Z","Nov '23",241.12,[[0,"2.14%",115.8,null],[1,"2.18%",115.56,null],[2,"2.07%",116.19,null],[3,"1.96%",116.82,null],[4,"1.95%",116.9,null],[5,"3.83%",106.17,null],[6,"2.37%",114.48,null],[7,"1.96%",116.85,null],[8,"1.86%",117.38,null]],null],["2023-12-01T00:00:00.000Z","Dec '23",244.54,[[0,"2.27%",115.03,null],[1,"2.37%",114.49,null],[2,"2.12%",115.89,null],[3,"2%",116.6,null],[4,"2.15%",115.77,null],[5,"4.05%",104.93,null],[6,"2.42%",114.21,null],[7,"1.97%",116.76,null],[8,"1.9%",117.15,null]],null],["2024-01-01T00:00:00.000Z","Jan '24",248.08,[[0,"2.39%",114.38,null],[1,"2.54%",113.52,null],[2,"2.24%",115.23,null],[3,"2%",116.63,null],[4,"2.22%",115.32,null],[5,"4.25%",103.8,null],[6,"2.44%",114.09,null],[7,"2.01%",116.56,null],[8,"1.96%",116.82,null]],null],["2024-02-01T00:00:00.000Z","Feb '24",251.61,[[0,"2.29%",114.97,null],[1,"2.51%",113.71,null],[2,"2.28%",115,null],[3,"1.96%",116.84,null],[4,"2.25%",115.18,null],[5,"4.21%",104.01,null],[6,"2.36%",114.56,null],[7,"2.02%",116.51,null],[8,"2.05%",116.33,null]],null],["2024-03-01T00:00:00.000Z","Mar '24",254.91,[[0,"2.41%",114.25,null],[1,"2.52%",113.65,null],[2,"2.26%",115.13,null],[3,"1.97%",116.79,null],[4,"2.3%",114.89,null],[5,"4.29%",103.56,null],[6,"2.34%",114.68,null],[7,"2%",116.61,null],[8,"2.06%",116.27,null]],null],["2024-04-01T00:00:00.000Z","Apr '24",258.45,[[0,"2.37%",114.48,null],[1,"2.56%",113.42,null],[2,"2.22%",115.36,null],[3,"2.03%",116.4,null],[4,"2.35%",114.63,null],[5,"4.6%",101.81,null],[6,"2.35%",114.61,null],[7,"2.01%",116.53,null],[8,"2.03%",116.41,null]],null],["2024-05-01T00:00:00.000Z","May '24",261.86,[[0,"2.36%",114.53,null],[1,"2.66%",112.85,null],[2,"2.2%",115.47,null],[3,"2.09%",116.07,null],[4,"2.4%",114.3,null],[5,"4.45%",102.65,null],[6,"2.3%",114.9,null],[7,"1.97%",116.78,null],[8,"2.05%",116.31,null]],null],["2024-06-01T00:00:00.000Z","Jun '24",265.4,[[0,"2.41%",114.27,null],[1,"2.76%",112.28,null],[2,"2.21%",115.4,null],[3,"2.08%",116.13,null],[4,"2.45%",114.05,null],[5,"4.63%",101.61,null],[6,"2.37%",114.52,null],[7,"1.94%",116.92,null],[8,"2.18%",115.6,null]],null],["2024-07-01T00:00:00.000Z","Jul '24",268.82,[[0,"2.44%",114.11,null],[1,"2.97%",111.05,null],[2,"2.32%",114.79,null],[3,"2.08%",116.15,null],[4,"2.57%",113.35,null],[5,"5.49%",96.69,null],[6,"2.57%",113.34,null],[7,"1.99%",116.68,null],[8,"2.2%",115.44,null]],null],["2024-08-01T00:00:00.000Z","Aug '24",272.35,[[0,"2.52%",113.61,null],[1,"3.06%",110.57,null],[2,"2.36%",114.55,null],[3,"2.07%",116.21,null],[4,"2.62%",113.08,null],[5,"5.65%",95.81,null],[6,"2.92%",111.34,null],[7,"2.01%",116.52,null],[8,"2.24%",115.21,null]],null],["2024-09-01T00:00:00.000Z","Sep '24",275.88,[[0,"2.57%",113.34,null],[1,"3.18%",109.88,null],[2,"2.31%",114.83,null],[3,"2.05%",116.3,null],[4,"2.69%",112.69,null],[5,"5.47%",96.81,null],[6,"2.84%",111.83,null],[7,"1.95%",116.88,null],[8,"2.38%",114.44,null]],null],["2024-10-01T00:00:00.000Z","Oct '24",279.3,[[0,"2.54%",113.54,null],[1,"3.33%",109,null],[2,"2.28%",114.98,null],[3,"2.2%",115.45,null],[4,"2.82%",111.92,null],[5,"5.7%",95.54,null],[6,"2.87%",111.67,null],[7,"1.97%",116.78,null],[8,"2.46%",113.99,null]],null],["2024-11-01T00:00:00.000Z","Nov '24",282.83,[[0,"2.75%",112.32,null],[1,"3.36%",108.84,null],[2,"2.3%",114.89,null],[3,"2.4%",114.35,null],[4,"2.98%",111.01,null],[5,"6.03%",93.61,null],[6,"2.93%",111.3,null],[7,"2.01%",116.55,null],[8,"2.57%",113.35,null]],null],["2024-12-01T00:00:00.000Z","Dec '24",286.25,[[0,"2.84%",111.81,null],[1,"3.48%",108.16,null],[2,"2.34%",114.67,null],[3,"2.33%",114.71,null],[4,"3.21%",109.69,null],[5,"6.44%",91.28,null],[6,"2.77%",112.21,null],[7,"2.01%",116.54,null],[8,"2.66%",112.83,null]],null],["2025-01-01T00:00:00.000Z","Jan '25",289.78,[[0,"3.01%",110.86,null],[1,"3.64%",107.27,null],[2,"2.49%",113.83,null],[3,"2.27%",115.05,null],[4,"3.37%",108.8,null],[5,"6.61%",90.33,null],[6,"2.84%",111.79,null],[7,"2.08%",116.16,null],[8,"2.73%",112.46,null]],null],["2025-02-01T00:00:00.000Z","Feb '25",293.31,[[0,"3.14%",110.13,null],[1,"3.74%",106.66,null],[2,"2.57%",113.32,null],[3,"2.29%",114.93,null],[4,"3.48%",108.14,null],[5,"6.49%",91.02,null],[6,"2.8%",112.06,null],[7,"2.14%",115.82,null],[8,"2.79%",112.11,null]],null],["2025-03-01T00:00:00.000Z","Mar '25",296.51,[[0,"3.54%",107.81,null],[1,"3.86%",106.02,null],[2,"2.7%",112.59,null],[3,"2.48%",113.88,null],[4,"3.63%",107.33,null],[5,"6.76%",89.5,null],[6,"2.98%",111.02,null],[7,"2.18%",115.57,null],[8,"2.76%",112.29,null]],null],["2025-04-01T00:00:00.000Z","Apr '25",300.04,[[0,"3.54%",107.8,null],[1,"4.07%",104.77,null],[2,"2.77%",112.2,null],[3,"2.57%",113.33,null],[4,"3.94%",105.53,null],[5,"7.33%",86.24,null],[6,"3.03%",110.74,null],[7,"2.18%",115.6,null],[8,"2.78%",112.17,null]],null],["2025-05-01T00:00:00.000Z","May '25",303.46,[[0,"3.64%",107.27,null],[1,"4.25%",103.79,null],[2,"2.86%",111.72,null],[3,"2.53%",113.57,null],[4,"3.96%",105.42,null],[5,"7.62%",84.59,null],[6,"3%",110.89,null],[7,"2.21%",115.4,null],[8,"2.79%",112.09,null]],null],["2025-06-01T00:00:00.000Z","Jun '25",306.99,[[0,"4.13%",104.46,null],[1,"4.54%",102.12,null],[2,"3.04%",110.65,null],[3,"2.61%",113.13,null],[4,"4.39%",103,null],[5,"8.19%",81.32,null],[6,"3.2%",109.76,null],[7,"2.25%",115.17,null],[8,"3%",110.92,null]],null],["2025-07-01T00:00:00.000Z","Jul '25",310.41,[[0,"4.64%",101.54,null],[1,"4.86%",100.31,null],[2,"3.14%",110.13,null],[3,"2.64%",112.95,null],[4,"4.51%",102.29,null],[5,"8.86%",77.48,null],[6,"3.28%",109.32,null],[7,"2.26%",115.13,null],[8,"3.15%",110.03,null]],null],["2025-08-01T00:00:00.000Z","Aug '25",313.94,[[0,"4.79%",100.67,null],[1,"5.2%",98.35,null],[2,"3.53%",107.88,null],[3,"2.6%",113.18,null],[4,"4.85%",100.37,null],[5,"9.46%",74.1,null],[6,"3.61%",107.4,null],[7,"2.31%",114.81,null],[8,"3.34%",108.96,null]],null],["2025-09-01T00:00:00.000Z","Sep '25",317.47,[[0,"4.78%",100.73,null],[1,"5.59%",96.12,null],[2,"3.54%",107.8,null],[3,"2.6%",113.17,null],[4,"4.93%",99.88,null],[5,"9.47%",74.04,null],[6,"3.44%",108.4,null],[7,"2.3%",114.87,null],[8,"3.55%",107.78,null]],null],["2025-10-01T00:00:00.000Z","Oct '25",320.89,[[0,"5.09%",98.96,null],[1,"6.2%",92.66,null],[2,"3.56%",107.73,null],[3,"2.94%",111.22,null],[4,"5.44%",97,null],[5,"10.61%",67.54,null],[6,"3.33%",108.99,null],[7,"2.33%",114.74,null],[8,"3.86%",105.98,null]],null],["2025-11-01T00:00:00.000Z","Nov '25",324.42,[[0,"5.34%",97.56,null],[1,"7.25%",86.67,null],[2,"3.67%",107.1,null],[3,"3.31%",109.15,null],[4,"5.93%",94.21,null],[5,"11.28%",63.69,null],[6,"3.52%",107.91,null],[7,"2.49%",113.82,null],[8,"4.18%",104.19,null]],null],["2025-12-01T00:00:00.000Z","Dec '25",327.84,[[0,"5.73%",95.35,null],[1,"9.28%",75.11,null],[2,"3.84%",106.09,null],[3,"3.45%",108.35,null],[4,"6.68%",89.92,null],[5,"12.14%",58.81,null],[6,"3.74%",106.66,null],[7,"2.57%",113.35,null],[8,"4.37%",103.12,null]],null],["2026-01-01T00:00:00.000Z","Jan '26",331.37,[[0,"5.92%",94.23,null],[1,"11.8%",60.73,null],[2,"4.09%",104.7,null],[3,"3.35%",108.92,null],[4,"6.96%",88.35,null],[5,"12.14%",58.82,null],[6,"3.84%",106.11,null],[7,"2.66%",112.85,null],[8,"4.55%",102.07,null]],null],["2026-02-01T00:00:00.000Z","Feb '26",334.91,[[0,"5.9%",94.36,null],[1,"13.23%",52.58,null],[2,"4.23%",103.87,null],[3,"3.32%",109.06,null],[4,"7.13%",87.35,null],[5,"11.78%",60.83,null],[6,"3.54%",107.84,null],[7,"2.75%",112.35,null],[8,"4.91%",99.99,null]],null],["2026-03-01T00:00:00.000Z","Mar '26",338.1,[[0,"6.38%",91.62,null],[1,"14.53%",45.2,null],[2,"4.42%",102.8,null],[3,"3.67%",107.08,null],[4,"7.61%",84.61,null],[5,"11.8%",60.73,null],[6,"3.68%",107.02,null],[7,"2.99%",110.97,null],[8,"5.2%",98.36,null]],null],["2026-04-01T00:00:00.000Z","Apr '26",341.63,[[0,"6.83%",89.04,null],[1,"16.13%",36.06,null],[2,"4.72%",101.08,null],[3,"4.05%",104.91,null],[4,"8.25%",80.95,null],[5,"13.01%",53.84,null],[6,"4.17%",104.25,null],[7,"3.08%",110.46,null],[8,"5.46%",96.86,null]],null],["2026-05-01T00:00:00.000Z","May '26",345.05,[[0,"6.96%",88.31,null],[1,"16.97%",31.25,null],[2,"4.99%",99.55,null],[3,"4.18%",104.2,null],[4,"8.84%",77.61,null],[5,"13.74%",49.67,null],[6,"4.56%",102.02,null],[7,"3.11%",110.29,null],[8,"5.67%",95.67,null]],null],["2026-06-01T00:00:00.000Z","Jun '26",348.58,[[0,"7.33%",86.24,null],[1,"17.45%",28.56,null],[2,"5.03%",99.33,null],[3,"3.98%",105.29,null],[4,"9.2%",75.57,null],[5,"14.09%",47.69,null],[6,"4.37%",103.12,null],[7,"3.16%",109.97,null],[8,"5.82%",94.84,null]],null],["2026-07-01T00:00:00.000Z","Jul '26",352,[[0,"7.59%",84.73,null],[1,"18%",25.39,null],[2,"5.32%",97.65,null],[3,"3.99%",105.28,null],[4,"9.37%",74.61,null],[5,"14.56%",45.01,null],[6,"4.59%",101.86,null],[7,"3.37%",108.78,null],[8,"6.17%",92.82,null]],null]]}Australia: 7.6% on Jul '26. Canada: 18% on Jul '26. Germany: 5.3% on Jul '26. France: 4% on Jul '26. United Kingdom: 9.4% on Jul '26. Ireland: 14.6% on Jul '26. Italy: 4.6% on Jul '26. Netherlands: 3.4% on Jul '26. United States: 6.2% on Jul '26
SOURCE: Indeed Hiring Lab AI Tracker

Monthly npm Downloads of Official AI SDKs

Monthly npm Downloads of Official AI SDKs

  • OpenAI (openai)
  • Anthropic (@anthropic-ai/sdk)
  • Google Gen AI (@google/genai)
OpenAI (openai) recorded 148,136,807 downloads npm downloads in 2026-08-01, compared with 26,508,088 downloads in the prior complete month.150M100M50M0Jan '23Jan '24Jan '25Jul '26{"f":[360,150,40,8],"s":[["OpenAI (openai)","#10a37f"],["Anthropic (@anthropic-ai/sdk)","#d97757"],["Google Gen AI (@google/genai)","#4285f4"]],"p":[["2023-01-01T00:00:00.000Z","Jan '23",40,[[1,"97 downloads",128,null]],null],["2023-02-01T00:00:00.000Z","Feb '23",47.39,[[1,"928 downloads",128,null]],null],["2023-03-01T00:00:00.000Z","Mar '23",54.07,[[0,"1,487,458 downloads",126.87,null],[1,"57,504 downloads",127.96,null]],null],["2023-04-01T00:00:00.000Z","Apr '23",61.47,[[0,"2,123,759 downloads",126.39,null],[1,"195,579 downloads",127.85,null]],null],["2023-05-01T00:00:00.000Z","May '23",68.62,[[0,"2,778,296 downloads",125.89,null],[1,"296,727 downloads",127.77,null]],null],["2023-06-01T00:00:00.000Z","Jun '23",76.02,[[0,"3,347,939 downloads",125.46,null],[1,"467,263 downloads",127.64,null]],null],["2023-07-01T00:00:00.000Z","Jul '23",83.17,[[0,"4,198,199 downloads",124.81,null],[1,"826,176 downloads",127.37,null]],null],["2023-08-01T00:00:00.000Z","Aug '23",90.57,[[0,"4,922,733 downloads",124.26,null],[1,"973,878 downloads",127.26,null]],null],["2023-09-01T00:00:00.000Z","Sep '23",97.96,[[0,"4,617,028 downloads",124.49,null],[1,"899,567 downloads",127.32,null]],null],["2023-10-01T00:00:00.000Z","Oct '23",105.12,[[0,"5,195,285 downloads",124.05,null],[1,"1,075,680 downloads",127.18,null]],null],["2023-11-01T00:00:00.000Z","Nov '23",112.51,[[0,"5,245,821 downloads",124.01,null],[1,"1,087,945 downloads",127.17,null]],null],["2023-12-01T00:00:00.000Z","Dec '23",119.67,[[0,"4,953,010 downloads",124.24,null],[1,"1,062,197 downloads",127.19,null]],null],["2024-01-01T00:00:00.000Z","Jan '24",127.06,[[0,"6,170,496 downloads",123.31,null],[1,"1,336,386 downloads",126.98,null]],null],["2024-02-01T00:00:00.000Z","Feb '24",134.46,[[0,"6,397,798 downloads",123.14,null],[1,"1,335,215 downloads",126.99,null]],null],["2024-03-01T00:00:00.000Z","Mar '24",141.38,[[0,"7,033,718 downloads",122.65,null],[1,"1,745,479 downloads",126.67,null]],null],["2024-04-01T00:00:00.000Z","Apr '24",148.77,[[0,"7,335,940 downloads",122.42,null],[1,"2,333,718 downloads",126.23,null]],null],["2024-05-01T00:00:00.000Z","May '24",155.93,[[0,"7,917,804 downloads",121.98,null],[1,"2,520,249 downloads",126.08,null]],null],["2024-06-01T00:00:00.000Z","Jun '24",163.32,[[0,"8,085,677 downloads",121.85,null],[1,"2,311,716 downloads",126.24,null]],null],["2024-07-01T00:00:00.000Z","Jul '24",170.48,[[0,"8,859,641 downloads",121.27,null],[1,"2,176,387 downloads",126.35,null]],null],["2024-08-01T00:00:00.000Z","Aug '24",177.87,[[0,"9,602,251 downloads",120.7,null],[1,"2,283,932 downloads",126.26,null]],null],["2024-09-01T00:00:00.000Z","Sep '24",185.27,[[0,"9,497,667 downloads",120.78,null],[1,"2,370,023 downloads",126.2,null]],null],["2024-10-01T00:00:00.000Z","Oct '24",192.42,[[0,"10,234,118 downloads",120.22,null],[1,"2,629,335 downloads",126,null]],null],["2024-11-01T00:00:00.000Z","Nov '24",199.82,[[0,"9,797,902 downloads",120.55,null],[1,"2,540,809 downloads",126.07,null]],null],["2024-12-01T00:00:00.000Z","Dec '24",206.97,[[0,"9,447,815 downloads",120.82,null],[1,"2,617,617 downloads",126.01,null]],null],["2025-01-01T00:00:00.000Z","Jan '25",214.37,[[0,"11,238,328 downloads",119.46,null],[1,"3,220,823 downloads",125.55,null]],null],["2025-02-01T00:00:00.000Z","Feb '25",221.76,[[0,"12,786,152 downloads",118.28,null],[1,"3,919,892 downloads",125.02,null]],null],["2025-03-01T00:00:00.000Z","Mar '25",228.44,[[0,"14,907,178 downloads",116.67,null],[1,"4,659,479 downloads",124.46,null],[2,"23,882 downloads",127.98,null]],null],["2025-04-01T00:00:00.000Z","Apr '25",235.83,[[0,"16,319,367 downloads",115.6,null],[1,"5,160,732 downloads",124.08,null],[2,"326,467 downloads",127.75,null]],null],["2025-05-01T00:00:00.000Z","May '25",242.99,[[0,"17,764,861 downloads",114.5,null],[1,"5,923,485 downloads",123.5,null],[2,"823,917 downloads",127.37,null]],null],["2025-06-01T00:00:00.000Z","Jun '25",250.39,[[0,"20,356,038 downloads",112.53,null],[1,"7,484,293 downloads",122.31,null],[2,"1,913,506 downloads",126.55,null]],null],["2025-07-01T00:00:00.000Z","Jul '25",257.54,[[0,"23,283,790 downloads",110.3,null],[1,"8,410,174 downloads",121.61,null],[2,"3,508,933 downloads",125.33,null]],null],["2025-08-01T00:00:00.000Z","Aug '25",264.94,[[0,"26,508,088 downloads",107.85,null],[1,"9,386,947 downloads",120.87,null],[2,"4,367,373 downloads",124.68,null]],null],["2025-09-01T00:00:00.000Z","Sep '25",272.33,[[0,"28,571,807 downloads",106.29,null],[1,"9,816,552 downloads",120.54,null],[2,"6,996,273 downloads",122.68,null]],null],["2025-10-01T00:00:00.000Z","Oct '25",279.49,[[0,"32,838,066 downloads",103.04,null],[1,"10,874,996 downloads",119.74,null],[2,"8,039,971 downloads",121.89,null]],null],["2025-11-01T00:00:00.000Z","Nov '25",286.88,[[0,"31,705,142 downloads",103.9,null],[1,"11,884,122 downloads",118.97,null],[2,"7,886,577 downloads",122.01,null]],null],["2025-12-01T00:00:00.000Z","Dec '25",294.04,[[0,"33,952,403 downloads",102.2,null],[1,"13,301,274 downloads",117.89,null],[2,"10,314,929 downloads",120.16,null]],null],["2026-01-01T00:00:00.000Z","Jan '26",301.43,[[0,"42,229,601 downloads",95.91,null],[1,"17,226,666 downloads",114.91,null],[2,"15,677,296 downloads",116.09,null]],null],["2026-02-01T00:00:00.000Z","Feb '26",308.83,[[0,"50,093,720 downloads",89.93,null],[1,"24,055,363 downloads",109.72,null],[2,"24,110,829 downloads",109.68,null]],null],["2026-03-01T00:00:00.000Z","Mar '26",315.5,[[0,"71,409,136 downloads",73.73,null],[1,"40,746,913 downloads",97.03,null],[2,"40,968,692 downloads",96.86,null]],null],["2026-04-01T00:00:00.000Z","Apr '26",322.9,[[0,"78,839,300 downloads",68.08,null],[1,"63,810,977 downloads",79.5,null],[2,"43,751,007 downloads",94.75,null]],null],["2026-05-01T00:00:00.000Z","May '26",330.06,[[0,"93,459,170 downloads",56.97,null],[1,"85,366,234 downloads",63.12,null],[2,"50,620,018 downloads",89.53,null]],null],["2026-06-01T00:00:00.000Z","Jun '26",337.45,[[0,"107,525,418 downloads",46.28,null],[1,"97,548,464 downloads",53.86,null],[2,"65,111,568 downloads",78.52,null]],null],["2026-07-01T00:00:00.000Z","Jul '26",344.61,[[0,"129,765,443 downloads",29.38,null],[1,"117,147,185 downloads",38.97,null],[2,"68,237,140 downloads",76.14,null]],null],["2026-08-01T00:00:00.000Z","Aug '26",352,[[0,"148,136,807 downloads",15.42,null],[1,"137,404,599 downloads",23.57,null],[2,"83,525,506 downloads",64.52,null]],null]]}OpenAI (openai): 148.1M on Aug '26. Anthropic (@anthropic-ai/sdk): 137.4M on Aug '26. Google Gen AI (@google/genai): 83.5M on Aug '26
SOURCE: npm Downloads API

Stack Overflow AI-Related Question Volume by Quarter

Stack Overflow AI-Related Question Volume by Quarter

As of 2026-06-30, the latest complete quarter contains 118 questions qualifying Stack Overflow questions.1.5K1K5000Jul '23Jan '25Jan '26{"f":[360,170,40,8],"s":[["AI-related questions","#f48024"]],"p":[["2023-03-31T00:00:00.000Z","Mar '23",40,[[0,"722 questions",83.5,null]],null],["2023-06-30T00:00:00.000Z","Jun '23",63.92,[[0,"1,084 questions",51.16,null]],null],["2023-09-30T00:00:00.000Z","Sep '23",88.1,[[0,"1,111 questions",48.75,null]],null],["2023-12-31T00:00:00.000Z","Dec '23",112.28,[[0,"992 questions",59.38,null]],null],["2024-03-31T00:00:00.000Z","Mar '24",136.2,[[0,"922 questions",65.63,null]],null],["2024-06-30T00:00:00.000Z","Jun '24",160.12,[[0,"1,060 questions",53.31,null]],null],["2024-09-30T00:00:00.000Z","Sep '24",184.3,[[0,"682 questions",87.07,null]],null],["2024-12-31T00:00:00.000Z","Dec '24",208.49,[[0,"433 questions",109.32,null]],null],["2025-03-31T00:00:00.000Z","Mar '25",232.14,[[0,"369 questions",115.04,null]],null],["2025-06-30T00:00:00.000Z","Jun '25",256.06,[[0,"262 questions",124.59,null]],null],["2025-09-30T00:00:00.000Z","Sep '25",280.24,[[0,"154 questions",134.24,null]],null],["2025-12-31T00:00:00.000Z","Dec '25",304.42,[[0,"178 questions",132.1,null]],null],["2026-03-31T00:00:00.000Z","Mar '26",328.08,[[0,"144 questions",135.14,null]],null],["2026-06-30T00:00:00.000Z","Jun '26",352,[[0,"118 questions",137.46,null]],null]]}AI-related questions: 118 on Jun '26
SOURCE: Stack Exchange API (Stack Overflow questions)

Monthly PyPI Downloads of Major AI Python SDKs

Monthly PyPI Downloads of Major AI Python SDKs

  • openai
  • anthropic
  • google-genai
  • google-generativeai (legacy)
As of 2026-07-01, openai had the most monthly PyPI file downloads among the tracked SDK packages at 401,618,092 downloads.1B100M10M1M100K10K1KJan '23Jan '24Jan '25Jul '26{"f":[360,150,40,8],"s":[["openai","#10A37F"],["anthropic","#D97757"],["google-genai","#4285F4"],["google-generativeai (legacy)","#AECBFA"]],"p":[["2023-01-01T00:00:00.000Z","Jan '23",40,[[0,"822,025 downloads",72.62,null]],null],["2023-02-01T00:00:00.000Z","Feb '23",47.57,[[0,"1,331,429 downloads",68.64,null],[1,"1,223 downloads",126.34,null]],null],["2023-03-01T00:00:00.000Z","Mar '23",54.42,[[0,"2,362,994 downloads",63.9,null],[1,"4,800 downloads",115.06,null]],null],["2023-04-01T00:00:00.000Z","Apr '23",61.99,[[0,"3,509,208 downloads",60.64,null],[1,"17,243 downloads",104.5,null]],null],["2023-05-01T00:00:00.000Z","May '23",69.32,[[0,"5,793,094 downloads",56.5,null],[1,"34,707 downloads",98.73,null],[3,"15,451 downloads",105.41,null]],null],["2023-06-01T00:00:00.000Z","Jun '23",76.89,[[0,"7,448,389 downloads",54.43,null],[1,"80,399 downloads",91.8,null],[3,"16,149 downloads",105.05,null]],null],["2023-07-01T00:00:00.000Z","Jul '23",84.22,[[0,"7,096,516 downloads",54.83,null],[1,"186,079 downloads",84.88,null],[3,"30,389 downloads",99.83,null]],null],["2023-08-01T00:00:00.000Z","Aug '23",91.8,[[0,"8,794,560 downloads",53.06,null],[1,"299,572 downloads",80.95,null],[3,"51,781 downloads",95.43,null]],null],["2023-09-01T00:00:00.000Z","Sep '23",99.37,[[0,"10,059,882 downloads",51.95,null],[1,"260,925 downloads",82.09,null],[3,"71,570 downloads",92.76,null]],null],["2023-10-01T00:00:00.000Z","Oct '23",106.7,[[0,"11,330,290 downloads",50.97,null],[1,"312,518 downloads",80.6,null],[3,"99,162 downloads",90.07,null]],null],["2023-11-01T00:00:00.000Z","Nov '23",114.27,[[0,"12,413,396 downloads",50.22,null],[1,"357,709 downloads",79.48,null],[3,"108,164 downloads",89.35,null]],null],["2023-12-01T00:00:00.000Z","Dec '23",121.6,[[0,"13,251,889 downloads",49.68,null],[1,"349,006 downloads",79.69,null],[3,"188,206 downloads",84.78,null]],null],["2024-01-01T00:00:00.000Z","Jan '24",129.18,[[0,"18,782,491 downloads",46.8,null],[1,"404,791 downloads",78.46,null],[3,"259,020 downloads",82.15,null]],null],["2024-02-01T00:00:00.000Z","Feb '24",136.75,[[0,"18,396,862 downloads",46.97,null],[1,"541,151 downloads",76.07,null],[3,"365,724 downloads",79.3,null]],null],["2024-03-01T00:00:00.000Z","Mar '24",143.84,[[0,"20,840,798 downloads",45.94,null],[1,"881,026 downloads",72.05,null],[3,"500,036 downloads",76.72,null]],null],["2024-04-01T00:00:00.000Z","Apr '24",151.41,[[0,"23,768,941 downloads",44.86,null],[1,"1,387,585 downloads",68.3,null],[3,"676,986 downloads",74.22,null]],null],["2024-05-01T00:00:00.000Z","May '24",158.74,[[0,"25,952,651 downloads",44.13,null],[1,"1,894,122 downloads",65.73,null],[3,"866,928 downloads",72.18,null]],null],["2024-06-01T00:00:00.000Z","Jun '24",166.31,[[0,"26,786,265 downloads",43.87,null],[1,"2,124,575 downloads",64.78,null],[3,"1,157,713 downloads",69.79,null]],null],["2024-07-01T00:00:00.000Z","Jul '24",173.64,[[0,"29,552,813 downloads",43.06,null],[1,"2,494,852 downloads",63.46,null],[3,"1,373,385 downloads",68.38,null]],null],["2024-08-01T00:00:00.000Z","Aug '24",181.22,[[0,"34,067,368 downloads",41.89,null],[1,"2,872,633 downloads",62.29,null],[3,"1,316,665 downloads",68.73,null]],null],["2024-09-01T00:00:00.000Z","Sep '24",188.79,[[0,"44,017,264 downloads",39.77,null],[1,"3,286,586 downloads",61.18,null],[3,"1,568,903 downloads",67.28,null]],null],["2024-10-01T00:00:00.000Z","Oct '24",196.12,[[0,"48,404,122 downloads",38.99,null],[1,"4,198,913 downloads",59.16,null],[3,"2,098,844 downloads",64.88,null]],null],["2024-11-01T00:00:00.000Z","Nov '24",203.7,[[0,"47,810,236 downloads",39.09,null],[1,"4,493,942 downloads",58.6,null],[3,"2,595,825 downloads",63.13,null]],null],["2024-12-01T00:00:00.000Z","Dec '24",211.03,[[0,"44,830,340 downloads",39.62,null],[1,"4,599,440 downloads",58.41,null],[2,"65,053 downloads",93.55,null],[3,"2,442,517 downloads",63.63,null]],null],["2025-01-01T00:00:00.000Z","Jan '25",218.6,[[0,"50,328,187 downloads",38.67,null],[1,"6,821,902 downloads",55.16,null],[2,"164,657 downloads",85.88,null],[3,"3,233,524 downloads",61.32,null]],null],["2025-02-01T00:00:00.000Z","Feb '25",226.17,[[0,"49,922,397 downloads",38.73,null],[1,"8,889,574 downloads",52.97,null],[2,"827,214 downloads",72.57,null],[3,"4,031,986 downloads",59.5,null]],null],["2025-03-01T00:00:00.000Z","Mar '25",233.01,[[0,"61,097,509 downloads",37.07,null],[1,"11,179,461 downloads",51.08,null],[2,"2,150,649 downloads",64.68,null],[3,"4,979,579 downloads",57.75,null]],null],["2025-04-01T00:00:00.000Z","Apr '25",240.59,[[0,"65,195,307 downloads",36.53,null],[1,"10,931,285 downloads",51.27,null],[2,"4,153,823 downloads",59.25,null],[3,"4,799,519 downloads",58.06,null]],null],["2025-05-01T00:00:00.000Z","May '25",247.92,[[0,"71,100,114 downloads",35.81,null],[1,"11,579,961 downloads",50.79,null],[2,"33,454,454 downloads",42.04,null],[3,"5,686,291 downloads",56.66,null]],null],["2025-06-01T00:00:00.000Z","Jun '25",255.49,[[0,"73,917,355 downloads",35.49,null],[1,"13,804,181 downloads",49.34,null],[2,"60,082,872 downloads",37.2,null],[3,"6,792,412 downloads",55.19,null]],null],["2025-07-01T00:00:00.000Z","Jul '25",262.82,[[0,"89,302,266 downloads",33.93,null],[1,"18,797,979 downloads",46.79,null],[2,"78,819,368 downloads",34.96,null],[3,"9,072,876 downloads",52.8,null]],null],["2025-08-01T00:00:00.000Z","Aug '25",270.4,[[0,"102,226,031 downloads",32.82,null],[1,"28,635,309 downloads",43.32,null],[2,"79,878,601 downloads",34.85,null],[3,"11,012,565 downloads",51.2,null]],null],["2025-09-01T00:00:00.000Z","Sep '25",277.97,[[0,"110,614,857 downloads",32.17,null],[1,"27,199,262 downloads",43.74,null],[2,"109,970,731 downloads",32.22,null],[3,"11,471,521 downloads",50.87,null]],null],["2025-10-01T00:00:00.000Z","Oct '25",285.3,[[0,"129,907,319 downloads",30.84,null],[1,"30,600,903 downloads",42.77,null],[2,"132,529,395 downloads",30.68,null],[3,"13,588,687 downloads",49.47,null]],null],["2025-11-01T00:00:00.000Z","Nov '25",292.87,[[0,"130,463,656 downloads",30.81,null],[1,"30,940,535 downloads",42.68,null],[2,"205,827,111 downloads",27.04,null],[3,"13,611,732 downloads",49.46,null]],null],["2025-12-01T00:00:00.000Z","Dec '25",300.2,[[0,"129,901,324 downloads",30.84,null],[1,"34,974,505 downloads",41.67,null],[2,"246,358,606 downloads",25.56,null],[3,"14,278,831 downloads",49.06,null]],null],["2026-01-01T00:00:00.000Z","Jan '26",307.78,[[0,"140,223,856 downloads",30.21,null],[1,"40,265,608 downloads",40.51,null],[2,"210,348,193 downloads",26.86,null],[3,"14,810,201 downloads",48.76,null]],null],["2026-02-01T00:00:00.000Z","Feb '26",315.35,[[0,"168,530,444 downloads",28.69,null],[1,"52,806,771 downloads",38.27,null],[2,"239,077,832 downloads",25.81,null],[3,"15,009,010 downloads",48.65,null]],null],["2026-03-01T00:00:00.000Z","Mar '26",322.19,[[0,"233,148,375 downloads",26.01,null],[1,"83,306,798 downloads",34.51,null],[2,"256,360,339 downloads",25.23,null],[3,"17,457,126 downloads",47.4,null]],null],["2026-04-01T00:00:00.000Z","Apr '26",329.77,[[0,"269,204,335 downloads",24.83,null],[1,"108,952,912 downloads",32.29,null],[2,"217,058,379 downloads",26.61,null],[3,"16,605,244 downloads",47.82,null]],null],["2026-05-01T00:00:00.000Z","May '26",337.1,[[0,"319,159,810 downloads",23.42,null],[1,"130,810,384 downloads",30.78,null],[2,"255,575,546 downloads",25.26,null],[3,"15,586,450 downloads",48.34,null]],null],["2026-06-01T00:00:00.000Z","Jun '26",344.67,[[0,"368,967,358 downloads",22.23,null],[1,"158,124,307 downloads",29.22,null],[2,"286,258,727 downloads",24.32,null],[3,"16,737,071 downloads",47.75,null]],null],["2026-07-01T00:00:00.000Z","Jul '26",352,[[0,"401,618,092 downloads",21.53,null],[1,"186,800,706 downloads",27.84,null],[2,"300,124,721 downloads",23.93,null],[3,"16,526,605 downloads",47.85,null]],null]]}openai: 401.6M on Jul '26. anthropic: 186.8M on Jul '26. google-genai: 300.1M on Jul '26. google-generativeai (legacy): 16.5M on Jul '26
SOURCE: PyPI public BigQuery dataset

OpenRouter Model Author Token Share

OpenRouter Model Author Token Share

  • Google
  • Anthropic
  • DeepSeek
  • OpenAI
  • xAI
  • MiniMax
  • Xiaomi
  • Alibaba / Qwen
  • Z.ai
  • Tencent
  • Other
In 2026-08-01, models by Other represented 25.2% of public token usage routed through OpenRouter.100%75%50%25%0%Jan '25Jun '25Jan '26Aug '26{"f":[360,150,40,8],"s":[["Google","#4285F4"],["Anthropic","#D97757"],["DeepSeek","#4F46E5"],["OpenAI","#10A37F"],["xAI","#111111"],["MiniMax","#E11D48"],["Xiaomi","#FF6900"],["Alibaba / Qwen","#7C3AED"],["Z.ai","#0891B2"],["Tencent","#00A4EF"],["Other","#64748B"]],"p":[["2025-01-01T00:00:00.000Z","Jan '25",47.8,[[0,"16.62%",118.53,null],[1,"49.11%",81.06,null],[2,"4.14%",50.71,null],[3,"4.76%",45.63,null],[4,"0.22%",42.8,null],[5,"0.43%",42.42,null],[6,"0%",128,null],[7,"1.31%",41.43,null],[8,"0%",128,null],[9,"0%",128,null],[10,"23.4%",27.34,null]],"100%"],["2025-02-01T00:00:00.000Z","Feb '25",63.4,[[0,"29.27%",111.32,null],[1,"39.82%",71.94,null],[2,"7.19%",45.14,null],[3,"4.45%",38.51,null],[4,"0%",128,null],[5,"0.53%",35.68,null],[6,"0%",128,null],[7,"1.18%",34.7,null],[8,"0%",128,null],[9,"0%",128,null],[10,"17.57%",24.02,null]],"100%"],["2025-03-01T00:00:00.000Z","Mar '25",79,[[0,"32.42%",109.52,null],[1,"35.31%",70.91,null],[2,"10.74%",44.66,null],[3,"4.2%",36.15,null],[4,"0%",128,null],[5,"0.23%",33.63,null],[6,"0%",128,null],[7,"1.29%",32.76,null],[8,"0%",128,null],[9,"0%",128,null],[10,"15.81%",23.01,null]],"100%"],["2025-04-01T00:00:00.000Z","Apr '25",94.6,[[0,"33.05%",109.16,null],[1,"25.13%",76,null],[2,"12.16%",54.74,null],[3,"8.81%",42.79,null],[4,"0.22%",37.64,null],[5,"0.17%",37.42,null],[6,"0%",128,null],[7,"1.03%",36.73,null],[8,"0%",128,null],[9,"0%",128,null],[10,"19.43%",25.07,null]],"100%"],["2025-05-01T00:00:00.000Z","May '25",110.2,[[0,"32.58%",109.43,null],[1,"20.79%",79.01,null],[2,"10.9%",60.94,null],[3,"21.7%",42.36,null],[4,"0.48%",29.72,null],[5,"0%",128,null],[6,"0%",128,null],[7,"1.4%",28.65,null],[8,"0%",128,null],[9,"0%",128,null],[10,"12.15%",20.93,null]],"100%"],["2025-06-01T00:00:00.000Z","Jun '25",125.8,[[0,"39.55%",105.46,null],[1,"21.74%",70.52,null],[2,"15.42%",49.34,null],[3,"10%",34.86,null],[4,"1.16%",28.5,null],[5,"0%",128,null],[6,"0%",128,null],[7,"0.56%",27.52,null],[8,"0%",128,null],[9,"0%",128,null],[10,"11.58%",20.6,null]],"100%"],["2025-07-01T00:00:00.000Z","Jul '25",141.4,[[0,"33.8%",108.73,null],[1,"23.19%",76.24,null],[2,"17.83%",52.86,null],[3,"5.21%",39.73,null],[4,"1.48%",35.91,null],[5,"0%",128,null],[6,"0%",128,null],[7,"3.56%",33.04,null],[8,"0%",128,null],[9,"0%",128,null],[10,"14.92%",22.51,null]],"100%"],["2025-08-01T00:00:00.000Z","Aug '25",157,[[0,"23.98%",114.33,null],[1,"21.08%",88.64,null],[2,"15.11%",68.01,null],[3,"8.33%",54.66,null],[4,"4.49%",47.35,null],[5,"0%",128,null],[6,"0%",128,null],[7,"8.58%",39.9,null],[8,"2.64%",33.51,null],[9,"0%",128,null],[10,"15.79%",23,null]],"100%"],["2025-09-01T00:00:00.000Z","Sep '25",172.6,[[0,"18.05%",117.71,null],[1,"14.05%",99.41,null],[2,"10.27%",85.55,null],[3,"10.49%",73.72,null],[4,"29.81%",50.75,null],[5,"0%",128,null],[6,"0%",128,null],[7,"3.25%",31.9,null],[8,"1.54%",29.17,null],[9,"0%",128,null],[10,"12.54%",21.15,null]],"100%"],["2025-10-01T00:00:00.000Z","Oct '25",188.2,[[0,"18.6%",117.4,null],[1,"15.96%",97.7,null],[2,"6.61%",84.84,null],[3,"10.14%",75.3,null],[4,"29.8%",52.53,null],[5,"0.72%",35.14,null],[6,"0%",128,null],[7,"3.41%",32.78,null],[8,"2.5%",29.4,null],[9,"0%",128,null],[10,"12.26%",20.99,null]],"100%"],["2025-11-01T00:00:00.000Z","Nov '25",203.8,[[0,"18.51%",117.45,null],[1,"12.66%",99.68,null],[2,"4.98%",89.63,null],[3,"7.54%",82.49,null],[4,"31.88%",60.03,null],[5,"4.39%",39.35,null],[6,"0%",128,null],[7,"2.96%",35.17,null],[8,"2.4%",32.12,null],[9,"0%",128,null],[10,"14.69%",22.38,null]],"100%"],["2025-12-01T00:00:00.000Z","Dec '25",219.4,[[0,"22%",115.46,null],[1,"13.68%",95.12,null],[2,"7.46%",83.08,null],[3,"11.23%",72.43,null],[4,"17.55%",56.02,null],[5,"1.94%",44.92,null],[6,"2.76%",42.24,null],[7,"2.63%",39.16,null],[8,"1.86%",36.6,null],[9,"0%",128,null],[10,"18.9%",24.77,null]],"100%"],["2026-01-01T00:00:00.000Z","Jan '26",235,[[0,"23.69%",114.49,null],[1,"16.76%",91.44,null],[2,"8.05%",77.29,null],[3,"11.02%",66.42,null],[4,"12.07%",53.26,null],[5,"2.24%",45.11,null],[6,"5.53%",40.69,null],[7,"1.65%",36.6,null],[8,"2.54%",34.21,null],[9,"0%",128,null],[10,"16.46%",23.38,null]],"100%"],["2026-02-01T00:00:00.000Z","Feb '26",250.6,[[0,"18.07%",117.7,null],[1,"13.8%",99.54,null],[2,"7.06%",87.65,null],[3,"10.02%",77.92,null],[4,"6.63%",68.43,null],[5,"13.42%",57,null],[6,"0.52%",49.06,null],[7,"1.38%",47.98,null],[8,"5.68%",43.95,null],[9,"0%",128,null],[10,"23.44%",27.36,null]],"100%"],["2026-03-01T00:00:00.000Z","Mar '26",266.2,[[0,"14.73%",119.61,null],[1,"13.76%",103.37,null],[2,"6.35%",91.91,null],[3,"8.61%",83.38,null],[4,"3.67%",76.38,null],[5,"10.16%",68.5,null],[6,"10.45%",56.75,null],[7,"1.94%",49.68,null],[8,"4.84%",45.82,null],[9,"0%",128,null],[10,"25.49%",28.53,null]],"100%"],["2026-04-01T00:00:00.000Z","Apr '26",281.8,[[0,"14.21%",119.9,null],[1,"14.18%",103.72,null],[2,"5.91%",92.27,null],[3,"8.21%",84.22,null],[4,"3.35%",77.63,null],[5,"8.04%",71.13,null],[6,"5.09%",63.65,null],[7,"9.48%",55.35,null],[8,"4.53%",47.36,null],[9,"1.89%",43.71,null],[10,"25.11%",28.32,null]],"100%"],["2026-05-01T00:00:00.000Z","May '26",297.4,[[0,"13.04%",120.57,null],[1,"15.05%",104.56,null],[2,"15.13%",87.36,null],[3,"7.36%",74.54,null],[4,"1.07%",69.74,null],[5,"3.08%",67.37,null],[6,"2.94%",63.94,null],[7,"2.27%",60.97,null],[8,"2.7%",58.13,null],[9,"11.25%",50.19,null],[10,"26.12%",28.89,null]],"100%"],["2026-06-01T00:00:00.000Z","Jun '26",313,[[0,"9.13%",122.79,null],[1,"13.96%",109.63,null],[2,"17.11%",91.92,null],[3,"6.15%",78.67,null],[4,"0%",128,null],[5,"9.03%",70.01,null],[6,"9.44%",59.49,null],[7,"1.4%",53.31,null],[8,"3.68%",50.41,null],[9,"8.1%",43.7,null],[10,"22%",26.54,null]],"100%"],["2026-07-01T00:00:00.000Z","Jul '26",328.6,[[0,"7.09%",123.96,null],[1,"11.25%",113.5,null],[2,"16.61%",97.62,null],[3,"5.33%",85.11,null],[4,"0.55%",81.76,null],[5,"5.86%",78.11,null],[6,"14.76%",66.36,null],[7,"0.27%",57.79,null],[8,"6.24%",54.08,null],[9,"11.86%",43.76,null],[10,"20.17%",25.5,null]],"100%"],["2026-08-01T00:00:00.000Z","Aug '26",344.2,[[0,"7.35%",123.81,null],[1,"5.55%",116.46,null],[2,"22.38%",100.54,null],[3,"10.55%",81.77,null],[4,"0.6%",75.41,null],[5,"2.67%",73.55,null],[6,"8.46%",67.2,null],[7,"0.32%",62.2,null],[8,"6.65%",58.23,null],[9,"10.26%",48.59,null],[10,"25.22%",28.37,null]],"100%"]]}Google: 7.4% on Aug '26. Anthropic: 5.5% on Aug '26. DeepSeek: 22.4% on Aug '26. OpenAI: 10.5% on Aug '26. xAI: 0.6% on Aug '26. MiniMax: 2.7% on Aug '26. Xiaomi: 8.5% on Aug '26. Alibaba / Qwen: 0.3% on Aug '26. Z.ai: 6.7% on Aug '26. Tencent: 10.3% on Aug '26. Other: 25.2% on Aug '26
SOURCE: OpenRouter Data API

OpenRouter Weekly Token Volume

OpenRouter Weekly Token Volume

For the complete week beginning 2026-08-31, OpenRouter rankings represented 115.5T tokens/week.150T100T50T0TJan '25Jul '25Jan '26Jul '26{"f":[360,170,40,8],"s":[["Weekly token volume","#1688FF"]],"p":[["2025-01-06T00:00:00.000Z","Jan '25",40,[[0,"0.5T tokens/week",147.55,null]],null],["2025-01-13T00:00:00.000Z","Jan '25",43.63,[[0,"0.52T tokens/week",147.54,null]],null],["2025-01-20T00:00:00.000Z","Jan '25",47.26,[[0,"0.53T tokens/week",147.53,null]],null],["2025-01-27T00:00:00.000Z","Jan '25",50.88,[[0,"0.57T tokens/week",147.49,null]],null],["2025-02-03T00:00:00.000Z","Feb '25",54.51,[[0,"0.74T tokens/week",147.34,null]],null],["2025-02-10T00:00:00.000Z","Feb '25",58.14,[[0,"0.84T tokens/week",147.25,null]],null],["2025-02-17T00:00:00.000Z","Feb '25",61.77,[[0,"0.95T tokens/week",147.15,null]],null],["2025-02-24T00:00:00.000Z","Feb '25",65.4,[[0,"1.1T tokens/week",147.02,null]],null],["2025-03-03T00:00:00.000Z","Mar '25",69.02,[[0,"1.28T tokens/week",146.85,null]],null],["2025-03-10T00:00:00.000Z","Mar '25",72.65,[[0,"1.42T tokens/week",146.73,null]],null],["2025-03-17T00:00:00.000Z","Mar '25",76.28,[[0,"1.47T tokens/week",146.69,null]],null],["2025-03-24T00:00:00.000Z","Mar '25",79.91,[[0,"1.62T tokens/week",146.55,null]],null],["2025-03-31T00:00:00.000Z","Mar '25",83.53,[[0,"2.03T tokens/week",146.18,null]],null],["2025-04-07T00:00:00.000Z","Apr '25",87.16,[[0,"2.18T tokens/week",146.05,null]],null],["2025-04-14T00:00:00.000Z","Apr '25",90.79,[[0,"1.78T tokens/week",146.41,null]],null],["2025-04-21T00:00:00.000Z","Apr '25",94.42,[[0,"1.76T tokens/week",146.42,null]],null],["2025-04-28T00:00:00.000Z","Apr '25",98.05,[[0,"1.8T tokens/week",146.39,null]],null],["2025-05-05T00:00:00.000Z","May '25",101.67,[[0,"2.13T tokens/week",146.1,null]],null],["2025-05-12T00:00:00.000Z","May '25",105.3,[[0,"2.16T tokens/week",146.07,null]],null],["2025-05-19T00:00:00.000Z","May '25",108.93,[[0,"2.37T tokens/week",145.88,null]],null],["2025-05-26T00:00:00.000Z","May '25",112.56,[[0,"2.5T tokens/week",145.77,null]],null],["2025-06-02T00:00:00.000Z","Jun '25",116.19,[[0,"2.37T tokens/week",145.89,null]],null],["2025-06-16T00:00:00.000Z","Jun '25",123.44,[[0,"2.25T tokens/week",145.99,null]],null],["2025-06-23T00:00:00.000Z","Jun '25",127.07,[[0,"2.36T tokens/week",145.89,null]],null],["2025-06-30T00:00:00.000Z","Jun '25",130.7,[[0,"2.11T tokens/week",146.12,null]],null],["2025-07-07T00:00:00.000Z","Jul '25",134.33,[[0,"2.37T tokens/week",145.88,null]],null],["2025-07-21T00:00:00.000Z","Jul '25",141.58,[[0,"3T tokens/week",145.32,null]],null],["2025-07-28T00:00:00.000Z","Jul '25",145.21,[[0,"3.41T tokens/week",144.96,null]],null],["2025-08-04T00:00:00.000Z","Aug '25",148.84,[[0,"3.43T tokens/week",144.93,null]],null],["2025-08-11T00:00:00.000Z","Aug '25",152.47,[[0,"3.2T tokens/week",145.14,null]],null],["2025-08-18T00:00:00.000Z","Aug '25",156.09,[[0,"3.21T tokens/week",145.13,null]],null],["2025-08-25T00:00:00.000Z","Aug '25",159.72,[[0,"3.73T tokens/week",144.67,null]],null],["2025-09-01T00:00:00.000Z","Sep '25",163.35,[[0,"4.6T tokens/week",143.89,null]],null],["2025-09-08T00:00:00.000Z","Sep '25",166.98,[[0,"4.9T tokens/week",143.62,null]],null],["2025-09-15T00:00:00.000Z","Sep '25",170.6,[[0,"4.92T tokens/week",143.61,null]],null],["2025-09-22T00:00:00.000Z","Sep '25",174.23,[[0,"5.26T tokens/week",143.3,null]],null],["2025-09-29T00:00:00.000Z","Sep '25",177.86,[[0,"5.38T tokens/week",143.19,null]],null],["2025-10-06T00:00:00.000Z","Oct '25",181.49,[[0,"5.02T tokens/week",143.52,null]],null],["2025-10-13T00:00:00.000Z","Oct '25",185.12,[[0,"4.64T tokens/week",143.85,null]],null],["2025-10-20T00:00:00.000Z","Oct '25",188.74,[[0,"4.89T tokens/week",143.63,null]],null],["2025-10-27T00:00:00.000Z","Oct '25",192.37,[[0,"5.51T tokens/week",143.08,null]],null],["2025-11-03T00:00:00.000Z","Nov '25",196,[[0,"5.83T tokens/week",142.79,null]],null],["2025-11-10T00:00:00.000Z","Nov '25",199.63,[[0,"5.93T tokens/week",142.7,null]],null],["2025-11-17T00:00:00.000Z","Nov '25",203.26,[[0,"6.27T tokens/week",142.4,null]],null],["2025-11-24T00:00:00.000Z","Nov '25",206.88,[[0,"7.18T tokens/week",141.58,null]],null],["2025-12-01T00:00:00.000Z","Dec '25",210.51,[[0,"6.18T tokens/week",142.48,null]],null],["2025-12-08T00:00:00.000Z","Dec '25",214.14,[[0,"5.77T tokens/week",142.84,null]],null],["2025-12-15T00:00:00.000Z","Dec '25",217.77,[[0,"5.84T tokens/week",142.78,null]],null],["2025-12-22T00:00:00.000Z","Dec '25",221.4,[[0,"5.66T tokens/week",142.94,null]],null],["2025-12-29T00:00:00.000Z","Dec '25",225.02,[[0,"5.57T tokens/week",143.03,null]],null],["2026-01-05T00:00:00.000Z","Jan '26",228.65,[[0,"6.42T tokens/week",142.27,null]],null],["2026-01-12T00:00:00.000Z","Jan '26",232.28,[[0,"7.64T tokens/week",141.17,null]],null],["2026-01-19T00:00:00.000Z","Jan '26",235.91,[[0,"7.49T tokens/week",141.31,null]],null],["2026-01-26T00:00:00.000Z","Jan '26",239.53,[[0,"8.25T tokens/week",140.63,null]],null],["2026-02-02T00:00:00.000Z","Feb '26",243.16,[[0,"9.8T tokens/week",139.24,null]],null],["2026-02-09T00:00:00.000Z","Feb '26",246.79,[[0,"13.01T tokens/week",136.37,null]],null],["2026-02-16T00:00:00.000Z","Feb '26",250.42,[[0,"13.95T tokens/week",135.54,null]],null],["2026-02-23T00:00:00.000Z","Feb '26",254.05,[[0,"13.62T tokens/week",135.84,null]],null],["2026-03-02T00:00:00.000Z","Mar '26",257.67,[[0,"14.79T tokens/week",134.79,null]],null],["2026-03-09T00:00:00.000Z","Mar '26",261.3,[[0,"16.87T tokens/week",132.93,null]],null],["2026-03-16T00:00:00.000Z","Mar '26",264.93,[[0,"20.3T tokens/week",129.87,null]],null],["2026-03-23T00:00:00.000Z","Mar '26",268.56,[[0,"22.64T tokens/week",127.78,null]],null],["2026-03-30T00:00:00.000Z","Mar '26",272.19,[[0,"27.01T tokens/week",123.88,null]],null],["2026-04-06T00:00:00.000Z","Apr '26",275.81,[[0,"20.99T tokens/week",129.25,null]],null],["2026-04-13T00:00:00.000Z","Apr '26",279.44,[[0,"20.47T tokens/week",129.71,null]],null],["2026-04-20T00:00:00.000Z","Apr '26",283.07,[[0,"21.88T tokens/week",128.45,null]],null],["2026-04-27T00:00:00.000Z","Apr '26",286.7,[[0,"23.8T tokens/week",126.74,null]],null],["2026-05-04T00:00:00.000Z","May '26",290.33,[[0,"25.73T tokens/week",125.01,null]],null],["2026-05-11T00:00:00.000Z","May '26",293.95,[[0,"26.91T tokens/week",123.96,null]],null],["2026-05-18T00:00:00.000Z","May '26",297.58,[[0,"28.92T tokens/week",122.16,null]],null],["2026-05-25T00:00:00.000Z","May '26",301.21,[[0,"31.81T tokens/week",119.59,null]],null],["2026-06-01T00:00:00.000Z","Jun '26",304.84,[[0,"36.13T tokens/week",115.73,null]],null],["2026-06-08T00:00:00.000Z","Jun '26",308.47,[[0,"44.61T tokens/week",108.15,null]],null],["2026-06-15T00:00:00.000Z","Jun '26",312.09,[[0,"46.65T tokens/week",106.33,null]],null],["2026-06-22T00:00:00.000Z","Jun '26",315.72,[[0,"46.72T tokens/week",106.26,null]],null],["2026-06-29T00:00:00.000Z","Jun '26",319.35,[[0,"46.72T tokens/week",106.26,null]],null],["2026-07-06T00:00:00.000Z","Jul '26",322.98,[[0,"52.62T tokens/week",100.99,null]],null],["2026-07-13T00:00:00.000Z","Jul '26",326.6,[[0,"62.77T tokens/week",91.92,null]],null],["2026-07-20T00:00:00.000Z","Jul '26",330.23,[[0,"58.04T tokens/week",96.15,null]],null],["2026-07-27T00:00:00.000Z","Jul '26",333.86,[[0,"56.79T tokens/week",97.27,null]],null],["2026-08-03T00:00:00.000Z","Aug '26",337.49,[[0,"69.05T tokens/week",86.32,null]],null],["2026-08-10T00:00:00.000Z","Aug '26",341.12,[[0,"75.34T tokens/week",80.7,null]],null],["2026-08-17T00:00:00.000Z","Aug '26",344.74,[[0,"93.38T tokens/week",64.58,null]],null],["2026-08-24T00:00:00.000Z","Aug '26",348.37,[[0,"113T tokens/week",47.06,null]],null],["2026-08-31T00:00:00.000Z","Aug '26",352,[[0,"115.46T tokens/week",44.85,null]],null]]}Weekly token volume: 115.5T on Aug '26
SOURCE: OpenRouter (openrouter.ai/rankings), as of 2026-09-01T10:16:37.803Z

Leading OpenRouter Apps by Monthly Token Rank

Leading OpenRouter Apps by Monthly Token Rank

  • Hermes Agent
  • Kilo Code
  • Claude Code
  • OpenClaw
  • Cline
  • pi
In 2026-08, the fixed cohort's returned ranks were Hermes Agent (#1), Claude Code (#2), Kilo Code (#3), Cline (#5), pi (#6), OpenClaw (#7); lower ranks are better.121416181Jan '25Jul '25Jan '26Jul '26{"f":[360,150,40,8],"s":[["Hermes Agent","#2563eb"],["Kilo Code","#f59e0b"],["Claude Code","#d97757"],["OpenClaw","#7c3aed"],["Cline","#10b981"],["pi","#ec4899"]],"p":[["2025-01-01T00:00:00.000Z","Jan '25",40,[[4,"1 rank",14,null]],null],["2025-02-01T00:00:00.000Z","Feb '25",56.76,[[4,"1 rank",14,null]],null],["2025-03-01T00:00:00.000Z","Mar '25",71.9,[[4,"1 rank",14,null]],null],["2025-04-01T00:00:00.000Z","Apr '25",88.67,[[1,"71 rank",113.75,null],[4,"1 rank",14,null]],null],["2025-05-01T00:00:00.000Z","May '25",104.89,[[1,"5 rank",19.7,null],[4,"1 rank",14,null]],null],["2025-06-01T00:00:00.000Z","Jun '25",121.65,[[1,"3 rank",16.85,null],[4,"1 rank",14,null]],null],["2025-07-01T00:00:00.000Z","Jul '25",137.87,[[1,"2 rank",15.43,null],[4,"1 rank",14,null]],null],["2025-08-01T00:00:00.000Z","Aug '25",154.63,[[1,"1 rank",14,null],[4,"2 rank",15.43,null]],null],["2025-09-01T00:00:00.000Z","Sep '25",171.4,[[1,"1 rank",14,null],[4,"2 rank",15.43,null]],null],["2025-10-01T00:00:00.000Z","Oct '25",187.62,[[1,"1 rank",14,null],[4,"2 rank",15.43,null]],null],["2025-11-01T00:00:00.000Z","Nov '25",204.38,[[1,"1 rank",14,null],[4,"2 rank",15.43,null]],null],["2025-12-01T00:00:00.000Z","Dec '25",220.6,[[1,"1 rank",14,null],[4,"3 rank",16.85,null]],null],["2026-01-01T00:00:00.000Z","Jan '26",237.37,[[1,"1 rank",14,null],[2,"5 rank",19.7,null],[4,"4 rank",18.27,null]],null],["2026-02-01T00:00:00.000Z","Feb '26",254.13,[[1,"2 rank",15.43,null],[2,"6 rank",21.13,null],[3,"1 rank",14,null],[4,"3 rank",16.85,null]],null],["2026-03-01T00:00:00.000Z","Mar '26",269.27,[[0,"9 rank",25.4,null],[1,"2 rank",15.43,null],[2,"3 rank",16.85,null],[3,"1 rank",14,null],[4,"4 rank",18.27,null]],null],["2026-04-01T00:00:00.000Z","Apr '26",286.03,[[0,"3 rank",16.85,null],[1,"2 rank",15.43,null],[2,"4 rank",18.27,null],[3,"1 rank",14,null],[4,"6 rank",21.13,null],[5,"14 rank",32.53,null]],null],["2026-05-01T00:00:00.000Z","May '26",302.25,[[0,"1 rank",14,null],[1,"3 rank",16.85,null],[2,"4 rank",18.27,null],[3,"2 rank",15.43,null],[4,"9 rank",25.4,null],[5,"6 rank",21.13,null]],null],["2026-06-01T00:00:00.000Z","Jun '26",319.02,[[0,"1 rank",14,null],[1,"2 rank",15.43,null],[2,"4 rank",18.27,null],[3,"3 rank",16.85,null],[4,"8 rank",23.98,null],[5,"6 rank",21.13,null]],null],["2026-07-01T00:00:00.000Z","Jul '26",335.24,[[0,"1 rank",14,null],[1,"2 rank",15.43,null],[2,"3 rank",16.85,null],[3,"4 rank",18.27,null],[4,"5 rank",19.7,null],[5,"6 rank",21.13,null]],null],["2026-08-01T00:00:00.000Z","Aug '26",352,[[0,"1 rank",14,null],[1,"3 rank",16.85,null],[2,"2 rank",15.43,null],[3,"7 rank",22.55,null],[4,"5 rank",19.7,null],[5,"6 rank",21.13,null]],null]]}Hermes Agent: 1 on Aug '26. Kilo Code: 3 on Aug '26. Claude Code: 2 on Aug '26. OpenClaw: 7 on Aug '26. Cline: 5 on Aug '26. pi: 6 on Aug '26
SOURCE: OpenRouter Data API, as of 2026-09-01T10:18:56.848Z

7-Day Average of OpenRouter Daily Top-Three Token Share — Models Can Change Daily

7-Day Average of OpenRouter Daily Top-Three Token Share — Models Can Change Daily

For the seven days ending 2026-09-06, the average exact daily share captured by each day’s independently selected top three OpenRouter models was 36.6%.60%40%20%0%Jan '25Jul '25Jan '26Jul '26{"f":[360,170,40,8],"s":[["7-day average of daily top-three share (models can change daily)","#7C3AED"]],"p":[["2025-01-07T00:00:00.000Z","Jan '25",40,[[0,"52.99%",29.64,null]],null],["2025-01-09T00:00:00.000Z","Jan '25",41.03,[[0,"54.76%",25.7,null]],null],["2025-01-12T00:00:00.000Z","Jan '25",42.57,[[0,"54.52%",26.23,null]],null],["2025-01-17T00:00:00.000Z","Jan '25",45.14,[[0,"56.32%",22.21,null]],null],["2025-01-21T00:00:00.000Z","Jan '25",47.2,[[0,"57.05%",20.59,null]],null],["2025-01-24T00:00:00.000Z","Jan '25",48.74,[[0,"55.45%",24.16,null]],null],["2025-01-25T00:00:00.000Z","Jan '25",49.25,[[0,"55%",25.17,null]],null],["2025-01-31T00:00:00.000Z","Jan '25",52.34,[[0,"56.49%",21.84,null]],null],["2025-02-02T00:00:00.000Z","Feb '25",53.36,[[0,"56.99%",20.73,null]],null],["2025-02-05T00:00:00.000Z","Feb '25",54.91,[[0,"55.84%",23.29,null]],null],["2025-02-09T00:00:00.000Z","Feb '25",56.96,[[0,"53.16%",29.28,null]],null],["2025-02-12T00:00:00.000Z","Feb '25",58.5,[[0,"52.24%",31.33,null]],null],["2025-02-16T00:00:00.000Z","Feb '25",60.56,[[0,"53.55%",28.41,null]],null],["2025-02-19T00:00:00.000Z","Feb '25",62.1,[[0,"56.26%",22.36,null]],null],["2025-02-24T00:00:00.000Z","Feb '25",64.67,[[0,"58.42%",17.54,null]],null],["2025-02-28T00:00:00.000Z","Feb '25",66.73,[[0,"54.4%",26.51,null]],null],["2025-03-03T00:00:00.000Z","Mar '25",68.27,[[0,"52.01%",31.84,null]],null],["2025-03-05T00:00:00.000Z","Mar '25",69.3,[[0,"51.11%",33.85,null]],null],["2025-03-10T00:00:00.000Z","Mar '25",71.87,[[0,"48.4%",39.91,null]],null],["2025-03-14T00:00:00.000Z","Mar '25",73.92,[[0,"49.74%",36.91,null]],null],["2025-03-18T00:00:00.000Z","Mar '25",75.98,[[0,"48.29%",40.16,null]],null],["2025-03-21T00:00:00.000Z","Mar '25",77.52,[[0,"45.7%",45.95,null]],null],["2025-03-25T00:00:00.000Z","Mar '25",79.58,[[0,"45.21%",47.02,null]],null],["2025-03-29T00:00:00.000Z","Mar '25",81.63,[[0,"43.36%",51.15,null]],null],["2025-03-30T00:00:00.000Z","Mar '25",82.15,[[0,"43.87%",50.03,null]],null],["2025-04-04T00:00:00.000Z","Apr '25",84.72,[[0,"44.82%",47.9,null]],null],["2025-04-06T00:00:00.000Z","Apr '25",85.75,[[0,"44.2%",49.29,null]],null],["2025-04-09T00:00:00.000Z","Apr '25",87.29,[[0,"45.27%",46.89,null]],null],["2025-04-13T00:00:00.000Z","Apr '25",89.34,[[0,"45.59%",46.19,null]],null],["2025-04-16T00:00:00.000Z","Apr '25",90.89,[[0,"43.93%",49.89,null]],null],["2025-04-22T00:00:00.000Z","Apr '25",93.97,[[0,"42.22%",53.71,null]],null],["2025-04-26T00:00:00.000Z","Apr '25",96.03,[[0,"38.34%",62.37,null]],null],["2025-04-29T00:00:00.000Z","Apr '25",97.57,[[0,"36.67%",66.1,null]],null],["2025-05-01T00:00:00.000Z","May '25",98.6,[[0,"36.19%",67.19,null]],null],["2025-05-05T00:00:00.000Z","May '25",100.65,[[0,"38.13%",62.85,null]],null],["2025-05-09T00:00:00.000Z","May '25",102.71,[[0,"40.5%",57.55,null]],null],["2025-05-12T00:00:00.000Z","May '25",104.25,[[0,"39.82%",59.06,null]],null],["2025-05-17T00:00:00.000Z","May '25",106.82,[[0,"44.25%",49.18,null]],null],["2025-05-19T00:00:00.000Z","May '25",107.85,[[0,"45.75%",45.82,null]],null],["2025-05-23T00:00:00.000Z","May '25",109.9,[[0,"44.82%",47.91,null]],null],["2025-05-26T00:00:00.000Z","May '25",111.45,[[0,"43.09%",51.75,null]],null],["2025-05-29T00:00:00.000Z","May '25",112.99,[[0,"40.67%",57.16,null]],null],["2025-06-04T00:00:00.000Z","Jun '25",116.07,[[0,"38.4%",62.23,null]],null],["2025-06-05T00:00:00.000Z","Jun '25",116.59,[[0,"37.67%",63.87,null]],null],["2025-06-09T00:00:00.000Z","Jun '25",118.64,[[0,"33.02%",74.25,null]],null],["2025-06-12T00:00:00.000Z","Jun '25",120.18,[[0,"32.4%",75.65,null]],null],["2025-06-22T00:00:00.000Z","Jun '25",125.32,[[0,"37.29%",64.71,null]],null],["2025-06-27T00:00:00.000Z","Jun '25",127.89,[[0,"37.73%",63.74,null]],null],["2025-06-29T00:00:00.000Z","Jun '25",128.92,[[0,"35.15%",69.51,null]],null],["2025-07-04T00:00:00.000Z","Jul '25",131.49,[[0,"34.4%",71.18,null]],null],["2025-07-07T00:00:00.000Z","Jul '25",133.03,[[0,"35.65%",68.38,null]],null],["2025-07-10T00:00:00.000Z","Jul '25",134.58,[[0,"35.81%",68.03,null]],null],["2025-07-14T00:00:00.000Z","Jul '25",136.63,[[0,"35.86%",67.91,null]],null],["2025-07-24T00:00:00.000Z","Jul '25",141.77,[[0,"39.04%",60.81,null]],null],["2025-07-29T00:00:00.000Z","Jul '25",144.34,[[0,"37.81%",63.56,null]],null],["2025-08-02T00:00:00.000Z","Aug '25",146.4,[[0,"35.56%",68.59,null]],null],["2025-08-05T00:00:00.000Z","Aug '25",147.94,[[0,"32.98%",74.35,null]],null],["2025-08-08T00:00:00.000Z","Aug '25",149.48,[[0,"31.68%",77.24,null]],null],["2025-08-11T00:00:00.000Z","Aug '25",151.02,[[0,"31.59%",77.45,null]],null],["2025-08-15T00:00:00.000Z","Aug '25",153.08,[[0,"32.5%",75.41,null]],null],["2025-08-19T00:00:00.000Z","Aug '25",155.14,[[0,"33.04%",74.22,null]],null],["2025-08-21T00:00:00.000Z","Aug '25",156.16,[[0,"32.51%",75.39,null]],null],["2025-08-26T00:00:00.000Z","Aug '25",158.73,[[0,"30.35%",80.23,null]],null],["2025-08-30T00:00:00.000Z","Aug '25",160.79,[[0,"33.6%",72.96,null]],null],["2025-09-03T00:00:00.000Z","Sep '25",162.85,[[0,"43.44%",50.97,null]],null],["2025-09-06T00:00:00.000Z","Sep '25",164.39,[[0,"46.06%",45.14,null]],null],["2025-09-08T00:00:00.000Z","Sep '25",165.42,[[0,"43.77%",50.26,null]],null],["2025-09-12T00:00:00.000Z","Sep '25",167.47,[[0,"41.6%",55.1,null]],null],["2025-09-16T00:00:00.000Z","Sep '25",169.53,[[0,"41.98%",54.24,null]],null],["2025-09-20T00:00:00.000Z","Sep '25",171.58,[[0,"43.15%",51.62,null]],null],["2025-09-24T00:00:00.000Z","Sep '25",173.64,[[0,"44.52%",48.58,null]],null],["2025-09-28T00:00:00.000Z","Sep '25",175.7,[[0,"48.66%",39.32,null]],null],["2025-10-01T00:00:00.000Z","Oct '25",177.24,[[0,"48.32%",40.09,null]],null],["2025-10-05T00:00:00.000Z","Oct '25",179.29,[[0,"40.37%",57.84,null]],null],["2025-10-07T00:00:00.000Z","Oct '25",180.32,[[0,"37.79%",63.59,null]],null],["2025-10-10T00:00:00.000Z","Oct '25",181.86,[[0,"38.23%",62.61,null]],null],["2025-10-13T00:00:00.000Z","Oct '25",183.41,[[0,"40.47%",57.61,null]],null],["2025-10-17T00:00:00.000Z","Oct '25",185.46,[[0,"42.45%",53.19,null]],null],["2025-10-20T00:00:00.000Z","Oct '25",187,[[0,"43.17%",51.58,null]],null],["2025-10-26T00:00:00.000Z","Oct '25",190.09,[[0,"42.59%",52.88,null]],null],["2025-10-28T00:00:00.000Z","Oct '25",191.12,[[0,"43.4%",51.08,null]],null],["2025-11-02T00:00:00.000Z","Nov '25",193.69,[[0,"44.61%",48.37,null]],null],["2025-11-05T00:00:00.000Z","Nov '25",195.23,[[0,"44.27%",49.13,null]],null],["2025-11-07T00:00:00.000Z","Nov '25",196.26,[[0,"42.44%",53.22,null]],null],["2025-11-12T00:00:00.000Z","Nov '25",198.83,[[0,"39.7%",59.34,null]],null],["2025-11-14T00:00:00.000Z","Nov '25",199.86,[[0,"41.23%",55.92,null]],null],["2025-11-18T00:00:00.000Z","Nov '25",201.91,[[0,"40.87%",56.72,null]],null],["2025-11-22T00:00:00.000Z","Nov '25",203.97,[[0,"37.6%",64.03,null]],null],["2025-11-25T00:00:00.000Z","Nov '25",205.51,[[0,"36.09%",67.4,null]],null],["2025-11-30T00:00:00.000Z","Nov '25",208.08,[[0,"42.42%",53.26,null]],null],["2025-12-03T00:00:00.000Z","Dec '25",209.62,[[0,"43.38%",51.11,null]],null],["2025-12-07T00:00:00.000Z","Dec '25",211.68,[[0,"33.47%",73.25,null]],null],["2025-12-11T00:00:00.000Z","Dec '25",213.73,[[0,"28.04%",85.38,null]],null],["2025-12-12T00:00:00.000Z","Dec '25",214.25,[[0,"27.21%",87.23,null]],null],["2025-12-16T00:00:00.000Z","Dec '25",216.3,[[0,"25.31%",91.48,null]],null],["2025-12-19T00:00:00.000Z","Dec '25",217.85,[[0,"25.3%",91.5,null]],null],["2025-12-23T00:00:00.000Z","Dec '25",219.9,[[0,"23.11%",96.38,null]],null],["2025-12-27T00:00:00.000Z","Dec '25",221.96,[[0,"22.69%",97.33,null]],null],["2025-12-30T00:00:00.000Z","Dec '25",223.5,[[0,"22%",98.86,null]],null],["2026-01-04T00:00:00.000Z","Jan '26",226.07,[[0,"20.62%",101.96,null]],null],["2026-01-06T00:00:00.000Z","Jan '26",227.1,[[0,"20.56%",102.08,null]],null],["2026-01-11T00:00:00.000Z","Jan '26",229.67,[[0,"21.83%",99.25,null]],null],["2026-01-15T00:00:00.000Z","Jan '26",231.72,[[0,"24.27%",93.79,null]],null],["2026-01-18T00:00:00.000Z","Jan '26",233.27,[[0,"26.05%",89.82,null]],null],["2026-01-20T00:00:00.000Z","Jan '26",234.29,[[0,"26.28%",89.3,null]],null],["2026-01-24T00:00:00.000Z","Jan '26",236.35,[[0,"25.73%",90.53,null]],null],["2026-01-28T00:00:00.000Z","Jan '26",238.41,[[0,"24.17%",94.03,null]],null],["2026-01-30T00:00:00.000Z","Jan '26",239.43,[[0,"23.66%",95.15,null]],null],["2026-02-04T00:00:00.000Z","Feb '26",242,[[0,"24.16%",94.05,null]],null],["2026-02-08T00:00:00.000Z","Feb '26",244.06,[[0,"27.66%",86.22,null]],null],["2026-02-12T00:00:00.000Z","Feb '26",246.12,[[0,"27.07%",87.53,null]],null],["2026-02-14T00:00:00.000Z","Feb '26",247.14,[[0,"29.48%",82.15,null]],null],["2026-02-19T00:00:00.000Z","Feb '26",249.71,[[0,"38.15%",62.81,null]],null],["2026-02-23T00:00:00.000Z","Feb '26",251.77,[[0,"30.58%",79.72,null]],null],["2026-02-26T00:00:00.000Z","Feb '26",253.31,[[0,"26.42%",88.99,null]],null],["2026-03-01T00:00:00.000Z","Mar '26",254.85,[[0,"25.6%",90.83,null]],null],["2026-03-04T00:00:00.000Z","Mar '26",256.4,[[0,"25.37%",91.34,null]],null],["2026-03-09T00:00:00.000Z","Mar '26",258.97,[[0,"26.68%",88.4,null]],null],["2026-03-11T00:00:00.000Z","Mar '26",259.99,[[0,"27.1%",87.47,null]],null],["2026-03-15T00:00:00.000Z","Mar '26",262.05,[[0,"25.66%",90.7,null]],null],["2026-03-19T00:00:00.000Z","Mar '26",264.11,[[0,"24.16%",94.05,null]],null],["2026-03-22T00:00:00.000Z","Mar '26",265.65,[[0,"26.2%",89.5,null]],null],["2026-03-25T00:00:00.000Z","Mar '26",267.19,[[0,"27.6%",86.37,null]],null],["2026-03-30T00:00:00.000Z","Mar '26",269.76,[[0,"30.65%",79.56,null]],null],["2026-04-02T00:00:00.000Z","Apr '26",271.3,[[0,"34.36%",71.27,null]],null],["2026-04-06T00:00:00.000Z","Apr '26",273.36,[[0,"41.18%",56.03,null]],null],["2026-04-09T00:00:00.000Z","Apr '26",274.9,[[0,"35.58%",68.53,null]],null],["2026-04-12T00:00:00.000Z","Apr '26",276.44,[[0,"23.39%",95.76,null]],null],["2026-04-14T00:00:00.000Z","Apr '26",277.47,[[0,"19.93%",103.49,null]],null],["2026-04-19T00:00:00.000Z","Apr '26",280.04,[[0,"19.94%",103.48,null]],null],["2026-04-22T00:00:00.000Z","Apr '26",281.58,[[0,"19.2%",105.13,null]],null],["2026-04-27T00:00:00.000Z","Apr '26",284.15,[[0,"20.78%",101.6,null]],null],["2026-05-01T00:00:00.000Z","May '26",286.21,[[0,"23.8%",94.85,null]],null],["2026-05-04T00:00:00.000Z","May '26",287.75,[[0,"27.16%",87.33,null]],null],["2026-05-06T00:00:00.000Z","May '26",288.78,[[0,"27.74%",86.04,null]],null],["2026-05-09T00:00:00.000Z","May '26",290.32,[[0,"26.73%",88.3,null]],null],["2026-05-14T00:00:00.000Z","May '26",292.89,[[0,"23.04%",96.54,null]],null],["2026-05-16T00:00:00.000Z","May '26",293.92,[[0,"23.38%",95.78,null]],null],["2026-05-22T00:00:00.000Z","May '26",297,[[0,"28.96%",83.32,null]],null],["2026-05-25T00:00:00.000Z","May '26",298.54,[[0,"30.23%",80.5,null]],null],["2026-05-27T00:00:00.000Z","May '26",299.57,[[0,"31.1%",78.53,null]],null],["2026-05-30T00:00:00.000Z","May '26",301.11,[[0,"29%",83.24,null]],null],["2026-06-02T00:00:00.000Z","Jun '26",302.66,[[0,"24.78%",92.65,null]],null],["2026-06-06T00:00:00.000Z","Jun '26",304.71,[[0,"25.49%",91.07,null]],null],["2026-06-11T00:00:00.000Z","Jun '26",307.28,[[0,"29.26%",82.65,null]],null],["2026-06-14T00:00:00.000Z","Jun '26",308.82,[[0,"29.51%",82.09,null]],null],["2026-06-19T00:00:00.000Z","Jun '26",311.39,[[0,"28.12%",85.19,null]],null],["2026-06-22T00:00:00.000Z","Jun '26",312.94,[[0,"27.98%",85.51,null]],null],["2026-06-25T00:00:00.000Z","Jun '26",314.48,[[0,"28.69%",83.92,null]],null],["2026-06-30T00:00:00.000Z","Jun '26",317.05,[[0,"27.86%",85.78,null]],null],["2026-07-03T00:00:00.000Z","Jul '26",318.59,[[0,"29.09%",83.03,null]],null],["2026-07-04T00:00:00.000Z","Jul '26",319.1,[[0,"29.54%",82.03,null]],null],["2026-07-09T00:00:00.000Z","Jul '26",321.67,[[0,"30.83%",79.15,null]],null],["2026-07-11T00:00:00.000Z","Jul '26",322.7,[[0,"32.5%",75.42,null]],null],["2026-07-16T00:00:00.000Z","Jul '26",325.27,[[0,"39.81%",59.08,null]],null],["2026-07-20T00:00:00.000Z","Jul '26",327.33,[[0,"42.76%",52.5,null]],null],["2026-07-22T00:00:00.000Z","Jul '26",328.36,[[0,"41.03%",56.36,null]],null],["2026-07-28T00:00:00.000Z","Jul '26",331.44,[[0,"38.52%",61.97,null]],null],["2026-07-31T00:00:00.000Z","Jul '26",332.98,[[0,"35.82%",68,null]],null],["2026-08-03T00:00:00.000Z","Aug '26",334.52,[[0,"30.97%",78.82,null]],null],["2026-08-06T00:00:00.000Z","Aug '26",336.07,[[0,"29.77%",81.52,null]],null],["2026-08-10T00:00:00.000Z","Aug '26",338.12,[[0,"34.43%",71.1,null]],null],["2026-08-13T00:00:00.000Z","Aug '26",339.66,[[0,"37.33%",64.63,null]],null],["2026-08-16T00:00:00.000Z","Aug '26",341.21,[[0,"35.45%",68.82,null]],null],["2026-08-20T00:00:00.000Z","Aug '26",343.26,[[0,"34.64%",70.64,null]],null],["2026-08-25T00:00:00.000Z","Aug '26",345.83,[[0,"44.39%",48.87,null]],null],["2026-08-28T00:00:00.000Z","Aug '26",347.37,[[0,"44.43%",48.78,null]],null],["2026-09-01T00:00:00.000Z","Sep '26",349.43,[[0,"34.54%",70.87,null]],null],["2026-09-03T00:00:00.000Z","Sep '26",350.46,[[0,"34.06%",71.94,null]],null],["2026-09-06T00:00:00.000Z","Sep '26",352,[[0,"36.57%",66.34,null]],null]]}7-day average of daily top-three share (models can change daily): 36.6% on Sep '26
SOURCE: OpenRouter Data API

arXiv AI and Machine Learning Monthly Submissions

arXiv AI and Machine Learning Monthly Submissions

  • Artificial Intelligence (cs.AI)
  • Machine Learning (cs.LG)
arXiv listed 4,731 count cs.AI entries and 4,090 count cs.LG entries in 2026-07-31.8K6K4K2K0Jan '23Jan '24Jan '25Jul '26{"f":[360,150,40,8],"s":[["Artificial Intelligence (cs.AI)","#E63946"],["Machine Learning (cs.LG)","#457B9D"]],"p":[["2023-01-31T00:00:00.000Z","Jan '23",40,[[0,"1,071 count",112.74,null],[1,"1,981 count",99.77,null]],null],["2023-02-28T00:00:00.000Z","Feb '23",46.84,[[0,"1,465 count",107.12,null],[1,"2,681 count",89.8,null]],null],["2023-03-31T00:00:00.000Z","Mar '23",54.42,[[0,"1,609 count",105.07,null],[1,"2,713 count",89.34,null]],null],["2023-04-30T00:00:00.000Z","Apr '23",61.74,[[0,"1,358 count",108.65,null],[1,"2,125 count",97.72,null]],null],["2023-05-31T00:00:00.000Z","May '23",69.32,[[0,"2,361 count",94.36,null],[1,"3,436 count",79.04,null]],null],["2023-06-30T00:00:00.000Z","Jun '23",76.65,[[0,"1,952 count",100.18,null],[1,"3,257 count",81.59,null]],null],["2023-07-31T00:00:00.000Z","Jul '23",84.22,[[0,"1,594 count",105.29,null],[1,"2,417 count",93.56,null]],null],["2023-08-31T00:00:00.000Z","Aug '23",91.8,[[0,"1,831 count",101.91,null],[1,"2,386 count",94,null]],null],["2023-09-30T00:00:00.000Z","Sep '23",99.13,[[0,"1,760 count",102.92,null],[1,"2,500 count",92.38,null]],null],["2023-10-31T00:00:00.000Z","Oct '23",106.7,[[0,"2,575 count",91.31,null],[1,"3,857 count",73.04,null]],null],["2023-11-30T00:00:00.000Z","Nov '23",114.03,[[0,"2,123 count",97.75,null],[1,"2,811 count",87.94,null]],null],["2023-12-31T00:00:00.000Z","Dec '23",121.6,[[0,"2,042 count",98.9,null],[1,"2,734 count",89.04,null]],null],["2024-01-31T00:00:00.000Z","Jan '24",129.18,[[0,"1,929 count",100.51,null],[1,"2,488 count",92.55,null]],null],["2024-02-29T00:00:00.000Z","Feb '24",136.26,[[0,"2,764 count",88.61,null],[1,"3,961 count",71.56,null]],null],["2024-03-31T00:00:00.000Z","Mar '24",143.84,[[0,"2,559 count",91.53,null],[1,"3,118 count",83.57,null]],null],["2024-04-30T00:00:00.000Z","Apr '24",151.17,[[0,"2,416 count",93.57,null],[1,"2,872 count",87.07,null]],null],["2024-05-31T00:00:00.000Z","May '24",158.74,[[0,"2,811 count",87.94,null],[1,"3,774 count",74.22,null]],null],["2024-06-30T00:00:00.000Z","Jun '24",166.07,[[0,"3,082 count",84.08,null],[1,"3,623 count",76.37,null]],null],["2024-07-31T00:00:00.000Z","Jul '24",173.64,[[0,"2,985 count",85.46,null],[1,"3,166 count",82.88,null]],null],["2024-08-31T00:00:00.000Z","Aug '24",181.22,[[0,"2,338 count",94.68,null],[1,"2,470 count",92.8,null]],null],["2024-09-30T00:00:00.000Z","Sep '24",188.55,[[0,"2,670 count",89.95,null],[1,"2,959 count",85.83,null]],null],["2024-10-31T00:00:00.000Z","Oct '24",196.12,[[0,"3,773 count",74.23,null],[1,"4,847 count",58.93,null]],null],["2024-11-30T00:00:00.000Z","Nov '24",203.45,[[0,"2,650 count",90.24,null],[1,"3,242 count",81.8,null]],null],["2024-12-31T00:00:00.000Z","Dec '24",211.03,[[0,"3,057 count",84.44,null],[1,"3,298 count",81,null]],null],["2025-01-31T00:00:00.000Z","Jan '25",218.6,[[0,"2,533 count",91.9,null],[1,"3,096 count",83.88,null]],null],["2025-02-28T00:00:00.000Z","Feb '25",225.44,[[0,"3,652 count",75.96,null],[1,"4,300 count",66.72,null]],null],["2025-03-31T00:00:00.000Z","Mar '25",233.01,[[0,"3,482 count",78.38,null],[1,"3,686 count",75.47,null]],null],["2025-04-30T00:00:00.000Z","Apr '25",240.34,[[0,"3,080 count",84.11,null],[1,"3,063 count",84.35,null]],null],["2025-05-31T00:00:00.000Z","May '25",247.92,[[0,"4,519 count",63.6,null],[1,"4,747 count",60.36,null]],null],["2025-06-30T00:00:00.000Z","Jun '25",255.25,[[0,"4,137 count",69.05,null],[1,"4,224 count",67.81,null]],null],["2025-07-31T00:00:00.000Z","Jul '25",262.82,[[0,"3,577 count",77.03,null],[1,"3,459 count",78.71,null]],null],["2025-08-31T00:00:00.000Z","Aug '25",270.4,[[0,"3,643 count",76.09,null],[1,"3,241 count",81.82,null]],null],["2025-09-30T00:00:00.000Z","Sep '25",277.73,[[0,"4,271 count",67.14,null],[1,"4,216 count",67.92,null]],null],["2025-10-31T00:00:00.000Z","Oct '25",285.3,[[0,"4,913 count",57.99,null],[1,"4,949 count",57.48,null]],null],["2025-11-30T00:00:00.000Z","Nov '25",292.63,[[0,"3,766 count",74.33,null],[1,"3,649 count",76,null]],null],["2025-12-31T00:00:00.000Z","Dec '25",300.2,[[0,"3,521 count",77.83,null],[1,"3,464 count",78.64,null]],null],["2026-01-31T00:00:00.000Z","Jan '26",307.78,[[0,"3,937 count",71.9,null],[1,"3,463 count",78.65,null]],null],["2026-02-28T00:00:00.000Z","Feb '26",314.62,[[0,"4,362 count",65.84,null],[1,"4,670 count",61.45,null]],null],["2026-03-31T00:00:00.000Z","Mar '26",322.19,[[0,"5,133 count",54.85,null],[1,"4,525 count",63.52,null]],null],["2026-04-30T00:00:00.000Z","Apr '26",329.52,[[0,"5,029 count",56.34,null],[1,"3,898 count",72.45,null]],null],["2026-05-31T00:00:00.000Z","May '26",337.1,[[0,"6,560 count",34.52,null],[1,"6,570 count",34.38,null]],null],["2026-06-30T00:00:00.000Z","Jun '26",344.43,[[0,"5,846 count",44.69,null],[1,"5,230 count",53.47,null]],null],["2026-07-31T00:00:00.000Z","Jul '26",352,[[0,"4,731 count",60.58,null],[1,"4,090 count",69.72,null]],null]]}Artificial Intelligence (cs.AI): 4.7K on Jul '26. Machine Learning (cs.LG): 4.1K on Jul '26
SOURCE: arXiv category archive

Revenue

Revenue earned by AI labs, cloud providers, and other companies selling AI-enabled services.

Company RevenueCompany Metrics

View all (4) →

Anthropic Quarterly Revenue

Anthropic Quarterly Revenue

As of 2026-04-01, Anthropic quarterly revenue is estimated at $11.6.$15B$10B$5B$0Q1'24Q3'24Q1'25Q3'25Q2'26{"f":[360,170,40,8],"s":[["Anthropic","#ea580c"]],"p":[["2024-01-01T00:00:00.000Z","Q1'24",55.6,[[0,"$0.03B",147.86,null]],null],["2024-04-01T00:00:00.000Z","Q2'24",86.8,[[0,"$0.06B",147.75,null]],null],["2024-07-01T00:00:00.000Z","Q3'24",118,[[0,"$0.1B",147.54,null]],null],["2024-10-01T00:00:00.000Z","Q4'24",149.2,[[0,"$0.19B",147.15,null]],null],["2025-01-01T00:00:00.000Z","Q1'25",180.4,[[0,"$0.34B",146.46,null]],null],["2025-04-01T00:00:00.000Z","Q2'25",211.6,[[0,"$0.79B",144.48,null]],null],["2025-07-01T00:00:00.000Z","Q3'25",242.8,[[0,"$1.38B",141.85,null]],null],["2025-10-01T00:00:00.000Z","Q4'25",274,[[0,"$1.99B",139.1,null]],null],["2026-01-01T00:00:00.000Z","Q1'26",305.2,[[0,"$4.73B",126.87,null]],null],["2026-04-01T00:00:00.000Z","Q2'26",336.4,[[0,"$11.6B",96.19,null]],null]]}Anthropic: $11.6B on Q2'26
SOURCE: The Latent

OpenAI vs. Anthropic Revenue Run Rate

OpenAI vs. Anthropic Revenue Run Rate

  • OpenAI
  • Anthropic
As of 2026-07-31, Anthropic leads with an estimated annualized revenue run rate of $65.$80B$60B$40B$20B$0Jan '23Jan '24Jan '25Jul '26{"f":[360,150,40,8],"s":[["OpenAI","#16a34a"],["Anthropic","#ea580c"]],"p":[["2023-01-31T00:00:00.000Z","Jan '23",40,[[0,"$0.21B",127.7,null],[1,"$0.01B",127.99,null]],null],["2023-02-28T00:00:00.000Z","Feb '23",46.84,[[0,"$0.49B",127.3,null],[1,"$0.02B",127.98,null]],null],["2023-03-31T00:00:00.000Z","Mar '23",54.42,[[0,"$0.55B",127.21,null],[1,"$0.02B",127.97,null]],null],["2023-04-30T00:00:00.000Z","Apr '23",61.74,[[0,"$0.62B",127.11,null],[1,"$0.03B",127.96,null]],null],["2023-05-31T00:00:00.000Z","May '23",69.32,[[0,"$0.7B",127,null],[1,"$0.03B",127.95,null]],null],["2023-06-30T00:00:00.000Z","Jun '23",76.65,[[0,"$0.79B",126.87,null],[1,"$0.04B",127.94,null]],null],["2023-07-31T00:00:00.000Z","Jul '23",84.22,[[0,"$0.89B",126.73,null],[1,"$0.05B",127.93,null]],null],["2023-08-31T00:00:00.000Z","Aug '23",91.8,[[0,"$1B",126.58,null],[1,"$0.07B",127.91,null]],null],["2023-09-30T00:00:00.000Z","Sep '23",99.13,[[0,"$1.14B",126.38,null],[1,"$0.08B",127.89,null]],null],["2023-10-31T00:00:00.000Z","Oct '23",106.7,[[0,"$1.3B",126.15,null],[1,"$0.1B",127.86,null]],null],["2023-11-30T00:00:00.000Z","Nov '23",114.03,[[0,"$1.53B",125.83,null],[1,"$0.1B",127.86,null]],null],["2023-12-31T00:00:00.000Z","Dec '23",121.6,[[0,"$1.8B",125.44,null],[1,"$0.09B",127.87,null]],null],["2024-01-31T00:00:00.000Z","Jan '24",129.18,[[0,"$2.01B",125.14,null],[1,"$0.09B",127.88,null]],null],["2024-02-29T00:00:00.000Z","Feb '24",136.26,[[0,"$2.22B",124.84,null],[1,"$0.11B",127.85,null]],null],["2024-03-31T00:00:00.000Z","Mar '24",143.84,[[0,"$2.47B",124.47,null],[1,"$0.14B",127.81,null]],null],["2024-04-30T00:00:00.000Z","Apr '24",151.17,[[0,"$2.75B",124.09,null],[1,"$0.17B",127.76,null]],null],["2024-05-31T00:00:00.000Z","May '24",158.74,[[0,"$3.06B",123.64,null],[1,"$0.21B",127.7,null]],null],["2024-06-30T00:00:00.000Z","Jun '24",166.07,[[0,"$3.4B",123.15,null],[1,"$0.26B",127.63,null]],null],["2024-07-31T00:00:00.000Z","Jul '24",173.64,[[0,"$3.5B",123.01,null],[1,"$0.33B",127.53,null]],null],["2024-08-31T00:00:00.000Z","Aug '24",181.22,[[0,"$3.6B",122.87,null],[1,"$0.41B",127.41,null]],null],["2024-09-30T00:00:00.000Z","Sep '24",188.55,[[0,"$4B",122.3,null],[1,"$0.51B",127.27,null]],null],["2024-10-31T00:00:00.000Z","Oct '24",196.12,[[0,"$4.45B",121.65,null],[1,"$0.64B",127.09,null]],null],["2024-11-30T00:00:00.000Z","Nov '24",203.45,[[0,"$4.94B",120.96,null],[1,"$0.8B",126.86,null]],null],["2024-12-31T00:00:00.000Z","Dec '24",211.03,[[0,"$5.5B",120.16,null],[1,"$1B",126.58,null]],null],["2025-01-31T00:00:00.000Z","Jan '25",218.6,[[0,"$6B",119.45,null],[1,"$0.95B",126.65,null]],null],["2025-02-28T00:00:00.000Z","Feb '25",225.44,[[0,"$6.6B",118.6,null],[1,"$1.25B",126.22,null]],null],["2025-03-31T00:00:00.000Z","Mar '25",233.01,[[0,"$7.34B",117.55,null],[1,"$2B",125.15,null]],null],["2025-04-30T00:00:00.000Z","Apr '25",240.34,[[0,"$8.12B",116.42,null],[1,"$2.44B",124.52,null]],null],["2025-05-31T00:00:00.000Z","May '25",247.92,[[0,"$9.03B",115.13,null],[1,"$3B",123.73,null]],null],["2025-06-30T00:00:00.000Z","Jun '25",255.25,[[0,"$10B",113.75,null],[1,"$4B",122.3,null]],null],["2025-07-31T00:00:00.000Z","Jul '25",262.82,[[0,"$12.5B",110.19,null],[1,"$5B",120.88,null]],null],["2025-08-31T00:00:00.000Z","Aug '25",270.4,[[0,"$13.8B",108.34,null],[1,"$5.5B",120.16,null]],null],["2025-09-30T00:00:00.000Z","Sep '25",277.73,[[0,"$14.9B",106.77,null],[1,"$6.19B",119.17,null]],null],["2025-10-31T00:00:00.000Z","Oct '25",285.3,[[0,"$16.12B",105.03,null],[1,"$7B",118.03,null]],null],["2025-11-30T00:00:00.000Z","Nov '25",292.63,[[0,"$17.4B",103.21,null],[1,"$7.92B",116.71,null]],null],["2025-12-31T00:00:00.000Z","Dec '25",300.2,[[0,"$21.4B",97.51,null],[1,"$9B",115.18,null]],null],["2026-01-31T00:00:00.000Z","Jan '26",307.78,[[0,"$23.22B",94.91,null],[1,"$12.4B",110.33,null]],null],["2026-02-28T00:00:00.000Z","Feb '26",314.62,[[0,"$25B",92.38,null],[1,"$18.1B",102.21,null]],null],["2026-03-31T00:00:00.000Z","Mar '26",322.19,[[0,"$24B",93.8,null],[1,"$27.7B",88.53,null]],null],["2026-04-30T00:00:00.000Z","Apr '26",329.52,[[0,"$28.5B",87.39,null],[1,"$39.5B",71.71,null]],null],["2026-05-31T00:00:00.000Z","May '26",337.1,[[0,"$33B",80.98,null],[1,"$50.3B",56.32,null]],null],["2026-06-30T00:00:00.000Z","Jun '26",344.43,[[0,"$32B",82.4,null],[1,"$57B",46.78,null]],null],["2026-07-31T00:00:00.000Z","Jul '26",352,[[0,"$40B",71,null],[1,"$65B",35.38,null]],null]]}OpenAI: $40B on Jul '26. Anthropic: $65B on Jul '26
SOURCE: The Latent

OpenAI Quarterly Revenue

OpenAI Quarterly Revenue

As of 2026-04-01, OpenAI quarterly revenue is estimated at $6.7.$8B$6B$4B$2B$0Q1'23Q1'24Q1'25Q2'26{"f":[360,170,40,8],"s":[["OpenAI","#16a34a"]],"p":[["2023-01-01T00:00:00.000Z","Q1'23",51.14,[[0,"$0.1B",147.16,null]],null],["2023-04-01T00:00:00.000Z","Q2'23",73.43,[[0,"$0.18B",146.49,null]],null],["2023-07-01T00:00:00.000Z","Q3'23",95.71,[[0,"$0.27B",145.74,null]],null],["2023-10-01T00:00:00.000Z","Q4'23",118,[[0,"$0.42B",144.48,null]],null],["2024-01-01T00:00:00.000Z","Q1'24",140.29,[[0,"$0.58B",143.14,null]],null],["2024-04-01T00:00:00.000Z","Q2'24",162.57,[[0,"$0.82B",141.13,null]],null],["2024-07-01T00:00:00.000Z","Q3'24",184.86,[[0,"$1.04B",139.29,null]],null],["2024-10-01T00:00:00.000Z","Q4'24",207.14,[[0,"$1.26B",137.45,null]],null],["2025-01-01T00:00:00.000Z","Q1'25",229.43,[[0,"$1.9B",132.09,null]],null],["2025-04-01T00:00:00.000Z","Q2'25",251.71,[[0,"$2.4B",127.9,null]],null],["2025-07-01T00:00:00.000Z","Q3'25",274,[[0,"$3.2B",121.2,null]],null],["2025-10-01T00:00:00.000Z","Q4'25",296.29,[[0,"$5.57B",101.35,null]],null],["2026-01-01T00:00:00.000Z","Q1'26",318.57,[[0,"$5.7B",100.26,null]],null],["2026-04-01T00:00:00.000Z","Q2'26",340.86,[[0,"$6.7B",91.89,null]],null]]}OpenAI: $6.7B on Q2'26
SOURCE: The Latent

Revenue per Employee, AI-Exposed Public Companies

Revenue per Employee, AI-Exposed Public Companies

  • NVIDIA
  • Microsoft
  • Alphabet
  • Meta
As of 2026-06-30, NVIDIA had the highest latest reported companywide revenue per period-end employee in this fixed basket at $5.14.$6M$4M$2M$0Jan '23Jan '24Jan '25Jan '26{"f":[360,150,40,8],"s":[["NVIDIA","#76b900"],["Microsoft","#0078d4"],["Alphabet","#ea4335"],["Meta","#0866ff"]],"p":[["2023-01-29T00:00:00.000Z","Jan '23",40,[[0,"$1.03M",108.44,null]],null],["2023-06-30T00:00:00.000Z","Jun '23",78,[[1,"$0.96M",109.78,null]],null],["2023-12-31T00:00:00.000Z","Dec '23",124,[[2,"$1.68M",96,null],[3,"$2M",89.92,null]],null],["2024-01-28T00:00:00.000Z","Jan '24",131,[[0,"$2.06M",88.89,null]],null],["2024-06-30T00:00:00.000Z","Jun '24",169.5,[[1,"$1.08M",107.57,null]],null],["2024-12-31T00:00:00.000Z","Dec '24",215.5,[[2,"$1.91M",91.72,null],[3,"$2.22M",85.8,null]],null],["2025-01-26T00:00:00.000Z","Jan '25",222,[[0,"$3.62M",59.13,null]],null],["2025-06-30T00:00:00.000Z","Jun '25",260.75,[[1,"$1.24M",104.52,null]],null],["2025-12-31T00:00:00.000Z","Dec '25",306.75,[[2,"$2.11M",87.89,null],[3,"$2.55M",79.58,null]],null],["2026-01-25T00:00:00.000Z","Jan '26",313,[[0,"$5.14M",30.31,null]],null],["2026-06-30T00:00:00.000Z","Jun '26",352,[[1,"$1.49M",99.73,null]],null]]}NVIDIA: $5.1M on Jan '26. Microsoft: $1.5M on Jun '26. Alphabet: $2.1M on Dec '25. Meta: $2.5M on Dec '25
SOURCE: SEC company filings

Markets

Market performance and valuation signals for companies exposed to AI infrastructure and adoption.

Public Markets

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Fixed AI Infrastructure Basket vs. SPY Adjusted Close

Fixed AI Infrastructure Basket vs. SPY Adjusted Close

  • Fixed AI infrastructure basket
  • SPY adjusted-close proxy
At 2026-09-04, the fixed AI infrastructure basket stood at 772.5 index (2023-01-03 = 100) versus the SPY adjusted-close proxy, with both based to 100 on January 3, 2023.1K7505002500Jan '23Jan '24Jan '25Jul '26{"f":[360,150,40,8],"s":[["Fixed AI infrastructure basket","#2563eb"],["SPY adjusted-close proxy","#64748b"]],"p":[["2023-01-03T00:00:00.000Z","Jan '23",40,[[0,"100 index (2023-01-03 = 100)",116.6,null],[1,"100 index (2023-01-03 = 100)",116.6,null]],null],["2023-01-04T00:00:00.000Z","Jan '23",40.23,[[0,"100.79 index (2023-01-03 = 100)",116.51,null],[1,"100.77 index (2023-01-03 = 100)",116.51,null]],null],["2023-01-05T00:00:00.000Z","Jan '23",40.47,[[0,"98.48 index (2023-01-03 = 100)",116.77,null],[1,"99.62 index (2023-01-03 = 100)",116.64,null]],null],["2023-01-09T00:00:00.000Z","Jan '23",41.4,[[1,"101.85 index (2023-01-03 = 100)",116.39,null]],null],["2023-01-10T00:00:00.000Z","Jan '23",41.63,[[0,"105.32 index (2023-01-03 = 100)",115.99,null]],null],["2023-01-11T00:00:00.000Z","Jan '23",41.86,[[1,"103.86 index (2023-01-03 = 100)",116.16,null]],null],["2023-01-12T00:00:00.000Z","Jan '23",42.1,[[0,"109.63 index (2023-01-03 = 100)",115.5,null]],null],["2023-01-17T00:00:00.000Z","Jan '23",43.26,[[0,"112.13 index (2023-01-03 = 100)",115.22,null],[1,"104.45 index (2023-01-03 = 100)",116.09,null]],null],["2023-01-19T00:00:00.000Z","Jan '23",43.73,[[0,"108.17 index (2023-01-03 = 100)",115.67,null],[1,"102.05 index (2023-01-03 = 100)",116.37,null]],null],["2023-01-20T00:00:00.000Z","Jan '23",43.96,[[0,"112.08 index (2023-01-03 = 100)",115.22,null],[1,"103.95 index (2023-01-03 = 100)",116.15,null]],null],["2023-01-23T00:00:00.000Z","Jan '23",44.66,[[0,"117.83 index (2023-01-03 = 100)",114.57,null],[1,"105.2 index (2023-01-03 = 100)",116.01,null]],null],["2023-01-25T00:00:00.000Z","Jan '23",45.12,[[0,"116.61 index (2023-01-03 = 100)",114.71,null]],null],["2023-01-26T00:00:00.000Z","Jan '23",45.36,[[1,"106.28 index (2023-01-03 = 100)",115.88,null]],null],["2023-01-30T00:00:00.000Z","Jan '23",46.29,[[0,"115.84 index (2023-01-03 = 100)",114.79,null],[1,"105.19 index (2023-01-03 = 100)",116.01,null]],null],["2023-02-01T00:00:00.000Z","Feb '23",46.75,[[0,"124.18 index (2023-01-03 = 100)",113.84,null],[1,"107.87 index (2023-01-03 = 100)",115.7,null]],null],["2023-02-02T00:00:00.000Z","Feb '23",46.99,[[0,"128.01 index (2023-01-03 = 100)",113.41,null],[1,"109.44 index (2023-01-03 = 100)",115.52,null]],null],["2023-02-06T00:00:00.000Z","Feb '23",47.92,[[0,"123.58 index (2023-01-03 = 100)",113.91,null]],null],["2023-02-07T00:00:00.000Z","Feb '23",48.15,[[1,"109.03 index (2023-01-03 = 100)",115.57,null]],null],["2023-02-08T00:00:00.000Z","Feb '23",48.38,[[0,"126.96 index (2023-01-03 = 100)",113.53,null],[1,"107.83 index (2023-01-03 = 100)",115.71,null]],null],["2023-02-09T00:00:00.000Z","Feb '23",48.61,[[1,"106.9 index (2023-01-03 = 100)",115.81,null]],null],["2023-02-10T00:00:00.000Z","Feb '23",48.85,[[0,"124.33 index (2023-01-03 = 100)",113.83,null]],null],["2023-02-13T00:00:00.000Z","Feb '23",49.55,[[1,"108.41 index (2023-01-03 = 100)",115.64,null]],null],["2023-02-14T00:00:00.000Z","Feb '23",49.78,[[0,"129.89 index (2023-01-03 = 100)",113.19,null]],null],["2023-02-15T00:00:00.000Z","Feb '23",50.01,[[1,"108.71 index (2023-01-03 = 100)",115.61,null]],null],["2023-02-16T00:00:00.000Z","Feb '23",50.24,[[0,"123.93 index (2023-01-03 = 100)",113.87,null]],null],["2023-02-21T00:00:00.000Z","Feb '23",51.41,[[0,"118.68 index (2023-01-03 = 100)",114.47,null],[1,"104.8 index (2023-01-03 = 100)",116.05,null]],null],["2023-02-23T00:00:00.000Z","Feb '23",51.87,[[0,"124.73 index (2023-01-03 = 100)",113.78,null],[1,"105.21 index (2023-01-03 = 100)",116.01,null]],null],["2023-02-24T00:00:00.000Z","Feb '23",52.11,[[0,"122.47 index (2023-01-03 = 100)",114.04,null],[1,"104.09 index (2023-01-03 = 100)",116.13,null]],null],["2023-02-27T00:00:00.000Z","Feb '23",52.81,[[0,"123.12 index (2023-01-03 = 100)",113.96,null],[1,"104.44 index (2023-01-03 = 100)",116.09,null]],null],["2023-03-01T00:00:00.000Z","Mar '23",53.27,[[0,"122.12 index (2023-01-03 = 100)",114.08,null],[1,"103.66 index (2023-01-03 = 100)",116.18,null]],null],["2023-03-03T00:00:00.000Z","Mar '23",53.74,[[0,"127.33 index (2023-01-03 = 100)",113.48,null],[1,"106.14 index (2023-01-03 = 100)",115.9,null]],null],["2023-03-08T00:00:00.000Z","Mar '23",54.9,[[0,"129.08 index (2023-01-03 = 100)",113.29,null],[1,"104.75 index (2023-01-03 = 100)",116.06,null]],null],["2023-03-10T00:00:00.000Z","Mar '23",55.37,[[0,"124.51 index (2023-01-03 = 100)",113.81,null],[1,"101.34 index (2023-01-03 = 100)",116.45,null]],null],["2023-03-13T00:00:00.000Z","Mar '23",56.07,[[0,"124.94 index (2023-01-03 = 100)",113.76,null]],null],["2023-03-14T00:00:00.000Z","Mar '23",56.3,[[1,"102.86 index (2023-01-03 = 100)",116.27,null]],null],["2023-03-15T00:00:00.000Z","Mar '23",56.53,[[0,"130.13 index (2023-01-03 = 100)",113.17,null],[1,"102.22 index (2023-01-03 = 100)",116.35,null]],null],["2023-03-16T00:00:00.000Z","Mar '23",56.76,[[0,"136.23 index (2023-01-03 = 100)",112.47,null],[1,"104.02 index (2023-01-03 = 100)",116.14,null]],null],["2023-03-20T00:00:00.000Z","Mar '23",57.7,[[0,"136.93 index (2023-01-03 = 100)",112.39,null]],null],["2023-03-21T00:00:00.000Z","Mar '23",57.93,[[1,"105.15 index (2023-01-03 = 100)",116.01,null]],null],["2023-03-22T00:00:00.000Z","Mar '23",58.16,[[1,"103.36 index (2023-01-03 = 100)",116.22,null]],null],["2023-03-23T00:00:00.000Z","Mar '23",58.39,[[0,"141.51 index (2023-01-03 = 100)",111.87,null]],null],["2023-03-24T00:00:00.000Z","Mar '23",58.63,[[1,"104.32 index (2023-01-03 = 100)",116.11,null]],null],["2023-03-27T00:00:00.000Z","Mar '23",59.33,[[0,"137.82 index (2023-01-03 = 100)",112.29,null]],null],["2023-03-28T00:00:00.000Z","Mar '23",59.56,[[0,"136.88 index (2023-01-03 = 100)",112.4,null],[1,"104.28 index (2023-01-03 = 100)",116.11,null]],null],["2023-03-30T00:00:00.000Z","Mar '23",60.02,[[0,"140.79 index (2023-01-03 = 100)",111.95,null],[1,"106.41 index (2023-01-03 = 100)",115.87,null]],null],["2023-03-31T00:00:00.000Z","Mar '23",60.26,[[1,"107.91 index (2023-01-03 = 100)",115.7,null]],null],["2023-04-03T00:00:00.000Z","Apr '23",60.96,[[0,"141.88 index (2023-01-03 = 100)",111.83,null]],null],["2023-04-05T00:00:00.000Z","Apr '23",61.42,[[0,"137.66 index (2023-01-03 = 100)",112.31,null],[1,"107.44 index (2023-01-03 = 100)",115.75,null]],null],["2023-04-06T00:00:00.000Z","Apr '23",61.65,[[1,"107.86 index (2023-01-03 = 100)",115.7,null]],null],["2023-04-10T00:00:00.000Z","Apr '23",62.59,[[0,"139.59 index (2023-01-03 = 100)",112.09,null]],null],["2023-04-12T00:00:00.000Z","Apr '23",63.05,[[0,"135.63 index (2023-01-03 = 100)",112.54,null],[1,"107.56 index (2023-01-03 = 100)",115.74,null]],null],["2023-04-13T00:00:00.000Z","Apr '23",63.28,[[0,"136.36 index (2023-01-03 = 100)",112.45,null],[1,"108.99 index (2023-01-03 = 100)",115.58,null]],null],["2023-04-17T00:00:00.000Z","Apr '23",64.21,[[0,"136.7 index (2023-01-03 = 100)",112.42,null]],null],["2023-04-18T00:00:00.000Z","Apr '23",64.45,[[1,"109.18 index (2023-01-03 = 100)",115.55,null]],null],["2023-04-19T00:00:00.000Z","Apr '23",64.68,[[0,"138.05 index (2023-01-03 = 100)",112.26,null],[1,"109.16 index (2023-01-03 = 100)",115.56,null]],null],["2023-04-20T00:00:00.000Z","Apr '23",64.91,[[1,"108.57 index (2023-01-03 = 100)",115.62,null]],null],["2023-04-21T00:00:00.000Z","Apr '23",65.15,[[0,"135.65 index (2023-01-03 = 100)",112.54,null]],null],["2023-04-25T00:00:00.000Z","Apr '23",66.08,[[0,"130.88 index (2023-01-03 = 100)",113.08,null],[1,"107.04 index (2023-01-03 = 100)",115.8,null]],null],["2023-04-26T00:00:00.000Z","Apr '23",66.31,[[1,"106.59 index (2023-01-03 = 100)",115.85,null]],null],["2023-04-27T00:00:00.000Z","Apr '23",66.54,[[0,"136.1 index (2023-01-03 = 100)",112.48,null]],null],["2023-04-28T00:00:00.000Z","Apr '23",66.78,[[1,"109.64 index (2023-01-03 = 100)",115.5,null]],null],["2023-05-01T00:00:00.000Z","May '23",67.47,[[0,"140.01 index (2023-01-03 = 100)",112.04,null]],null],["2023-05-02T00:00:00.000Z","May '23",67.71,[[1,"108.29 index (2023-01-03 = 100)",115.65,null]],null],["2023-05-03T00:00:00.000Z","May '23",67.94,[[0,"134.6 index (2023-01-03 = 100)",112.66,null]],null],["2023-05-04T00:00:00.000Z","May '23",68.17,[[0,"136.01 index (2023-01-03 = 100)",112.49,null],[1,"106.79 index (2023-01-03 = 100)",115.83,null]],null],["2023-05-05T00:00:00.000Z","May '23",68.41,[[0,"140.15 index (2023-01-03 = 100)",112.02,null],[1,"108.77 index (2023-01-03 = 100)",115.6,null]],null],["2023-05-09T00:00:00.000Z","May '23",69.34,[[1,"108.32 index (2023-01-03 = 100)",115.65,null]],null],["2023-05-10T00:00:00.000Z","May '23",69.57,[[0,"142.66 index (2023-01-03 = 100)",111.74,null]],null],["2023-05-11T00:00:00.000Z","May '23",69.8,[[1,"108.63 index (2023-01-03 = 100)",115.62,null]],null],["2023-05-12T00:00:00.000Z","May '23",70.04,[[0,"140.85 index (2023-01-03 = 100)",111.94,null]],null],["2023-05-16T00:00:00.000Z","May '23",70.97,[[0,"145.28 index (2023-01-03 = 100)",111.44,null],[1,"108.14 index (2023-01-03 = 100)",115.67,null]],null],["2023-05-18T00:00:00.000Z","May '23",71.43,[[0,"154.53 index (2023-01-03 = 100)",110.38,null],[1,"110.51 index (2023-01-03 = 100)",115.4,null]],null],["2023-05-22T00:00:00.000Z","May '23",72.36,[[0,"153.84 index (2023-01-03 = 100)",110.46,null],[1,"110.39 index (2023-01-03 = 100)",115.42,null]],null],["2023-05-23T00:00:00.000Z","May '23",72.6,[[0,"152.65 index (2023-01-03 = 100)",110.6,null],[1,"109.15 index (2023-01-03 = 100)",115.56,null]],null],["2023-05-24T00:00:00.000Z","May '23",72.83,[[1,"108.36 index (2023-01-03 = 100)",115.65,null]],null],["2023-05-25T00:00:00.000Z","May '23",73.06,[[0,"171.94 index (2023-01-03 = 100)",108.4,null]],null],["2023-05-26T00:00:00.000Z","May '23",73.3,[[0,"179.63 index (2023-01-03 = 100)",107.52,null],[1,"110.71 index (2023-01-03 = 100)",115.38,null]],null],["2023-05-31T00:00:00.000Z","May '23",74.46,[[0,"173.52 index (2023-01-03 = 100)",108.22,null],[1,"110.14 index (2023-01-03 = 100)",115.44,null]],null],["2023-06-02T00:00:00.000Z","Jun '23",74.93,[[0,"176.33 index (2023-01-03 = 100)",107.9,null],[1,"112.8 index (2023-01-03 = 100)",115.14,null]],null],["2023-06-07T00:00:00.000Z","Jun '23",76.09,[[0,"172.39 index (2023-01-03 = 100)",108.35,null],[1,"112.44 index (2023-01-03 = 100)",115.18,null]],null],["2023-06-08T00:00:00.000Z","Jun '23",76.32,[[0,"175.32 index (2023-01-03 = 100)",108.01,null],[1,"113.12 index (2023-01-03 = 100)",115.1,null]],null],["2023-06-09T00:00:00.000Z","Jun '23",76.56,[[0,"177.82 index (2023-01-03 = 100)",107.73,null]],null],["2023-06-12T00:00:00.000Z","Jun '23",77.25,[[1,"114.35 index (2023-01-03 = 100)",114.96,null]],null],["2023-06-14T00:00:00.000Z","Jun '23",77.72,[[0,"189.58 index (2023-01-03 = 100)",106.39,null],[1,"115.24 index (2023-01-03 = 100)",114.86,null]],null],["2023-06-15T00:00:00.000Z","Jun '23",77.95,[[1,"116.67 index (2023-01-03 = 100)",114.7,null]],null],["2023-06-16T00:00:00.000Z","Jun '23",78.19,[[0,"186 index (2023-01-03 = 100)",106.8,null]],null],["2023-06-20T00:00:00.000Z","Jun '23",79.12,[[0,"186.68 index (2023-01-03 = 100)",106.72,null]],null],["2023-06-21T00:00:00.000Z","Jun '23",79.35,[[1,"115.07 index (2023-01-03 = 100)",114.88,null]],null],["2023-06-22T00:00:00.000Z","Jun '23",79.58,[[1,"115.49 index (2023-01-03 = 100)",114.83,null]],null],["2023-06-23T00:00:00.000Z","Jun '23",79.81,[[0,"179.33 index (2023-01-03 = 100)",107.56,null]],null],["2023-06-26T00:00:00.000Z","Jun '23",80.51,[[0,"175.29 index (2023-01-03 = 100)",108.02,null],[1,"114.15 index (2023-01-03 = 100)",114.99,null]],null],["2023-06-28T00:00:00.000Z","Jun '23",80.98,[[0,"178.59 index (2023-01-03 = 100)",107.64,null],[1,"115.46 index (2023-01-03 = 100)",114.84,null]],null],["2023-06-30T00:00:00.000Z","Jun '23",81.44,[[0,"182.52 index (2023-01-03 = 100)",107.19,null],[1,"117.28 index (2023-01-03 = 100)",114.63,null]],null],["2023-07-03T00:00:00.000Z","Jul '23",82.14,[[0,"184 index (2023-01-03 = 100)",107.02,null]],null],["2023-07-05T00:00:00.000Z","Jul '23",82.61,[[1,"117.24 index (2023-01-03 = 100)",114.63,null]],null],["2023-07-06T00:00:00.000Z","Jul '23",82.84,[[0,"181.05 index (2023-01-03 = 100)",107.36,null]],null],["2023-07-07T00:00:00.000Z","Jul '23",83.07,[[1,"116.03 index (2023-01-03 = 100)",114.77,null]],null],["2023-07-10T00:00:00.000Z","Jul '23",83.77,[[1,"116.32 index (2023-01-03 = 100)",114.74,null]],null],["2023-07-11T00:00:00.000Z","Jul '23",84.01,[[0,"181.81 index (2023-01-03 = 100)",107.27,null]],null],["2023-07-13T00:00:00.000Z","Jul '23",84.47,[[0,"190.57 index (2023-01-03 = 100)",106.27,null],[1,"118.94 index (2023-01-03 = 100)",114.44,null]],null],["2023-07-14T00:00:00.000Z","Jul '23",84.7,[[0,"189.9 index (2023-01-03 = 100)",106.35,null]],null],["2023-07-17T00:00:00.000Z","Jul '23",85.4,[[1,"119.28 index (2023-01-03 = 100)",114.4,null]],null],["2023-07-18T00:00:00.000Z","Jul '23",85.64,[[0,"194.55 index (2023-01-03 = 100)",105.82,null],[1,"120.17 index (2023-01-03 = 100)",114.3,null]],null],["2023-07-20T00:00:00.000Z","Jul '23",86.1,[[0,"186.34 index (2023-01-03 = 100)",106.76,null],[1,"119.63 index (2023-01-03 = 100)",114.36,null]],null],["2023-07-21T00:00:00.000Z","Jul '23",86.33,[[0,"184.75 index (2023-01-03 = 100)",106.94,null],[1,"119.63 index (2023-01-03 = 100)",114.36,null]],null],["2023-07-25T00:00:00.000Z","Jul '23",87.27,[[0,"189.52 index (2023-01-03 = 100)",106.39,null],[1,"120.5 index (2023-01-03 = 100)",114.26,null]],null],["2023-07-27T00:00:00.000Z","Jul '23",87.73,[[0,"186.38 index (2023-01-03 = 100)",106.75,null],[1,"119.72 index (2023-01-03 = 100)",114.35,null]],null],["2023-07-31T00:00:00.000Z","Jul '23",88.66,[[1,"121.12 index (2023-01-03 = 100)",114.19,null]],null],["2023-08-01T00:00:00.000Z","Aug '23",88.9,[[0,"190.44 index (2023-01-03 = 100)",106.29,null]],null],["2023-08-02T00:00:00.000Z","Aug '23",89.13,[[0,"182.24 index (2023-01-03 = 100)",107.22,null],[1,"119.09 index (2023-01-03 = 100)",114.42,null]],null],["2023-08-04T00:00:00.000Z","Aug '23",89.59,[[0,"184.6 index (2023-01-03 = 100)",106.96,null],[1,"118.21 index (2023-01-03 = 100)",114.52,null]],null],["2023-08-07T00:00:00.000Z","Aug '23",90.29,[[0,"186.75 index (2023-01-03 = 100)",106.71,null],[1,"119.25 index (2023-01-03 = 100)",114.41,null]],null],["2023-08-09T00:00:00.000Z","Aug '23",90.76,[[0,"177.76 index (2023-01-03 = 100)",107.74,null],[1,"117.93 index (2023-01-03 = 100)",114.56,null]],null],["2023-08-11T00:00:00.000Z","Aug '23",91.22,[[0,"173.07 index (2023-01-03 = 100)",108.27,null]],null],["2023-08-14T00:00:00.000Z","Aug '23",91.92,[[1,"118.56 index (2023-01-03 = 100)",114.48,null]],null],["2023-08-15T00:00:00.000Z","Aug '23",92.16,[[0,"179.02 index (2023-01-03 = 100)",107.59,null],[1,"117.18 index (2023-01-03 = 100)",114.64,null]],null],["2023-08-17T00:00:00.000Z","Aug '23",92.62,[[1,"115.43 index (2023-01-03 = 100)",114.84,null]],null],["2023-08-18T00:00:00.000Z","Aug '23",92.85,[[0,"175.11 index (2023-01-03 = 100)",108.04,null]],null],["2023-08-21T00:00:00.000Z","Aug '23",93.55,[[0,"183.4 index (2023-01-03 = 100)",107.09,null],[1,"116.24 index (2023-01-03 = 100)",114.75,null]],null],["2023-08-23T00:00:00.000Z","Aug '23",94.02,[[0,"185.28 index (2023-01-03 = 100)",106.88,null],[1,"117.21 index (2023-01-03 = 100)",114.64,null]],null],["2023-08-24T00:00:00.000Z","Aug '23",94.25,[[1,"115.59 index (2023-01-03 = 100)",114.82,null]],null],["2023-08-25T00:00:00.000Z","Aug '23",94.48,[[0,"179.96 index (2023-01-03 = 100)",107.48,null]],null],["2023-08-28T00:00:00.000Z","Aug '23",95.18,[[0,"181.86 index (2023-01-03 = 100)",107.27,null],[1,"117.14 index (2023-01-03 = 100)",114.65,null]],null],["2023-08-30T00:00:00.000Z","Aug '23",95.65,[[0,"188.28 index (2023-01-03 = 100)",106.54,null],[1,"119.32 index (2023-01-03 = 100)",114.4,null]],null],["2023-09-05T00:00:00.000Z","Sep '23",97.04,[[0,"188.2 index (2023-01-03 = 100)",106.55,null],[1,"118.86 index (2023-01-03 = 100)",114.45,null]],null],["2023-09-06T00:00:00.000Z","Sep '23",97.28,[[0,"184.97 index (2023-01-03 = 100)",106.91,null],[1,"118.06 index (2023-01-03 = 100)",114.54,null]],null],["2023-09-07T00:00:00.000Z","Sep '23",97.51,[[0,"181.57 index (2023-01-03 = 100)",107.3,null],[1,"117.7 index (2023-01-03 = 100)",114.58,null]],null],["2023-09-12T00:00:00.000Z","Sep '23",98.67,[[0,"179.07 index (2023-01-03 = 100)",107.59,null],[1,"118 index (2023-01-03 = 100)",114.55,null]],null],["2023-09-14T00:00:00.000Z","Sep '23",99.14,[[0,"182.45 index (2023-01-03 = 100)",107.2,null],[1,"119.15 index (2023-01-03 = 100)",114.42,null]],null],["2023-09-15T00:00:00.000Z","Sep '23",99.37,[[0,"176.44 index (2023-01-03 = 100)",107.89,null],[1,"117.72 index (2023-01-03 = 100)",114.58,null]],null],["2023-09-19T00:00:00.000Z","Sep '23",100.3,[[0,"175.43 index (2023-01-03 = 100)",108,null],[1,"117.54 index (2023-01-03 = 100)",114.6,null]],null],["2023-09-21T00:00:00.000Z","Sep '23",100.77,[[0,"167.34 index (2023-01-03 = 100)",108.92,null],[1,"114.54 index (2023-01-03 = 100)",114.94,null]],null],["2023-09-25T00:00:00.000Z","Sep '23",101.7,[[0,"170.44 index (2023-01-03 = 100)",108.57,null],[1,"114.76 index (2023-01-03 = 100)",114.92,null]],null],["2023-09-26T00:00:00.000Z","Sep '23",101.93,[[0,"167.92 index (2023-01-03 = 100)",108.86,null],[1,"113.07 index (2023-01-03 = 100)",115.11,null]],null],["2023-09-28T00:00:00.000Z","Sep '23",102.4,[[0,"172.98 index (2023-01-03 = 100)",108.28,null],[1,"113.77 index (2023-01-03 = 100)",115.03,null]],null],["2023-10-03T00:00:00.000Z","Oct '23",103.56,[[0,"171.81 index (2023-01-03 = 100)",108.41,null],[1,"111.93 index (2023-01-03 = 100)",115.24,null]],null],["2023-10-04T00:00:00.000Z","Oct '23",103.8,[[0,"174.94 index (2023-01-03 = 100)",108.06,null]],null],["2023-10-05T00:00:00.000Z","Oct '23",104.03,[[1,"112.71 index (2023-01-03 = 100)",115.15,null]],null],["2023-10-06T00:00:00.000Z","Oct '23",104.26,[[0,"180.54 index (2023-01-03 = 100)",107.42,null],[1,"114.05 index (2023-01-03 = 100)",115,null]],null],["2023-10-10T00:00:00.000Z","Oct '23",105.19,[[0,"182.08 index (2023-01-03 = 100)",107.24,null],[1,"115.37 index (2023-01-03 = 100)",114.85,null]],null],["2023-10-11T00:00:00.000Z","Oct '23",105.43,[[1,"115.85 index (2023-01-03 = 100)",114.79,null]],null],["2023-10-12T00:00:00.000Z","Oct '23",105.66,[[0,"186.08 index (2023-01-03 = 100)",106.79,null]],null],["2023-10-13T00:00:00.000Z","Oct '23",105.89,[[1,"114.57 index (2023-01-03 = 100)",114.94,null]],null],["2023-10-16T00:00:00.000Z","Oct '23",106.59,[[0,"183.85 index (2023-01-03 = 100)",107.04,null]],null],["2023-10-17T00:00:00.000Z","Oct '23",106.82,[[1,"115.77 index (2023-01-03 = 100)",114.8,null]],null],["2023-10-18T00:00:00.000Z","Oct '23",107.06,[[0,"175.83 index (2023-01-03 = 100)",107.96,null]],null],["2023-10-20T00:00:00.000Z","Oct '23",107.52,[[0,"173.54 index (2023-01-03 = 100)",108.22,null],[1,"111.83 index (2023-01-03 = 100)",115.25,null]],null],["2023-10-24T00:00:00.000Z","Oct '23",108.45,[[0,"178.1 index (2023-01-03 = 100)",107.7,null],[1,"112.48 index (2023-01-03 = 100)",115.18,null]],null],["2023-10-26T00:00:00.000Z","Oct '23",108.92,[[0,"167.57 index (2023-01-03 = 100)",108.9,null],[1,"109.53 index (2023-01-03 = 100)",115.51,null]],null],["2023-10-27T00:00:00.000Z","Oct '23",109.15,[[0,"168.86 index (2023-01-03 = 100)",108.75,null],[1,"109.04 index (2023-01-03 = 100)",115.57,null]],null],["2023-10-31T00:00:00.000Z","Oct '23",110.08,[[0,"170.8 index (2023-01-03 = 100)",108.53,null],[1,"111.03 index (2023-01-03 = 100)",115.34,null]],null],["2023-11-01T00:00:00.000Z","Nov '23",110.32,[[0,"177.44 index (2023-01-03 = 100)",107.77,null]],null],["2023-11-02T00:00:00.000Z","Nov '23",110.55,[[1,"114.37 index (2023-01-03 = 100)",114.96,null]],null],["2023-11-03T00:00:00.000Z","Nov '23",110.78,[[0,"185.25 index (2023-01-03 = 100)",106.88,null],[1,"115.41 index (2023-01-03 = 100)",114.84,null]],null],["2023-11-07T00:00:00.000Z","Nov '23",111.71,[[0,"188.33 index (2023-01-03 = 100)",106.53,null],[1,"116.01 index (2023-01-03 = 100)",114.78,null]],null],["2023-11-09T00:00:00.000Z","Nov '23",112.18,[[1,"115.19 index (2023-01-03 = 100)",114.87,null]],null],["2023-11-10T00:00:00.000Z","Nov '23",112.41,[[0,"197.61 index (2023-01-03 = 100)",105.47,null]],null],["2023-11-13T00:00:00.000Z","Nov '23",113.11,[[0,"196.52 index (2023-01-03 = 100)",105.6,null],[1,"116.87 index (2023-01-03 = 100)",114.68,null]],null],["2023-11-14T00:00:00.000Z","Nov '23",113.34,[[0,"200.88 index (2023-01-03 = 100)",105.1,null],[1,"119.14 index (2023-01-03 = 100)",114.42,null]],null],["2023-11-16T00:00:00.000Z","Nov '23",113.81,[[0,"200.58 index (2023-01-03 = 100)",105.13,null]],null],["2023-11-17T00:00:00.000Z","Nov '23",114.04,[[1,"119.69 index (2023-01-03 = 100)",114.36,null]],null],["2023-11-20T00:00:00.000Z","Nov '23",114.74,[[0,"204.24 index (2023-01-03 = 100)",104.72,null],[1,"120.61 index (2023-01-03 = 100)",114.25,null]],null],["2023-11-22T00:00:00.000Z","Nov '23",115.21,[[0,"200.98 index (2023-01-03 = 100)",105.09,null]],null],["2023-11-24T00:00:00.000Z","Nov '23",115.67,[[1,"120.88 index (2023-01-03 = 100)",114.22,null]],null],["2023-11-27T00:00:00.000Z","Nov '23",116.37,[[1,"120.67 index (2023-01-03 = 100)",114.24,null]],null],["2023-11-28T00:00:00.000Z","Nov '23",116.6,[[0,"198.86 index (2023-01-03 = 100)",105.33,null]],null],["2023-11-29T00:00:00.000Z","Nov '23",116.84,[[0,"199.6 index (2023-01-03 = 100)",105.25,null],[1,"120.7 index (2023-01-03 = 100)",114.24,null]],null],["2023-12-01T00:00:00.000Z","Dec '23",117.3,[[0,"196.05 index (2023-01-03 = 100)",105.65,null],[1,"121.89 index (2023-01-03 = 100)",114.1,null]],null],["2023-12-04T00:00:00.000Z","Dec '23",118,[[0,"192.32 index (2023-01-03 = 100)",106.08,null],[1,"121.25 index (2023-01-03 = 100)",114.18,null]],null],["2023-12-06T00:00:00.000Z","Dec '23",118.47,[[0,"191.22 index (2023-01-03 = 100)",106.2,null],[1,"120.74 index (2023-01-03 = 100)",114.24,null]],null],["2023-12-08T00:00:00.000Z","Dec '23",118.93,[[0,"200.44 index (2023-01-03 = 100)",105.15,null]],null],["2023-12-11T00:00:00.000Z","Dec '23",119.63,[[1,"122.66 index (2023-01-03 = 100)",114.02,null]],null],["2023-12-12T00:00:00.000Z","Dec '23",119.86,[[0,"208.43 index (2023-01-03 = 100)",104.24,null]],null],["2023-12-13T00:00:00.000Z","Dec '23",120.1,[[1,"124.92 index (2023-01-03 = 100)",113.76,null]],null],["2023-12-15T00:00:00.000Z","Dec '23",120.56,[[0,"212.83 index (2023-01-03 = 100)",103.74,null],[1,"125.12 index (2023-01-03 = 100)",113.74,null]],null],["2023-12-19T00:00:00.000Z","Dec '23",121.49,[[0,"215.28 index (2023-01-03 = 100)",103.46,null],[1,"126.58 index (2023-01-03 = 100)",113.57,null]],null],["2023-12-20T00:00:00.000Z","Dec '23",121.73,[[0,"209.37 index (2023-01-03 = 100)",104.13,null],[1,"124.83 index (2023-01-03 = 100)",113.77,null]],null],["2023-12-21T00:00:00.000Z","Dec '23",121.96,[[0,"213.55 index (2023-01-03 = 100)",103.66,null],[1,"126.01 index (2023-01-03 = 100)",113.63,null]],null],["2023-12-26T00:00:00.000Z","Dec '23",123.12,[[0,"215.83 index (2023-01-03 = 100)",103.39,null]],null],["2023-12-27T00:00:00.000Z","Dec '23",123.36,[[1,"127.03 index (2023-01-03 = 100)",113.52,null]],null],["2023-12-28T00:00:00.000Z","Dec '23",123.59,[[1,"127.08 index (2023-01-03 = 100)",113.51,null]],null],["2023-12-29T00:00:00.000Z","Dec '23",123.82,[[0,"216.84 index (2023-01-03 = 100)",103.28,null]],null],["2024-01-02T00:00:00.000Z","Jan '24",124.75,[[1,"126 index (2023-01-03 = 100)",113.64,null]],null],["2024-01-03T00:00:00.000Z","Jan '24",124.99,[[0,"206.69 index (2023-01-03 = 100)",104.44,null]],null],["2024-01-04T00:00:00.000Z","Jan '24",125.22,[[0,"206.64 index (2023-01-03 = 100)",104.44,null],[1,"124.57 index (2023-01-03 = 100)",113.8,null]],null],["2024-01-08T00:00:00.000Z","Jan '24",126.15,[[0,"218.14 index (2023-01-03 = 100)",103.13,null],[1,"126.52 index (2023-01-03 = 100)",113.58,null]],null],["2024-01-09T00:00:00.000Z","Jan '24",126.38,[[1,"126.33 index (2023-01-03 = 100)",113.6,null]],null],["2024-01-10T00:00:00.000Z","Jan '24",126.61,[[0,"222.31 index (2023-01-03 = 100)",102.66,null]],null],["2024-01-12T00:00:00.000Z","Jan '24",127.08,[[0,"223.79 index (2023-01-03 = 100)",102.49,null],[1,"127.07 index (2023-01-03 = 100)",113.51,null]],null],["2024-01-17T00:00:00.000Z","Jan '24",128.24,[[0,"230.33 index (2023-01-03 = 100)",101.74,null],[1,"125.9 index (2023-01-03 = 100)",113.65,null]],null],["2024-01-19T00:00:00.000Z","Jan '24",128.71,[[0,"247.37 index (2023-01-03 = 100)",99.8,null],[1,"128.61 index (2023-01-03 = 100)",113.34,null]],null],["2024-01-22T00:00:00.000Z","Jan '24",129.41,[[1,"128.88 index (2023-01-03 = 100)",113.31,null]],null],["2024-01-23T00:00:00.000Z","Jan '24",129.64,[[0,"246.65 index (2023-01-03 = 100)",99.88,null]],null],["2024-01-24T00:00:00.000Z","Jan '24",129.87,[[0,"253.8 index (2023-01-03 = 100)",99.07,null]],null],["2024-01-25T00:00:00.000Z","Jan '24",130.11,[[1,"130.1 index (2023-01-03 = 100)",113.17,null]],null],["2024-01-26T00:00:00.000Z","Jan '24",130.34,[[0,"251.52 index (2023-01-03 = 100)",99.33,null],[1,"129.93 index (2023-01-03 = 100)",113.19,null]],null],["2024-01-29T00:00:00.000Z","Jan '24",131.04,[[0,"254.6 index (2023-01-03 = 100)",98.98,null],[1,"130.96 index (2023-01-03 = 100)",113.07,null]],null],["2024-01-31T00:00:00.000Z","Jan '24",131.5,[[0,"246.59 index (2023-01-03 = 100)",99.89,null],[1,"128.73 index (2023-01-03 = 100)",113.33,null]],null],["2024-02-02T00:00:00.000Z","Feb '24",131.97,[[0,"259.74 index (2023-01-03 = 100)",98.39,null],[1,"131.79 index (2023-01-03 = 100)",112.98,null]],null],["2024-02-06T00:00:00.000Z","Feb '24",132.9,[[0,"260.02 index (2023-01-03 = 100)",98.36,null],[1,"131.69 index (2023-01-03 = 100)",112.99,null]],null],["2024-02-09T00:00:00.000Z","Feb '24",133.6,[[0,"274.22 index (2023-01-03 = 100)",96.74,null],[1,"133.61 index (2023-01-03 = 100)",112.77,null]],null],["2024-02-12T00:00:00.000Z","Feb '24",134.3,[[0,"272.34 index (2023-01-03 = 100)",96.95,null],[1,"133.55 index (2023-01-03 = 100)",112.78,null]],null],["2024-02-13T00:00:00.000Z","Feb '24",134.53,[[1,"131.71 index (2023-01-03 = 100)",112.98,null]],null],["2024-02-14T00:00:00.000Z","Feb '24",134.76,[[0,"275.92 index (2023-01-03 = 100)",96.54,null]],null],["2024-02-15T00:00:00.000Z","Feb '24",135,[[1,"133.83 index (2023-01-03 = 100)",112.74,null]],null],["2024-02-16T00:00:00.000Z","Feb '24",135.23,[[0,"270.83 index (2023-01-03 = 100)",97.13,null]],null],["2024-02-21T00:00:00.000Z","Feb '24",136.39,[[0,"259.45 index (2023-01-03 = 100)",98.42,null],[1,"132.55 index (2023-01-03 = 100)",112.89,null]],null],["2024-02-22T00:00:00.000Z","Feb '24",136.63,[[0,"285.1 index (2023-01-03 = 100)",95.5,null],[1,"135.29 index (2023-01-03 = 100)",112.58,null]],null],["2024-02-26T00:00:00.000Z","Feb '24",137.56,[[1,"134.89 index (2023-01-03 = 100)",112.62,null]],null],["2024-02-27T00:00:00.000Z","Feb '24",137.79,[[0,"283.31 index (2023-01-03 = 100)",95.7,null]],null],["2024-02-28T00:00:00.000Z","Feb '24",138.02,[[0,"280.84 index (2023-01-03 = 100)",95.98,null],[1,"134.96 index (2023-01-03 = 100)",112.61,null]],null],["2024-03-01T00:00:00.000Z","Mar '24",138.49,[[0,"301.96 index (2023-01-03 = 100)",93.58,null],[1,"136.72 index (2023-01-03 = 100)",112.41,null]],null],["2024-03-05T00:00:00.000Z","Mar '24",139.42,[[0,"305.02 index (2023-01-03 = 100)",93.23,null],[1,"135.21 index (2023-01-03 = 100)",112.59,null]],null],["2024-03-07T00:00:00.000Z","Mar '24",139.89,[[0,"323.18 index (2023-01-03 = 100)",91.16,null],[1,"137.24 index (2023-01-03 = 100)",112.35,null]],null],["2024-03-11T00:00:00.000Z","Mar '24",140.82,[[0,"302.08 index (2023-01-03 = 100)",93.56,null],[1,"136.3 index (2023-01-03 = 100)",112.46,null]],null],["2024-03-12T00:00:00.000Z","Mar '24",141.05,[[0,"314.37 index (2023-01-03 = 100)",92.16,null],[1,"137.76 index (2023-01-03 = 100)",112.29,null]],null],["2024-03-14T00:00:00.000Z","Mar '24",141.52,[[0,"302.35 index (2023-01-03 = 100)",93.53,null]],null],["2024-03-15T00:00:00.000Z","Mar '24",141.75,[[1,"136.33 index (2023-01-03 = 100)",112.46,null]],null],["2024-03-18T00:00:00.000Z","Mar '24",142.45,[[0,"301.93 index (2023-01-03 = 100)",93.58,null],[1,"137.14 index (2023-01-03 = 100)",112.37,null]],null],["2024-03-19T00:00:00.000Z","Mar '24",142.68,[[0,"300.24 index (2023-01-03 = 100)",93.77,null]],null],["2024-03-20T00:00:00.000Z","Mar '24",142.91,[[1,"139.18 index (2023-01-03 = 100)",112.13,null]],null],["2024-03-21T00:00:00.000Z","Mar '24",143.15,[[1,"139.64 index (2023-01-03 = 100)",112.08,null]],null],["2024-03-22T00:00:00.000Z","Mar '24",143.38,[[0,"313.19 index (2023-01-03 = 100)",92.3,null]],null],["2024-03-25T00:00:00.000Z","Mar '24",144.08,[[0,"313.22 index (2023-01-03 = 100)",92.29,null]],null],["2024-03-26T00:00:00.000Z","Mar '24",144.31,[[1,"138.74 index (2023-01-03 = 100)",112.18,null]],null],["2024-03-27T00:00:00.000Z","Mar '24",144.54,[[0,"304.56 index (2023-01-03 = 100)",93.28,null],[1,"139.9 index (2023-01-03 = 100)",112.05,null]],null],["2024-04-01T00:00:00.000Z","Apr '24",145.71,[[0,"308.65 index (2023-01-03 = 100)",92.81,null],[1,"139.63 index (2023-01-03 = 100)",112.08,null]],null],["2024-04-04T00:00:00.000Z","Apr '24",146.41,[[0,"294.66 index (2023-01-03 = 100)",94.41,null],[1,"137.2 index (2023-01-03 = 100)",112.36,null]],null],["2024-04-05T00:00:00.000Z","Apr '24",146.64,[[0,"300.97 index (2023-01-03 = 100)",93.69,null],[1,"138.63 index (2023-01-03 = 100)",112.2,null]],null],["2024-04-09T00:00:00.000Z","Apr '24",147.57,[[0,"298.35 index (2023-01-03 = 100)",93.99,null],[1,"138.87 index (2023-01-03 = 100)",112.17,null]],null],["2024-04-11T00:00:00.000Z","Apr '24",148.04,[[0,"308.05 index (2023-01-03 = 100)",92.88,null],[1,"138.52 index (2023-01-03 = 100)",112.21,null]],null],["2024-04-12T00:00:00.000Z","Apr '24",148.27,[[0,"299.17 index (2023-01-03 = 100)",93.89,null],[1,"136.61 index (2023-01-03 = 100)",112.43,null]],null],["2024-04-16T00:00:00.000Z","Apr '24",149.2,[[0,"296.22 index (2023-01-03 = 100)",94.23,null],[1,"134.65 index (2023-01-03 = 100)",112.65,null]],null],["2024-04-19T00:00:00.000Z","Apr '24",149.9,[[0,"266.03 index (2023-01-03 = 100)",97.67,null],[1,"132.41 index (2023-01-03 = 100)",112.91,null]],null],["2024-04-22T00:00:00.000Z","Apr '24",150.6,[[0,"272.74 index (2023-01-03 = 100)",96.91,null],[1,"133.63 index (2023-01-03 = 100)",112.77,null]],null],["2024-04-23T00:00:00.000Z","Apr '24",150.83,[[1,"135.22 index (2023-01-03 = 100)",112.59,null]],null],["2024-04-24T00:00:00.000Z","Apr '24",151.06,[[0,"276.71 index (2023-01-03 = 100)",96.46,null]],null],["2024-04-26T00:00:00.000Z","Apr '24",151.53,[[0,"294.22 index (2023-01-03 = 100)",94.46,null],[1,"135.91 index (2023-01-03 = 100)",112.51,null]],null],["2024-04-29T00:00:00.000Z","Apr '24",152.23,[[0,"294.64 index (2023-01-03 = 100)",94.41,null],[1,"136.4 index (2023-01-03 = 100)",112.45,null]],null],["2024-05-01T00:00:00.000Z","May '24",152.69,[[0,"277.91 index (2023-01-03 = 100)",96.32,null],[1,"133.8 index (2023-01-03 = 100)",112.75,null]],null],["2024-05-03T00:00:00.000Z","May '24",153.16,[[0,"292.05 index (2023-01-03 = 100)",94.71,null],[1,"136.72 index (2023-01-03 = 100)",112.41,null]],null],["2024-05-08T00:00:00.000Z","May '24",154.32,[[0,"297.91 index (2023-01-03 = 100)",94.04,null],[1,"138.3 index (2023-01-03 = 100)",112.23,null]],null],["2024-05-09T00:00:00.000Z","May '24",154.56,[[0,"294.39 index (2023-01-03 = 100)",94.44,null],[1,"139.1 index (2023-01-03 = 100)",112.14,null]],null],["2024-05-13T00:00:00.000Z","May '24",155.49,[[0,"298.43 index (2023-01-03 = 100)",93.98,null],[1,"139.3 index (2023-01-03 = 100)",112.12,null]],null],["2024-05-15T00:00:00.000Z","May '24",155.95,[[0,"314.24 index (2023-01-03 = 100)",92.18,null],[1,"141.67 index (2023-01-03 = 100)",111.85,null]],null],["2024-05-16T00:00:00.000Z","May '24",156.19,[[1,"141.38 index (2023-01-03 = 100)",111.88,null]],null],["2024-05-17T00:00:00.000Z","May '24",156.42,[[0,"309.9 index (2023-01-03 = 100)",92.67,null]],null],["2024-05-21T00:00:00.000Z","May '24",157.35,[[0,"315.46 index (2023-01-03 = 100)",92.04,null],[1,"142.09 index (2023-01-03 = 100)",111.8,null]],null],["2024-05-22T00:00:00.000Z","May '24",157.58,[[0,"315.68 index (2023-01-03 = 100)",92.01,null]],null],["2024-05-23T00:00:00.000Z","May '24",157.81,[[1,"140.65 index (2023-01-03 = 100)",111.97,null]],null],["2024-05-24T00:00:00.000Z","May '24",158.05,[[0,"333.65 index (2023-01-03 = 100)",89.96,null]],null],["2024-05-28T00:00:00.000Z","May '24",158.98,[[1,"141.68 index (2023-01-03 = 100)",111.85,null]],null],["2024-05-29T00:00:00.000Z","May '24",159.21,[[0,"342.67 index (2023-01-03 = 100)",88.94,null],[1,"140.68 index (2023-01-03 = 100)",111.96,null]],null],["2024-05-30T00:00:00.000Z","May '24",159.44,[[1,"139.75 index (2023-01-03 = 100)",112.07,null]],null],["2024-05-31T00:00:00.000Z","May '24",159.68,[[0,"331.55 index (2023-01-03 = 100)",90.2,null]],null],["2024-06-04T00:00:00.000Z","Jun '24",160.61,[[0,"339.46 index (2023-01-03 = 100)",89.3,null],[1,"141.3 index (2023-01-03 = 100)",111.89,null]],null],["2024-06-05T00:00:00.000Z","Jun '24",160.84,[[0,"356.4 index (2023-01-03 = 100)",87.37,null],[1,"142.98 index (2023-01-03 = 100)",111.7,null]],null],["2024-06-10T00:00:00.000Z","Jun '24",162.01,[[0,"356.46 index (2023-01-03 = 100)",87.36,null],[1,"143.24 index (2023-01-03 = 100)",111.67,null]],null],["2024-06-11T00:00:00.000Z","Jun '24",162.24,[[0,"355.31 index (2023-01-03 = 100)",87.5,null]],null],["2024-06-12T00:00:00.000Z","Jun '24",162.47,[[1,"144.77 index (2023-01-03 = 100)",111.5,null]],null],["2024-06-13T00:00:00.000Z","Jun '24",162.7,[[0,"378.75 index (2023-01-03 = 100)",84.82,null],[1,"145.06 index (2023-01-03 = 100)",111.46,null]],null],["2024-06-14T00:00:00.000Z","Jun '24",162.94,[[0,"383.89 index (2023-01-03 = 100)",84.24,null]],null],["2024-06-17T00:00:00.000Z","Jun '24",163.64,[[1,"146.3 index (2023-01-03 = 100)",111.32,null]],null],["2024-06-18T00:00:00.000Z","Jun '24",163.87,[[0,"392.31 index (2023-01-03 = 100)",83.28,null],[1,"146.67 index (2023-01-03 = 100)",111.28,null]],null],["2024-06-24T00:00:00.000Z","Jun '24",165.27,[[0,"358.85 index (2023-01-03 = 100)",87.09,null],[1,"145.6 index (2023-01-03 = 100)",111.4,null]],null],["2024-06-25T00:00:00.000Z","Jun '24",165.5,[[0,"371.18 index (2023-01-03 = 100)",85.69,null],[1,"146.16 index (2023-01-03 = 100)",111.34,null]],null],["2024-06-27T00:00:00.000Z","Jun '24",165.96,[[0,"368.11 index (2023-01-03 = 100)",86.04,null]],null],["2024-06-28T00:00:00.000Z","Jun '24",166.2,[[1,"146 index (2023-01-03 = 100)",111.36,null]],null],["2024-07-01T00:00:00.000Z","Jul '24",166.9,[[1,"146.3 index (2023-01-03 = 100)",111.32,null]],null],["2024-07-02T00:00:00.000Z","Jul '24",167.13,[[0,"372.09 index (2023-01-03 = 100)",85.58,null]],null],["2024-07-03T00:00:00.000Z","Jul '24",167.36,[[0,"384.48 index (2023-01-03 = 100)",84.17,null],[1,"147.94 index (2023-01-03 = 100)",111.13,null]],null],["2024-07-05T00:00:00.000Z","Jul '24",167.83,[[0,"383.58 index (2023-01-03 = 100)",84.27,null]],null],["2024-07-08T00:00:00.000Z","Jul '24",168.53,[[1,"148.97 index (2023-01-03 = 100)",111.02,null]],null],["2024-07-10T00:00:00.000Z","Jul '24",168.99,[[0,"403.43 index (2023-01-03 = 100)",82.01,null],[1,"150.59 index (2023-01-03 = 100)",110.83,null]],null],["2024-07-11T00:00:00.000Z","Jul '24",169.22,[[0,"388.07 index (2023-01-03 = 100)",83.76,null],[1,"149.29 index (2023-01-03 = 100)",110.98,null]],null],["2024-07-15T00:00:00.000Z","Jul '24",170.16,[[0,"389.31 index (2023-01-03 = 100)",83.62,null]],null],["2024-07-16T00:00:00.000Z","Jul '24",170.39,[[1,"151.54 index (2023-01-03 = 100)",110.72,null]],null],["2024-07-17T00:00:00.000Z","Jul '24",170.62,[[0,"357.81 index (2023-01-03 = 100)",87.21,null],[1,"149.41 index (2023-01-03 = 100)",110.97,null]],null],["2024-07-19T00:00:00.000Z","Jul '24",171.09,[[0,"353.73 index (2023-01-03 = 100)",87.67,null],[1,"147.28 index (2023-01-03 = 100)",111.21,null]],null],["2024-07-23T00:00:00.000Z","Jul '24",172.02,[[0,"365.17 index (2023-01-03 = 100)",86.37,null],[1,"148.56 index (2023-01-03 = 100)",111.06,null]],null],["2024-07-25T00:00:00.000Z","Jul '24",172.48,[[0,"335.57 index (2023-01-03 = 100)",89.74,null],[1,"144.44 index (2023-01-03 = 100)",111.53,null]],null],["2024-07-26T00:00:00.000Z","Jul '24",172.72,[[0,"339.11 index (2023-01-03 = 100)",89.34,null],[1,"146.06 index (2023-01-03 = 100)",111.35,null]],null],["2024-07-31T00:00:00.000Z","Jul '24",173.88,[[0,"349.9 index (2023-01-03 = 100)",88.11,null],[1,"147.77 index (2023-01-03 = 100)",111.15,null]],null],["2024-08-02T00:00:00.000Z","Aug '24",174.35,[[0,"321 index (2023-01-03 = 100)",91.41,null],[1,"142.96 index (2023-01-03 = 100)",111.7,null]],null],["2024-08-05T00:00:00.000Z","Aug '24",175.04,[[1,"138.8 index (2023-01-03 = 100)",112.18,null]],null],["2024-08-06T00:00:00.000Z","Aug '24",175.28,[[0,"316.87 index (2023-01-03 = 100)",91.88,null]],null],["2024-08-07T00:00:00.000Z","Aug '24",175.51,[[0,"305.89 index (2023-01-03 = 100)",93.13,null],[1,"139.14 index (2023-01-03 = 100)",112.14,null]],null],["2024-08-08T00:00:00.000Z","Aug '24",175.74,[[0,"323.28 index (2023-01-03 = 100)",91.15,null],[1,"142.36 index (2023-01-03 = 100)",111.77,null]],null],["2024-08-12T00:00:00.000Z","Aug '24",176.67,[[0,"331.35 index (2023-01-03 = 100)",90.23,null],[1,"143.06 index (2023-01-03 = 100)",111.69,null]],null],["2024-08-15T00:00:00.000Z","Aug '24",177.37,[[0,"363.55 index (2023-01-03 = 100)",86.56,null],[1,"148.37 index (2023-01-03 = 100)",111.09,null]],null],["2024-08-19T00:00:00.000Z","Aug '24",178.3,[[0,"377.05 index (2023-01-03 = 100)",85.02,null],[1,"150.13 index (2023-01-03 = 100)",110.89,null]],null],["2024-08-21T00:00:00.000Z","Aug '24",178.77,[[0,"374.13 index (2023-01-03 = 100)",85.35,null],[1,"150.4 index (2023-01-03 = 100)",110.85,null]],null],["2024-08-22T00:00:00.000Z","Aug '24",179,[[0,"362.18 index (2023-01-03 = 100)",86.71,null],[1,"149.22 index (2023-01-03 = 100)",110.99,null]],null],["2024-08-23T00:00:00.000Z","Aug '24",179.24,[[0,"374.01 index (2023-01-03 = 100)",85.36,null],[1,"150.8 index (2023-01-03 = 100)",110.81,null]],null],["2024-08-27T00:00:00.000Z","Aug '24",180.17,[[0,"368.82 index (2023-01-03 = 100)",85.95,null]],null],["2024-08-28T00:00:00.000Z","Aug '24",180.4,[[1,"149.78 index (2023-01-03 = 100)",110.93,null]],null],["2024-08-29T00:00:00.000Z","Aug '24",180.63,[[0,"350.17 index (2023-01-03 = 100)",88.08,null]],null],["2024-08-30T00:00:00.000Z","Aug '24",180.87,[[1,"151.22 index (2023-01-03 = 100)",110.76,null]],null],["2024-09-03T00:00:00.000Z","Sep '24",181.8,[[0,"329.84 index (2023-01-03 = 100)",90.4,null]],null],["2024-09-04T00:00:00.000Z","Sep '24",182.03,[[1,"147.81 index (2023-01-03 = 100)",111.15,null]],null],["2024-09-06T00:00:00.000Z","Sep '24",182.5,[[0,"314.25 index (2023-01-03 = 100)",92.18,null],[1,"144.96 index (2023-01-03 = 100)",111.47,null]],null],["2024-09-10T00:00:00.000Z","Sep '24",183.43,[[0,"331.06 index (2023-01-03 = 100)",90.26,null],[1,"147.23 index (2023-01-03 = 100)",111.22,null]],null],["2024-09-11T00:00:00.000Z","Sep '24",183.66,[[0,"352.22 index (2023-01-03 = 100)",87.85,null],[1,"148.74 index (2023-01-03 = 100)",111.04,null]],null],["2024-09-13T00:00:00.000Z","Sep '24",184.13,[[0,"361.02 index (2023-01-03 = 100)",86.84,null],[1,"150.77 index (2023-01-03 = 100)",110.81,null]],null],["2024-09-17T00:00:00.000Z","Sep '24",185.06,[[0,"352.65 index (2023-01-03 = 100)",87.8,null],[1,"151.06 index (2023-01-03 = 100)",110.78,null]],null],["2024-09-18T00:00:00.000Z","Sep '24",185.29,[[0,"348.07 index (2023-01-03 = 100)",88.32,null]],null],["2024-09-19T00:00:00.000Z","Sep '24",185.52,[[1,"153.18 index (2023-01-03 = 100)",110.54,null]],null],["2024-09-20T00:00:00.000Z","Sep '24",185.76,[[1,"152.91 index (2023-01-03 = 100)",110.57,null]],null],["2024-09-23T00:00:00.000Z","Sep '24",186.45,[[0,"361.48 index (2023-01-03 = 100)",86.79,null]],null],["2024-09-24T00:00:00.000Z","Sep '24",186.69,[[0,"370.76 index (2023-01-03 = 100)",85.73,null]],null],["2024-09-25T00:00:00.000Z","Sep '24",186.92,[[1,"153.4 index (2023-01-03 = 100)",110.51,null]],null],["2024-09-26T00:00:00.000Z","Sep '24",187.15,[[0,"380.81 index (2023-01-03 = 100)",84.59,null],[1,"154 index (2023-01-03 = 100)",110.44,null]],null],["2024-09-27T00:00:00.000Z","Sep '24",187.39,[[0,"371.37 index (2023-01-03 = 100)",85.66,null]],null],["2024-09-30T00:00:00.000Z","Sep '24",188.08,[[1,"154.4 index (2023-01-03 = 100)",110.4,null]],null],["2024-10-01T00:00:00.000Z","Oct '24",188.32,[[0,"359.57 index (2023-01-03 = 100)",87.01,null],[1,"153.01 index (2023-01-03 = 100)",110.56,null]],null],["2024-10-04T00:00:00.000Z","Oct '24",189.01,[[0,"379.69 index (2023-01-03 = 100)",84.72,null],[1,"154.19 index (2023-01-03 = 100)",110.42,null]],null],["2024-10-07T00:00:00.000Z","Oct '24",189.71,[[0,"383.42 index (2023-01-03 = 100)",84.29,null],[1,"152.79 index (2023-01-03 = 100)",110.58,null]],null],["2024-10-09T00:00:00.000Z","Oct '24",190.18,[[0,"395.8 index (2023-01-03 = 100)",82.88,null],[1,"155.31 index (2023-01-03 = 100)",110.3,null]],null],["2024-10-14T00:00:00.000Z","Oct '24",191.34,[[0,"401.77 index (2023-01-03 = 100)",82.2,null],[1,"157.24 index (2023-01-03 = 100)",110.07,null]],null],["2024-10-15T00:00:00.000Z","Oct '24",191.58,[[0,"386.22 index (2023-01-03 = 100)",83.97,null],[1,"156.02 index (2023-01-03 = 100)",110.21,null]],null],["2024-10-16T00:00:00.000Z","Oct '24",191.81,[[1,"156.69 index (2023-01-03 = 100)",110.14,null]],null],["2024-10-17T00:00:00.000Z","Oct '24",192.04,[[0,"400.66 index (2023-01-03 = 100)",82.32,null]],null],["2024-10-18T00:00:00.000Z","Oct '24",192.27,[[1,"157.31 index (2023-01-03 = 100)",110.07,null]],null],["2024-10-21T00:00:00.000Z","Oct '24",192.97,[[0,"409.17 index (2023-01-03 = 100)",81.35,null]],null],["2024-10-23T00:00:00.000Z","Oct '24",193.44,[[0,"399.58 index (2023-01-03 = 100)",82.45,null],[1,"155.53 index (2023-01-03 = 100)",110.27,null]],null],["2024-10-24T00:00:00.000Z","Oct '24",193.67,[[1,"155.87 index (2023-01-03 = 100)",110.23,null]],null],["2024-10-25T00:00:00.000Z","Oct '24",193.9,[[0,"404.21 index (2023-01-03 = 100)",81.92,null]],null],["2024-10-29T00:00:00.000Z","Oct '24",194.84,[[0,"407.78 index (2023-01-03 = 100)",81.51,null],[1,"156.55 index (2023-01-03 = 100)",110.15,null]],null],["2024-10-31T00:00:00.000Z","Oct '24",195.3,[[0,"381.49 index (2023-01-03 = 100)",84.51,null],[1,"153.02 index (2023-01-03 = 100)",110.56,null]],null],["2024-11-01T00:00:00.000Z","Nov '24",195.53,[[0,"385.19 index (2023-01-03 = 100)",84.09,null],[1,"153.66 index (2023-01-03 = 100)",110.48,null]],null],["2024-11-04T00:00:00.000Z","Nov '24",196.23,[[0,"385.05 index (2023-01-03 = 100)",84.1,null],[1,"153.33 index (2023-01-03 = 100)",110.52,null]],null],["2024-11-06T00:00:00.000Z","Nov '24",196.7,[[1,"159.05 index (2023-01-03 = 100)",109.87,null]],null],["2024-11-07T00:00:00.000Z","Nov '24",196.93,[[0,"415.65 index (2023-01-03 = 100)",80.62,null]],null],["2024-11-08T00:00:00.000Z","Nov '24",197.16,[[1,"160.97 index (2023-01-03 = 100)",109.65,null]],null],["2024-11-11T00:00:00.000Z","Nov '24",197.86,[[0,"405.37 index (2023-01-03 = 100)",81.79,null]],null],["2024-11-12T00:00:00.000Z","Nov '24",198.1,[[0,"407.23 index (2023-01-03 = 100)",81.58,null]],null],["2024-11-13T00:00:00.000Z","Nov '24",198.33,[[1,"160.7 index (2023-01-03 = 100)",109.68,null]],null],["2024-11-15T00:00:00.000Z","Nov '24",198.79,[[0,"389.15 index (2023-01-03 = 100)",83.64,null],[1,"157.62 index (2023-01-03 = 100)",110.03,null]],null],["2024-11-18T00:00:00.000Z","Nov '24",199.49,[[0,"388.63 index (2023-01-03 = 100)",83.7,null],[1,"158.27 index (2023-01-03 = 100)",109.96,null]],null],["2024-11-19T00:00:00.000Z","Nov '24",199.73,[[0,"399.03 index (2023-01-03 = 100)",82.51,null]],null],["2024-11-20T00:00:00.000Z","Nov '24",199.96,[[1,"158.9 index (2023-01-03 = 100)",109.89,null]],null],["2024-11-21T00:00:00.000Z","Nov '24",200.19,[[0,"397.52 index (2023-01-03 = 100)",82.68,null]],null],["2024-11-22T00:00:00.000Z","Nov '24",200.42,[[1,"160.25 index (2023-01-03 = 100)",109.73,null]],null],["2024-11-25T00:00:00.000Z","Nov '24",201.12,[[0,"382.89 index (2023-01-03 = 100)",84.35,null]],null],["2024-11-26T00:00:00.000Z","Nov '24",201.36,[[1,"161.63 index (2023-01-03 = 100)",109.57,null]],null],["2024-11-27T00:00:00.000Z","Nov '24",201.59,[[0,"377.76 index (2023-01-03 = 100)",84.94,null],[1,"161.14 index (2023-01-03 = 100)",109.63,null]],null],["2024-12-02T00:00:00.000Z","Dec '24",202.75,[[0,"391.09 index (2023-01-03 = 100)",83.42,null]],null],["2024-12-03T00:00:00.000Z","Dec '24",202.99,[[1,"162.51 index (2023-01-03 = 100)",109.47,null]],null],["2024-12-04T00:00:00.000Z","Dec '24",203.22,[[0,"404.6 index (2023-01-03 = 100)",81.88,null],[1,"163.52 index (2023-01-03 = 100)",109.36,null]],null],["2024-12-06T00:00:00.000Z","Dec '24",203.68,[[0,"403.68 index (2023-01-03 = 100)",81.98,null],[1,"163.56 index (2023-01-03 = 100)",109.35,null]],null],["2024-12-10T00:00:00.000Z","Dec '24",204.61,[[0,"383.99 index (2023-01-03 = 100)",84.22,null],[1,"162.21 index (2023-01-03 = 100)",109.51,null]],null],["2024-12-11T00:00:00.000Z","Dec '24",204.85,[[0,"396.15 index (2023-01-03 = 100)",82.84,null],[1,"163.47 index (2023-01-03 = 100)",109.36,null]],null],["2024-12-16T00:00:00.000Z","Dec '24",206.01,[[0,"412.32 index (2023-01-03 = 100)",81,null],[1,"163.28 index (2023-01-03 = 100)",109.39,null]],null],["2024-12-18T00:00:00.000Z","Dec '24",206.48,[[0,"393.43 index (2023-01-03 = 100)",83.15,null],[1,"157.77 index (2023-01-03 = 100)",110.01,null]],null],["2024-12-19T00:00:00.000Z","Dec '24",206.71,[[0,"392.85 index (2023-01-03 = 100)",83.22,null]],null],["2024-12-20T00:00:00.000Z","Dec '24",206.94,[[1,"159.61 index (2023-01-03 = 100)",109.8,null]],null],["2024-12-23T00:00:00.000Z","Dec '24",207.64,[[0,"416.08 index (2023-01-03 = 100)",80.57,null],[1,"160.57 index (2023-01-03 = 100)",109.7,null]],null],["2024-12-26T00:00:00.000Z","Dec '24",208.34,[[0,"420.5 index (2023-01-03 = 100)",80.06,null],[1,"162.36 index (2023-01-03 = 100)",109.49,null]],null],["2024-12-27T00:00:00.000Z","Dec '24",208.57,[[0,"414.07 index (2023-01-03 = 100)",80.8,null],[1,"160.65 index (2023-01-03 = 100)",109.69,null]],null],["2024-12-31T00:00:00.000Z","Dec '24",209.5,[[0,"403.25 index (2023-01-03 = 100)",82.03,null]],null],["2025-01-02T00:00:00.000Z","Jan '25",209.97,[[1,"157.85 index (2023-01-03 = 100)",110,null]],null],["2025-01-06T00:00:00.000Z","Jan '25",210.9,[[0,"435.7 index (2023-01-03 = 100)",78.33,null],[1,"160.75 index (2023-01-03 = 100)",109.67,null]],null],["2025-01-07T00:00:00.000Z","Jan '25",211.13,[[0,"416.24 index (2023-01-03 = 100)",80.55,null],[1,"158.93 index (2023-01-03 = 100)",109.88,null]],null],["2025-01-10T00:00:00.000Z","Jan '25",211.83,[[0,"404.04 index (2023-01-03 = 100)",81.94,null],[1,"156.73 index (2023-01-03 = 100)",110.13,null]],null],["2025-01-14T00:00:00.000Z","Jan '25",212.76,[[0,"396.19 index (2023-01-03 = 100)",82.83,null],[1,"157.19 index (2023-01-03 = 100)",110.08,null]],null],["2025-01-15T00:00:00.000Z","Jan '25",213,[[0,"407.29 index (2023-01-03 = 100)",81.57,null],[1,"160.05 index (2023-01-03 = 100)",109.75,null]],null],["2025-01-21T00:00:00.000Z","Jan '25",214.39,[[0,"422.55 index (2023-01-03 = 100)",79.83,null],[1,"162.82 index (2023-01-03 = 100)",109.44,null]],null],["2025-01-23T00:00:00.000Z","Jan '25",214.86,[[0,"434.91 index (2023-01-03 = 100)",78.42,null],[1,"164.63 index (2023-01-03 = 100)",109.23,null]],null],["2025-01-27T00:00:00.000Z","Jan '25",215.79,[[0,"367.79 index (2023-01-03 = 100)",86.07,null],[1,"161.83 index (2023-01-03 = 100)",109.55,null]],null],["2025-01-28T00:00:00.000Z","Jan '25",216.02,[[0,"388.16 index (2023-01-03 = 100)",83.75,null],[1,"163.22 index (2023-01-03 = 100)",109.39,null]],null],["2025-01-30T00:00:00.000Z","Jan '25",216.49,[[0,"385.54 index (2023-01-03 = 100)",84.05,null],[1,"163.36 index (2023-01-03 = 100)",109.38,null]],null],["2025-02-03T00:00:00.000Z","Feb '25",217.42,[[0,"371.03 index (2023-01-03 = 100)",85.7,null],[1,"161.4 index (2023-01-03 = 100)",109.6,null]],null],["2025-02-05T00:00:00.000Z","Feb '25",217.89,[[0,"389.74 index (2023-01-03 = 100)",83.57,null],[1,"163.14 index (2023-01-03 = 100)",109.4,null]],null],["2025-02-06T00:00:00.000Z","Feb '25",218.12,[[0,"395.06 index (2023-01-03 = 100)",82.96,null]],null],["2025-02-07T00:00:00.000Z","Feb '25",218.35,[[1,"162.21 index (2023-01-03 = 100)",109.51,null]],null],["2025-02-10T00:00:00.000Z","Feb '25",219.05,[[0,"402.36 index (2023-01-03 = 100)",82.13,null],[1,"163.31 index (2023-01-03 = 100)",109.38,null]],null],["2025-02-12T00:00:00.000Z","Feb '25",219.52,[[0,"399.13 index (2023-01-03 = 100)",82.5,null],[1,"162.91 index (2023-01-03 = 100)",109.43,null]],null],["2025-02-14T00:00:00.000Z","Feb '25",219.98,[[0,"408.36 index (2023-01-03 = 100)",81.45,null],[1,"164.62 index (2023-01-03 = 100)",109.23,null]],null],["2025-02-19T00:00:00.000Z","Feb '25",221.15,[[0,"407.49 index (2023-01-03 = 100)",81.55,null],[1,"165.49 index (2023-01-03 = 100)",109.13,null]],null],["2025-02-20T00:00:00.000Z","Feb '25",221.38,[[0,"407.76 index (2023-01-03 = 100)",81.52,null]],null],["2025-02-21T00:00:00.000Z","Feb '25",221.61,[[1,"161.98 index (2023-01-03 = 100)",109.53,null]],null],["2025-02-24T00:00:00.000Z","Feb '25",222.31,[[1,"161.25 index (2023-01-03 = 100)",109.62,null]],null],["2025-02-25T00:00:00.000Z","Feb '25",222.54,[[0,"372.11 index (2023-01-03 = 100)",85.58,null]],null],["2025-02-26T00:00:00.000Z","Feb '25",222.78,[[0,"384.37 index (2023-01-03 = 100)",84.18,null]],null],["2025-02-27T00:00:00.000Z","Feb '25",223.01,[[1,"157.96 index (2023-01-03 = 100)",109.99,null]],null],["2025-02-28T00:00:00.000Z","Feb '25",223.24,[[1,"160.43 index (2023-01-03 = 100)",109.71,null]],null],["2025-03-03T00:00:00.000Z","Mar '25",223.94,[[0,"341.68 index (2023-01-03 = 100)",89.05,null]],null],["2025-03-05T00:00:00.000Z","Mar '25",224.41,[[0,"353.09 index (2023-01-03 = 100)",87.75,null],[1,"157.43 index (2023-01-03 = 100)",110.05,null]],null],["2025-03-06T00:00:00.000Z","Mar '25",224.64,[[0,"335.55 index (2023-01-03 = 100)",89.75,null],[1,"154.63 index (2023-01-03 = 100)",110.37,null]],null],["2025-03-07T00:00:00.000Z","Mar '25",224.87,[[1,"155.5 index (2023-01-03 = 100)",110.27,null]],null],["2025-03-10T00:00:00.000Z","Mar '25",225.57,[[0,"328.83 index (2023-01-03 = 100)",90.51,null]],null],["2025-03-11T00:00:00.000Z","Mar '25",225.8,[[1,"150.1 index (2023-01-03 = 100)",110.89,null]],null],["2025-03-12T00:00:00.000Z","Mar '25",226.04,[[0,"348.14 index (2023-01-03 = 100)",88.31,null]],null],["2025-03-13T00:00:00.000Z","Mar '25",226.27,[[1,"148.88 index (2023-01-03 = 100)",111.03,null]],null],["2025-03-14T00:00:00.000Z","Mar '25",226.5,[[0,"356.57 index (2023-01-03 = 100)",87.35,null]],null],["2025-03-17T00:00:00.000Z","Mar '25",227.2,[[1,"153.13 index (2023-01-03 = 100)",110.54,null]],null],["2025-03-18T00:00:00.000Z","Mar '25",227.43,[[0,"345.56 index (2023-01-03 = 100)",88.61,null]],null],["2025-03-19T00:00:00.000Z","Mar '25",227.67,[[0,"352.46 index (2023-01-03 = 100)",87.82,null]],null],["2025-03-20T00:00:00.000Z","Mar '25",227.9,[[1,"152.68 index (2023-01-03 = 100)",110.59,null]],null],["2025-03-21T00:00:00.000Z","Mar '25",228.13,[[1,"152.73 index (2023-01-03 = 100)",110.59,null]],null],["2025-03-24T00:00:00.000Z","Mar '25",228.83,[[0,"361.4 index (2023-01-03 = 100)",86.8,null]],null],["2025-03-25T00:00:00.000Z","Mar '25",229.06,[[0,"359.67 index (2023-01-03 = 100)",87,null],[1,"155.84 index (2023-01-03 = 100)",110.23,null]],null],["2025-03-26T00:00:00.000Z","Mar '25",229.3,[[1,"153.98 index (2023-01-03 = 100)",110.45,null]],null],["2025-03-27T00:00:00.000Z","Mar '25",229.53,[[0,"334.12 index (2023-01-03 = 100)",89.91,null]],null],["2025-03-28T00:00:00.000Z","Mar '25",229.76,[[1,"150.48 index (2023-01-03 = 100)",110.85,null]],null],["2025-03-31T00:00:00.000Z","Mar '25",230.46,[[0,"325 index (2023-01-03 = 100)",90.95,null]],null],["2025-04-02T00:00:00.000Z","Apr '25",230.93,[[0,"331.48 index (2023-01-03 = 100)",90.21,null],[1,"152.88 index (2023-01-03 = 100)",110.57,null]],null],["2025-04-04T00:00:00.000Z","Apr '25",231.39,[[0,"285.38 index (2023-01-03 = 100)",95.47,null],[1,"136.84 index (2023-01-03 = 100)",112.4,null]],null],["2025-04-08T00:00:00.000Z","Apr '25",232.32,[[0,"287.49 index (2023-01-03 = 100)",95.23,null],[1,"134.45 index (2023-01-03 = 100)",112.67,null]],null],["2025-04-09T00:00:00.000Z","Apr '25",232.56,[[0,"337.39 index (2023-01-03 = 100)",89.54,null],[1,"148.57 index (2023-01-03 = 100)",111.06,null]],null],["2025-04-10T00:00:00.000Z","Apr '25",232.79,[[0,"317.65 index (2023-01-03 = 100)",91.79,null],[1,"142.06 index (2023-01-03 = 100)",111.8,null]],null],["2025-04-14T00:00:00.000Z","Apr '25",233.72,[[1,"146 index (2023-01-03 = 100)",111.36,null]],null],["2025-04-15T00:00:00.000Z","Apr '25",233.95,[[0,"330.79 index (2023-01-03 = 100)",90.29,null]],null],["2025-04-16T00:00:00.000Z","Apr '25",234.19,[[1,"142.36 index (2023-01-03 = 100)",111.77,null]],null],["2025-04-17T00:00:00.000Z","Apr '25",234.42,[[0,"307.3 index (2023-01-03 = 100)",92.97,null]],null],["2025-04-21T00:00:00.000Z","Apr '25",235.35,[[0,"296.67 index (2023-01-03 = 100)",94.18,null],[1,"139.17 index (2023-01-03 = 100)",112.14,null]],null],["2025-04-24T00:00:00.000Z","Apr '25",236.05,[[0,"327.98 index (2023-01-03 = 100)",90.61,null],[1,"148.05 index (2023-01-03 = 100)",111.12,null]],null],["2025-04-25T00:00:00.000Z","Apr '25",236.28,[[0,"337.27 index (2023-01-03 = 100)",89.55,null],[1,"149.12 index (2023-01-03 = 100)",111,null]],null],["2025-04-29T00:00:00.000Z","Apr '25",237.21,[[0,"333.89 index (2023-01-03 = 100)",89.94,null],[1,"150.12 index (2023-01-03 = 100)",110.89,null]],null],["2025-04-30T00:00:00.000Z","Apr '25",237.44,[[0,"335.37 index (2023-01-03 = 100)",89.77,null],[1,"150.18 index (2023-01-03 = 100)",110.88,null]],null],["2025-05-02T00:00:00.000Z","May '25",237.91,[[0,"354.75 index (2023-01-03 = 100)",87.56,null],[1,"153.49 index (2023-01-03 = 100)",110.5,null]],null],["2025-05-06T00:00:00.000Z","May '25",238.84,[[0,"349.89 index (2023-01-03 = 100)",88.11,null],[1,"151.33 index (2023-01-03 = 100)",110.75,null]],null],["2025-05-09T00:00:00.000Z","May '25",239.54,[[0,"360.25 index (2023-01-03 = 100)",86.93,null],[1,"152.83 index (2023-01-03 = 100)",110.58,null]],null],["2025-05-12T00:00:00.000Z","May '25",240.24,[[0,"379.63 index (2023-01-03 = 100)",84.72,null],[1,"157.88 index (2023-01-03 = 100)",110,null]],null],["2025-05-14T00:00:00.000Z","May '25",240.7,[[0,"406.34 index (2023-01-03 = 100)",81.68,null],[1,"159.13 index (2023-01-03 = 100)",109.86,null]],null],["2025-05-16T00:00:00.000Z","May '25",241.17,[[0,"404.97 index (2023-01-03 = 100)",81.83,null],[1,"160.92 index (2023-01-03 = 100)",109.66,null]],null],["2025-05-19T00:00:00.000Z","May '25",241.87,[[0,"405.4 index (2023-01-03 = 100)",81.78,null]],null],["2025-05-20T00:00:00.000Z","May '25",242.1,[[1,"160.55 index (2023-01-03 = 100)",109.7,null]],null],["2025-05-21T00:00:00.000Z","May '25",242.33,[[0,"397.92 index (2023-01-03 = 100)",82.64,null],[1,"157.85 index (2023-01-03 = 100)",110.01,null]],null],["2025-05-23T00:00:00.000Z","May '25",242.8,[[0,"396.14 index (2023-01-03 = 100)",82.84,null],[1,"156.83 index (2023-01-03 = 100)",110.12,null]],null],["2025-05-29T00:00:00.000Z","May '25",244.2,[[0,"415.19 index (2023-01-03 = 100)",80.67,null],[1,"159.79 index (2023-01-03 = 100)",109.78,null]],null],["2025-05-30T00:00:00.000Z","May '25",244.43,[[0,"407.9 index (2023-01-03 = 100)",81.5,null]],null],["2025-06-02T00:00:00.000Z","Jun '25",245.13,[[1,"160.51 index (2023-01-03 = 100)",109.7,null]],null],["2025-06-03T00:00:00.000Z","Jun '25",245.36,[[0,"425.45 index (2023-01-03 = 100)",79.5,null],[1,"161.43 index (2023-01-03 = 100)",109.6,null]],null],["2025-06-04T00:00:00.000Z","Jun '25",245.59,[[0,"429.84 index (2023-01-03 = 100)",79,null]],null],["2025-06-05T00:00:00.000Z","Jun '25",245.83,[[1,"160.61 index (2023-01-03 = 100)",109.69,null]],null],["2025-06-06T00:00:00.000Z","Jun '25",246.06,[[0,"424.83 index (2023-01-03 = 100)",79.57,null],[1,"162.26 index (2023-01-03 = 100)",109.5,null]],null],["2025-06-10T00:00:00.000Z","Jun '25",246.99,[[1,"163.32 index (2023-01-03 = 100)",109.38,null]],null],["2025-06-11T00:00:00.000Z","Jun '25",247.22,[[0,"432.88 index (2023-01-03 = 100)",78.65,null]],null],["2025-06-13T00:00:00.000Z","Jun '25",247.69,[[0,"428.11 index (2023-01-03 = 100)",79.2,null],[1,"161.68 index (2023-01-03 = 100)",109.57,null]],null],["2025-06-16T00:00:00.000Z","Jun '25",248.39,[[0,"438.03 index (2023-01-03 = 100)",78.06,null],[1,"163.21 index (2023-01-03 = 100)",109.39,null]],null],["2025-06-20T00:00:00.000Z","Jun '25",249.32,[[0,"434.98 index (2023-01-03 = 100)",78.41,null],[1,"161.42 index (2023-01-03 = 100)",109.6,null]],null],["2025-06-23T00:00:00.000Z","Jun '25",250.02,[[0,"438.23 index (2023-01-03 = 100)",78.04,null],[1,"163.01 index (2023-01-03 = 100)",109.42,null]],null],["2025-06-24T00:00:00.000Z","Jun '25",250.25,[[1,"164.81 index (2023-01-03 = 100)",109.21,null]],null],["2025-06-25T00:00:00.000Z","Jun '25",250.48,[[0,"464.86 index (2023-01-03 = 100)",75.01,null]],null],["2025-06-27T00:00:00.000Z","Jun '25",250.95,[[0,"473.52 index (2023-01-03 = 100)",74.02,null],[1,"167.02 index (2023-01-03 = 100)",108.96,null]],null],["2025-07-01T00:00:00.000Z","Jul '25",251.88,[[0,"461.73 index (2023-01-03 = 100)",75.36,null],[1,"167.76 index (2023-01-03 = 100)",108.88,null]],null],["2025-07-03T00:00:00.000Z","Jul '25",252.35,[[0,"478.09 index (2023-01-03 = 100)",73.5,null],[1,"169.85 index (2023-01-03 = 100)",108.64,null]],null],["2025-07-07T00:00:00.000Z","Jul '25",253.28,[[0,"473.53 index (2023-01-03 = 100)",74.02,null]],null],["2025-07-08T00:00:00.000Z","Jul '25",253.51,[[1,"168.49 index (2023-01-03 = 100)",108.79,null]],null],["2025-07-09T00:00:00.000Z","Jul '25",253.74,[[0,"483.79 index (2023-01-03 = 100)",72.85,null],[1,"169.5 index (2023-01-03 = 100)",108.68,null]],null],["2025-07-10T00:00:00.000Z","Jul '25",253.98,[[1,"169.98 index (2023-01-03 = 100)",108.62,null]],null],["2025-07-11T00:00:00.000Z","Jul '25",254.21,[[0,"487.4 index (2023-01-03 = 100)",72.44,null]],null],["2025-07-14T00:00:00.000Z","Jul '25",254.91,[[0,"486.1 index (2023-01-03 = 100)",72.58,null]],null],["2025-07-15T00:00:00.000Z","Jul '25",255.14,[[1,"168.98 index (2023-01-03 = 100)",108.74,null]],null],["2025-07-17T00:00:00.000Z","Jul '25",255.61,[[0,"512.6 index (2023-01-03 = 100)",69.56,null],[1,"170.58 index (2023-01-03 = 100)",108.55,null]],null],["2025-07-21T00:00:00.000Z","Jul '25",256.54,[[0,"507.9 index (2023-01-03 = 100)",70.1,null],[1,"170.78 index (2023-01-03 = 100)",108.53,null]],null],["2025-07-22T00:00:00.000Z","Jul '25",256.77,[[0,"495.87 index (2023-01-03 = 100)",71.47,null],[1,"170.81 index (2023-01-03 = 100)",108.53,null]],null],["2025-07-24T00:00:00.000Z","Jul '25",257.24,[[0,"513.83 index (2023-01-03 = 100)",69.42,null]],null],["2025-07-25T00:00:00.000Z","Jul '25",257.47,[[1,"173.05 index (2023-01-03 = 100)",108.27,null]],null],["2025-07-28T00:00:00.000Z","Jul '25",258.17,[[0,"524.21 index (2023-01-03 = 100)",68.24,null],[1,"173 index (2023-01-03 = 100)",108.28,null]],null],["2025-07-30T00:00:00.000Z","Jul '25",258.63,[[0,"532.8 index (2023-01-03 = 100)",67.26,null],[1,"172.33 index (2023-01-03 = 100)",108.35,null]],null],["2025-08-01T00:00:00.000Z","Aug '25",259.1,[[0,"516.09 index (2023-01-03 = 100)",69.17,null],[1,"168.87 index (2023-01-03 = 100)",108.75,null]],null],["2025-08-04T00:00:00.000Z","Aug '25",259.8,[[0,"531.93 index (2023-01-03 = 100)",67.36,null],[1,"171.44 index (2023-01-03 = 100)",108.46,null]],null],["2025-08-06T00:00:00.000Z","Aug '25",260.26,[[0,"525.28 index (2023-01-03 = 100)",68.12,null]],null],["2025-08-07T00:00:00.000Z","Aug '25",260.5,[[1,"171.73 index (2023-01-03 = 100)",108.42,null]],null],["2025-08-08T00:00:00.000Z","Aug '25",260.73,[[0,"536.82 index (2023-01-03 = 100)",66.8,null]],null],["2025-08-11T00:00:00.000Z","Aug '25",261.43,[[1,"172.73 index (2023-01-03 = 100)",108.31,null]],null],["2025-08-12T00:00:00.000Z","Aug '25",261.66,[[0,"542.41 index (2023-01-03 = 100)",66.17,null],[1,"174.56 index (2023-01-03 = 100)",108.1,null]],null],["2025-08-13T00:00:00.000Z","Aug '25",261.89,[[1,"175.16 index (2023-01-03 = 100)",108.03,null]],null],["2025-08-14T00:00:00.000Z","Aug '25",262.13,[[0,"540.59 index (2023-01-03 = 100)",66.37,null]],null],["2025-08-18T00:00:00.000Z","Aug '25",263.06,[[0,"536.67 index (2023-01-03 = 100)",66.82,null],[1,"174.73 index (2023-01-03 = 100)",108.08,null]],null],["2025-08-19T00:00:00.000Z","Aug '25",263.29,[[0,"517.6 index (2023-01-03 = 100)",68.99,null]],null],["2025-08-20T00:00:00.000Z","Aug '25",263.52,[[1,"173.32 index (2023-01-03 = 100)",108.24,null]],null],["2025-08-21T00:00:00.000Z","Aug '25",263.76,[[0,"511.88 index (2023-01-03 = 100)",69.65,null]],null],["2025-08-22T00:00:00.000Z","Aug '25",263.99,[[1,"175.28 index (2023-01-03 = 100)",108.02,null]],null],["2025-08-25T00:00:00.000Z","Aug '25",264.69,[[1,"174.5 index (2023-01-03 = 100)",108.11,null]],null],["2025-08-26T00:00:00.000Z","Aug '25",264.92,[[0,"528.47 index (2023-01-03 = 100)",67.75,null]],null],["2025-08-28T00:00:00.000Z","Aug '25",265.39,[[0,"531.37 index (2023-01-03 = 100)",67.42,null],[1,"176.26 index (2023-01-03 = 100)",107.91,null]],null],["2025-08-29T00:00:00.000Z","Aug '25",265.62,[[0,"514.56 index (2023-01-03 = 100)",69.34,null],[1,"175.21 index (2023-01-03 = 100)",108.03,null]],null],["2025-09-02T00:00:00.000Z","Sep '25",266.55,[[0,"509.2 index (2023-01-03 = 100)",69.95,null],[1,"173.91 index (2023-01-03 = 100)",108.17,null]],null],["2025-09-04T00:00:00.000Z","Sep '25",267.01,[[0,"515.39 index (2023-01-03 = 100)",69.25,null],[1,"176.31 index (2023-01-03 = 100)",107.9,null]],null],["2025-09-08T00:00:00.000Z","Sep '25",267.95,[[1,"176.23 index (2023-01-03 = 100)",107.91,null]],null],["2025-09-09T00:00:00.000Z","Sep '25",268.18,[[0,"527.38 index (2023-01-03 = 100)",67.88,null]],null],["2025-09-10T00:00:00.000Z","Sep '25",268.41,[[0,"552.97 index (2023-01-03 = 100)",64.96,null]],null],["2025-09-11T00:00:00.000Z","Sep '25",268.64,[[1,"178.62 index (2023-01-03 = 100)",107.64,null]],null],["2025-09-15T00:00:00.000Z","Sep '25",269.58,[[0,"553.55 index (2023-01-03 = 100)",64.89,null],[1,"179.51 index (2023-01-03 = 100)",107.54,null]],null],["2025-09-16T00:00:00.000Z","Sep '25",269.81,[[0,"547.67 index (2023-01-03 = 100)",65.57,null],[1,"179.27 index (2023-01-03 = 100)",107.56,null]],null],["2025-09-17T00:00:00.000Z","Sep '25",270.04,[[0,"535.92 index (2023-01-03 = 100)",66.9,null],[1,"179.04 index (2023-01-03 = 100)",107.59,null]],null],["2025-09-22T00:00:00.000Z","Sep '25",271.21,[[0,"555.34 index (2023-01-03 = 100)",64.69,null],[1,"181.63 index (2023-01-03 = 100)",107.29,null]],null],["2025-09-23T00:00:00.000Z","Sep '25",271.44,[[0,"550.9 index (2023-01-03 = 100)",65.2,null]],null],["2025-09-24T00:00:00.000Z","Sep '25",271.67,[[1,"180.06 index (2023-01-03 = 100)",107.47,null]],null],["2025-09-25T00:00:00.000Z","Sep '25",271.9,[[1,"179.23 index (2023-01-03 = 100)",107.57,null]],null],["2025-09-26T00:00:00.000Z","Sep '25",272.14,[[0,"546 index (2023-01-03 = 100)",65.76,null]],null],["2025-09-29T00:00:00.000Z","Sep '25",272.84,[[0,"549.45 index (2023-01-03 = 100)",65.36,null],[1,"180.77 index (2023-01-03 = 100)",107.39,null]],null],["2025-10-01T00:00:00.000Z","Oct '25",273.3,[[1,"182.06 index (2023-01-03 = 100)",107.24,null]],null],["2025-10-02T00:00:00.000Z","Oct '25",273.53,[[0,"570.08 index (2023-01-03 = 100)",63.01,null]],null],["2025-10-03T00:00:00.000Z","Oct '25",273.77,[[0,"568.09 index (2023-01-03 = 100)",63.24,null],[1,"182.27 index (2023-01-03 = 100)",107.22,null]],null],["2025-10-07T00:00:00.000Z","Oct '25",274.7,[[0,"579.46 index (2023-01-03 = 100)",61.94,null],[1,"182.25 index (2023-01-03 = 100)",107.22,null]],null],["2025-10-09T00:00:00.000Z","Oct '25",275.16,[[0,"601.43 index (2023-01-03 = 100)",59.44,null],[1,"182.8 index (2023-01-03 = 100)",107.16,null]],null],["2025-10-10T00:00:00.000Z","Oct '25",275.4,[[0,"568.56 index (2023-01-03 = 100)",63.18,null],[1,"177.86 index (2023-01-03 = 100)",107.72,null]],null],["2025-10-15T00:00:00.000Z","Oct '25",276.56,[[0,"588.38 index (2023-01-03 = 100)",60.92,null],[1,"181.17 index (2023-01-03 = 100)",107.35,null]],null],["2025-10-16T00:00:00.000Z","Oct '25",276.79,[[0,"589.42 index (2023-01-03 = 100)",60.81,null],[1,"179.94 index (2023-01-03 = 100)",107.49,null]],null],["2025-10-20T00:00:00.000Z","Oct '25",277.73,[[0,"590.44 index (2023-01-03 = 100)",60.69,null],[1,"182.84 index (2023-01-03 = 100)",107.16,null]],null],["2025-10-22T00:00:00.000Z","Oct '25",278.19,[[0,"578.37 index (2023-01-03 = 100)",62.07,null],[1,"181.89 index (2023-01-03 = 100)",107.26,null]],null],["2025-10-24T00:00:00.000Z","Oct '25",278.66,[[0,"601.02 index (2023-01-03 = 100)",59.48,null],[1,"184.46 index (2023-01-03 = 100)",106.97,null]],null],["2025-10-27T00:00:00.000Z","Oct '25",279.36,[[0,"615.03 index (2023-01-03 = 100)",57.89,null]],null],["2025-10-28T00:00:00.000Z","Oct '25",279.59,[[1,"187.13 index (2023-01-03 = 100)",106.67,null]],null],["2025-10-29T00:00:00.000Z","Oct '25",279.82,[[0,"650.04 index (2023-01-03 = 100)",53.89,null]],null],["2025-10-30T00:00:00.000Z","Oct '25",280.05,[[1,"185.16 index (2023-01-03 = 100)",106.89,null]],null],["2025-11-03T00:00:00.000Z","Nov '25",280.99,[[0,"637.36 index (2023-01-03 = 100)",55.34,null],[1,"186.12 index (2023-01-03 = 100)",106.78,null]],null],["2025-11-04T00:00:00.000Z","Nov '25",281.22,[[0,"615.63 index (2023-01-03 = 100)",57.82,null],[1,"183.91 index (2023-01-03 = 100)",107.03,null]],null],["2025-11-06T00:00:00.000Z","Nov '25",281.68,[[0,"595.48 index (2023-01-03 = 100)",60.12,null],[1,"182.57 index (2023-01-03 = 100)",107.19,null]],null],["2025-11-10T00:00:00.000Z","Nov '25",282.61,[[0,"616.3 index (2023-01-03 = 100)",57.74,null],[1,"185.6 index (2023-01-03 = 100)",106.84,null]],null],["2025-11-12T00:00:00.000Z","Nov '25",283.08,[[0,"611.55 index (2023-01-03 = 100)",58.28,null],[1,"186.13 index (2023-01-03 = 100)",106.78,null]],null],["2025-11-13T00:00:00.000Z","Nov '25",283.31,[[0,"589.63 index (2023-01-03 = 100)",60.78,null],[1,"183.04 index (2023-01-03 = 100)",107.13,null]],null],["2025-11-17T00:00:00.000Z","Nov '25",284.24,[[0,"588.26 index (2023-01-03 = 100)",60.94,null],[1,"181.31 index (2023-01-03 = 100)",107.33,null]],null],["2025-11-20T00:00:00.000Z","Nov '25",284.94,[[0,"567.04 index (2023-01-03 = 100)",63.36,null],[1,"177.73 index (2023-01-03 = 100)",107.74,null]],null],["2025-11-21T00:00:00.000Z","Nov '25",285.18,[[0,"560.15 index (2023-01-03 = 100)",64.14,null],[1,"179.5 index (2023-01-03 = 100)",107.54,null]],null],["2025-11-25T00:00:00.000Z","Nov '25",286.11,[[0,"579.45 index (2023-01-03 = 100)",61.94,null],[1,"183.85 index (2023-01-03 = 100)",107.04,null]],null],["2025-11-26T00:00:00.000Z","Nov '25",286.34,[[0,"592.34 index (2023-01-03 = 100)",60.47,null]],null],["2025-11-28T00:00:00.000Z","Nov '25",286.81,[[1,"186.13 index (2023-01-03 = 100)",106.78,null]],null],["2025-12-01T00:00:00.000Z","Dec '25",287.5,[[0,"588.72 index (2023-01-03 = 100)",60.89,null],[1,"185.28 index (2023-01-03 = 100)",106.88,null]],null],["2025-12-03T00:00:00.000Z","Dec '25",287.97,[[0,"586.94 index (2023-01-03 = 100)",61.09,null],[1,"186.27 index (2023-01-03 = 100)",106.77,null]],null],["2025-12-05T00:00:00.000Z","Dec '25",288.44,[[1,"186.76 index (2023-01-03 = 100)",106.71,null]],null],["2025-12-08T00:00:00.000Z","Dec '25",289.13,[[0,"607.07 index (2023-01-03 = 100)",58.79,null]],null],["2025-12-09T00:00:00.000Z","Dec '25",289.37,[[1,"186.04 index (2023-01-03 = 100)",106.79,null]],null],["2025-12-10T00:00:00.000Z","Dec '25",289.6,[[0,"610.43 index (2023-01-03 = 100)",58.41,null]],null],["2025-12-11T00:00:00.000Z","Dec '25",289.83,[[0,"603.12 index (2023-01-03 = 100)",59.24,null],[1,"187.71 index (2023-01-03 = 100)",106.6,null]],null],["2025-12-12T00:00:00.000Z","Dec '25",290.07,[[0,"569.96 index (2023-01-03 = 100)",63.02,null],[1,"185.69 index (2023-01-03 = 100)",106.83,null]],null],["2025-12-17T00:00:00.000Z","Dec '25",291.23,[[0,"543.03 index (2023-01-03 = 100)",66.09,null],[1,"182.87 index (2023-01-03 = 100)",107.15,null]],null],["2025-12-19T00:00:00.000Z","Dec '25",291.7,[[0,"571.51 index (2023-01-03 = 100)",62.85,null],[1,"185.92 index (2023-01-03 = 100)",106.81,null]],null],["2025-12-23T00:00:00.000Z","Dec '25",292.63,[[0,"589.45 index (2023-01-03 = 100)",60.8,null],[1,"187.93 index (2023-01-03 = 100)",106.58,null]],null],["2025-12-26T00:00:00.000Z","Dec '25",293.33,[[0,"594.12 index (2023-01-03 = 100)",60.27,null],[1,"188.57 index (2023-01-03 = 100)",106.5,null]],null],["2025-12-30T00:00:00.000Z","Dec '25",294.26,[[0,"588.25 index (2023-01-03 = 100)",60.94,null],[1,"187.67 index (2023-01-03 = 100)",106.61,null]],null],["2025-12-31T00:00:00.000Z","Dec '25",294.49,[[0,"585.9 index (2023-01-03 = 100)",61.21,null],[1,"186.28 index (2023-01-03 = 100)",106.76,null]],null],["2026-01-02T00:00:00.000Z","Jan '26",294.96,[[0,"596.2 index (2023-01-03 = 100)",60.03,null],[1,"186.62 index (2023-01-03 = 100)",106.72,null]],null],["2026-01-06T00:00:00.000Z","Jan '26",295.89,[[1,"188.98 index (2023-01-03 = 100)",106.46,null]],null],["2026-01-07T00:00:00.000Z","Jan '26",296.12,[[0,"591.44 index (2023-01-03 = 100)",60.58,null]],null],["2026-01-08T00:00:00.000Z","Jan '26",296.35,[[0,"579.27 index (2023-01-03 = 100)",61.96,null],[1,"188.36 index (2023-01-03 = 100)",106.53,null]],null],["2026-01-12T00:00:00.000Z","Jan '26",297.28,[[1,"189.9 index (2023-01-03 = 100)",106.35,null]],null],["2026-01-13T00:00:00.000Z","Jan '26",297.52,[[0,"596.9 index (2023-01-03 = 100)",59.95,null]],null],["2026-01-14T00:00:00.000Z","Jan '26",297.75,[[0,"586.3 index (2023-01-03 = 100)",61.16,null],[1,"188.59 index (2023-01-03 = 100)",106.5,null]],null],["2026-01-16T00:00:00.000Z","Jan '26",298.21,[[0,"602.03 index (2023-01-03 = 100)",59.37,null],[1,"188.94 index (2023-01-03 = 100)",106.46,null]],null],["2026-01-20T00:00:00.000Z","Jan '26",299.15,[[0,"578.65 index (2023-01-03 = 100)",62.03,null],[1,"185.1 index (2023-01-03 = 100)",106.9,null]],null],["2026-01-22T00:00:00.000Z","Jan '26",299.61,[[1,"188.21 index (2023-01-03 = 100)",106.54,null]],null],["2026-01-23T00:00:00.000Z","Jan '26",299.84,[[0,"599.17 index (2023-01-03 = 100)",59.7,null]],null],["2026-01-26T00:00:00.000Z","Jan '26",300.54,[[0,"596.45 index (2023-01-03 = 100)",60.01,null]],null],["2026-01-27T00:00:00.000Z","Jan '26",300.78,[[1,"189.99 index (2023-01-03 = 100)",106.34,null]],null],["2026-01-28T00:00:00.000Z","Jan '26",301.01,[[0,"610.81 index (2023-01-03 = 100)",58.37,null]],null],["2026-01-29T00:00:00.000Z","Jan '26",301.24,[[1,"189.59 index (2023-01-03 = 100)",106.39,null]],null],["2026-02-02T00:00:00.000Z","Feb '26",302.17,[[0,"594.47 index (2023-01-03 = 100)",60.23,null],[1,"189.97 index (2023-01-03 = 100)",106.34,null]],null],["2026-02-04T00:00:00.000Z","Feb '26",302.64,[[0,"550.19 index (2023-01-03 = 100)",65.28,null],[1,"187.45 index (2023-01-03 = 100)",106.63,null]],null],["2026-02-05T00:00:00.000Z","Feb '26",302.87,[[0,"545.14 index (2023-01-03 = 100)",65.85,null],[1,"185.11 index (2023-01-03 = 100)",106.9,null]],null],["2026-02-06T00:00:00.000Z","Feb '26",303.1,[[0,"583.28 index (2023-01-03 = 100)",61.51,null],[1,"188.66 index (2023-01-03 = 100)",106.49,null]],null],["2026-02-11T00:00:00.000Z","Feb '26",304.27,[[0,"602.51 index (2023-01-03 = 100)",59.31,null],[1,"189.02 index (2023-01-03 = 100)",106.45,null]],null],["2026-02-12T00:00:00.000Z","Feb '26",304.5,[[1,"186.1 index (2023-01-03 = 100)",106.78,null]],null],["2026-02-13T00:00:00.000Z","Feb '26",304.73,[[0,"581.34 index (2023-01-03 = 100)",61.73,null]],null],["2026-02-17T00:00:00.000Z","Feb '26",305.67,[[0,"584.83 index (2023-01-03 = 100)",61.33,null],[1,"186.54 index (2023-01-03 = 100)",106.73,null]],null],["2026-02-20T00:00:00.000Z","Feb '26",306.36,[[0,"592.64 index (2023-01-03 = 100)",60.44,null],[1,"188.33 index (2023-01-03 = 100)",106.53,null]],null],["2026-02-23T00:00:00.000Z","Feb '26",307.06,[[0,"591.84 index (2023-01-03 = 100)",60.53,null],[1,"186.41 index (2023-01-03 = 100)",106.75,null]],null],["2026-02-25T00:00:00.000Z","Feb '26",307.53,[[0,"609.04 index (2023-01-03 = 100)",58.57,null],[1,"189.35 index (2023-01-03 = 100)",106.41,null]],null],["2026-02-27T00:00:00.000Z","Feb '26",307.99,[[0,"570.8 index (2023-01-03 = 100)",62.93,null],[1,"187.39 index (2023-01-03 = 100)",106.64,null]],null],["2026-03-03T00:00:00.000Z","Mar '26",308.93,[[0,"564.64 index (2023-01-03 = 100)",63.63,null],[1,"185.85 index (2023-01-03 = 100)",106.81,null]],null],["2026-03-04T00:00:00.000Z","Mar '26",309.16,[[1,"187.16 index (2023-01-03 = 100)",106.66,null]],null],["2026-03-05T00:00:00.000Z","Mar '26",309.39,[[0,"579.83 index (2023-01-03 = 100)",61.9,null]],null],["2026-03-06T00:00:00.000Z","Mar '26",309.62,[[0,"564.67 index (2023-01-03 = 100)",63.63,null],[1,"183.68 index (2023-01-03 = 100)",107.06,null]],null],["2026-03-11T00:00:00.000Z","Mar '26",310.79,[[0,"588.32 index (2023-01-03 = 100)",60.93,null],[1,"184.75 index (2023-01-03 = 100)",106.94,null]],null],["2026-03-12T00:00:00.000Z","Mar '26",311.02,[[0,"574.63 index (2023-01-03 = 100)",62.49,null],[1,"181.95 index (2023-01-03 = 100)",107.26,null]],null],["2026-03-13T00:00:00.000Z","Mar '26",311.25,[[0,"563.92 index (2023-01-03 = 100)",63.71,null],[1,"180.92 index (2023-01-03 = 100)",107.38,null]],null],["2026-03-17T00:00:00.000Z","Mar '26",312.19,[[0,"569.64 index (2023-01-03 = 100)",63.06,null],[1,"183.24 index (2023-01-03 = 100)",107.11,null]],null],["2026-03-20T00:00:00.000Z","Mar '26",312.88,[[0,"547.97 index (2023-01-03 = 100)",65.53,null],[1,"177.66 index (2023-01-03 = 100)",107.75,null]],null],["2026-03-23T00:00:00.000Z","Mar '26",313.58,[[0,"560 index (2023-01-03 = 100)",64.16,null],[1,"179.52 index (2023-01-03 = 100)",107.53,null]],null],["2026-03-25T00:00:00.000Z","Mar '26",314.05,[[0,"569.96 index (2023-01-03 = 100)",63.02,null],[1,"179.92 index (2023-01-03 = 100)",107.49,null]],null],["2026-03-27T00:00:00.000Z","Mar '26",314.51,[[1,"173.69 index (2023-01-03 = 100)",108.2,null]],null],["2026-03-30T00:00:00.000Z","Mar '26",315.21,[[0,"523.97 index (2023-01-03 = 100)",68.27,null]],null],["2026-03-31T00:00:00.000Z","Mar '26",315.44,[[0,"552.34 index (2023-01-03 = 100)",65.03,null],[1,"178.14 index (2023-01-03 = 100)",107.69,null]],null],["2026-04-01T00:00:00.000Z","Apr '26",315.68,[[1,"179.48 index (2023-01-03 = 100)",107.54,null]],null],["2026-04-02T00:00:00.000Z","Apr '26",315.91,[[0,"563.41 index (2023-01-03 = 100)",63.77,null]],null],["2026-04-06T00:00:00.000Z","Apr '26",316.84,[[0,"565.28 index (2023-01-03 = 100)",63.56,null]],null],["2026-04-07T00:00:00.000Z","Apr '26",317.07,[[1,"180.57 index (2023-01-03 = 100)",107.41,null]],null],["2026-04-08T00:00:00.000Z","Apr '26",317.31,[[0,"595.81 index (2023-01-03 = 100)",60.08,null],[1,"185.17 index (2023-01-03 = 100)",106.89,null]],null],["2026-04-13T00:00:00.000Z","Apr '26",318.47,[[0,"623.54 index (2023-01-03 = 100)",56.92,null],[1,"187.94 index (2023-01-03 = 100)",106.58,null]],null],["2026-04-15T00:00:00.000Z","Apr '26",318.94,[[0,"650.74 index (2023-01-03 = 100)",53.82,null],[1,"191.73 index (2023-01-03 = 100)",106.14,null]],null],["2026-04-16T00:00:00.000Z","Apr '26",319.17,[[0,"654.4 index (2023-01-03 = 100)",53.4,null],[1,"192.2 index (2023-01-03 = 100)",106.09,null]],null],["2026-04-17T00:00:00.000Z","Apr '26",319.4,[[1,"194.52 index (2023-01-03 = 100)",105.82,null]],null],["2026-04-20T00:00:00.000Z","Apr '26",320.1,[[0,"659.63 index (2023-01-03 = 100)",52.8,null]],null],["2026-04-21T00:00:00.000Z","Apr '26",320.33,[[0,"661.57 index (2023-01-03 = 100)",52.58,null],[1,"192.86 index (2023-01-03 = 100)",106.01,null]],null],["2026-04-24T00:00:00.000Z","Apr '26",321.03,[[0,"710.68 index (2023-01-03 = 100)",46.98,null],[1,"195.56 index (2023-01-03 = 100)",105.71,null]],null],["2026-04-27T00:00:00.000Z","Apr '26",321.73,[[0,"717.23 index (2023-01-03 = 100)",46.24,null]],null],["2026-04-28T00:00:00.000Z","Apr '26",321.96,[[1,"194.95 index (2023-01-03 = 100)",105.78,null]],null],["2026-04-30T00:00:00.000Z","Apr '26",322.43,[[0,"695.32 index (2023-01-03 = 100)",48.73,null],[1,"196.85 index (2023-01-03 = 100)",105.56,null]],null],["2026-05-04T00:00:00.000Z","May '26",323.36,[[0,"691.48 index (2023-01-03 = 100)",49.17,null],[1,"196.68 index (2023-01-03 = 100)",105.58,null]],null],["2026-05-05T00:00:00.000Z","May '26",323.59,[[0,"694.87 index (2023-01-03 = 100)",48.78,null],[1,"198.25 index (2023-01-03 = 100)",105.4,null]],null],["2026-05-06T00:00:00.000Z","May '26",323.83,[[0,"737.99 index (2023-01-03 = 100)",43.87,null],[1,"201.01 index (2023-01-03 = 100)",105.08,null]],null],["2026-05-08T00:00:00.000Z","May '26",324.29,[[0,"758.46 index (2023-01-03 = 100)",41.54,null],[1,"202.05 index (2023-01-03 = 100)",104.97,null]],null],["2026-05-12T00:00:00.000Z","May '26",325.22,[[0,"755.34 index (2023-01-03 = 100)",41.89,null],[1,"202.2 index (2023-01-03 = 100)",104.95,null]],null],["2026-05-14T00:00:00.000Z","May '26",325.69,[[0,"790.41 index (2023-01-03 = 100)",37.89,null],[1,"204.94 index (2023-01-03 = 100)",104.64,null]],null],["2026-05-19T00:00:00.000Z","May '26",326.85,[[0,"740.79 index (2023-01-03 = 100)",43.55,null],[1,"200.98 index (2023-01-03 = 100)",105.09,null]],null],["2026-05-20T00:00:00.000Z","May '26",327.09,[[0,"760.67 index (2023-01-03 = 100)",41.28,null],[1,"203.04 index (2023-01-03 = 100)",104.85,null]],null],["2026-05-22T00:00:00.000Z","May '26",327.55,[[0,"754.83 index (2023-01-03 = 100)",41.95,null],[1,"204.24 index (2023-01-03 = 100)",104.72,null]],null],["2026-05-27T00:00:00.000Z","May '26",328.72,[[0,"767.35 index (2023-01-03 = 100)",40.52,null],[1,"205.56 index (2023-01-03 = 100)",104.57,null]],null],["2026-05-28T00:00:00.000Z","May '26",328.95,[[0,"780.33 index (2023-01-03 = 100)",39.04,null]],null],["2026-05-29T00:00:00.000Z","May '26",329.18,[[1,"207.21 index (2023-01-03 = 100)",104.38,null]],null],["2026-06-02T00:00:00.000Z","Jun '26",330.11,[[0,"821.65 index (2023-01-03 = 100)",34.33,null],[1,"208.06 index (2023-01-03 = 100)",104.28,null]],null],["2026-06-03T00:00:00.000Z","Jun '26",330.35,[[0,"811.99 index (2023-01-03 = 100)",35.43,null]],null],["2026-06-04T00:00:00.000Z","Jun '26",330.58,[[1,"207.38 index (2023-01-03 = 100)",104.36,null]],null],["2026-06-05T00:00:00.000Z","Jun '26",330.81,[[0,"732.6 index (2023-01-03 = 100)",44.48,null],[1,"202.03 index (2023-01-03 = 100)",104.97,null]],null],["2026-06-09T00:00:00.000Z","Jun '26",331.74,[[0,"744.7 index (2023-01-03 = 100)",43.1,null],[1,"201.89 index (2023-01-03 = 100)",104.98,null]],null],["2026-06-10T00:00:00.000Z","Jun '26",331.98,[[0,"713.04 index (2023-01-03 = 100)",46.71,null],[1,"198.71 index (2023-01-03 = 100)",105.35,null]],null],["2026-06-15T00:00:00.000Z","Jun '26",333.14,[[0,"777.56 index (2023-01-03 = 100)",39.36,null],[1,"206.76 index (2023-01-03 = 100)",104.43,null]],null],["2026-06-16T00:00:00.000Z","Jun '26",333.37,[[0,"746.55 index (2023-01-03 = 100)",42.89,null]],null],["2026-06-17T00:00:00.000Z","Jun '26",333.61,[[1,"202.96 index (2023-01-03 = 100)",104.86,null]],null],["2026-06-18T00:00:00.000Z","Jun '26",333.84,[[0,"782.75 index (2023-01-03 = 100)",38.77,null]],null],["2026-06-22T00:00:00.000Z","Jun '26",334.77,[[1,"204.43 index (2023-01-03 = 100)",104.7,null]],null],["2026-06-23T00:00:00.000Z","Jun '26",335,[[0,"742.98 index (2023-01-03 = 100)",43.3,null],[1,"201.46 index (2023-01-03 = 100)",105.03,null]],null],["2026-06-25T00:00:00.000Z","Jun '26",335.47,[[0,"738.25 index (2023-01-03 = 100)",43.84,null],[1,"201.66 index (2023-01-03 = 100)",105.01,null]],null],["2026-06-26T00:00:00.000Z","Jun '26",335.7,[[0,"726.03 index (2023-01-03 = 100)",45.23,null],[1,"200.2 index (2023-01-03 = 100)",105.18,null]],null],["2026-06-30T00:00:00.000Z","Jun '26",336.63,[[0,"772.86 index (2023-01-03 = 100)",39.89,null],[1,"205.08 index (2023-01-03 = 100)",104.62,null]],null],["2026-07-02T00:00:00.000Z","Jul '26",337.1,[[0,"728.37 index (2023-01-03 = 100)",44.97,null]],null],["2026-07-06T00:00:00.000Z","Jul '26",338.03,[[1,"206.32 index (2023-01-03 = 100)",104.48,null]],null],["2026-07-07T00:00:00.000Z","Jul '26",338.26,[[0,"734.1 index (2023-01-03 = 100)",44.31,null]],null],["2026-07-08T00:00:00.000Z","Jul '26",338.5,[[1,"204.7 index (2023-01-03 = 100)",104.66,null]],null],["2026-07-10T00:00:00.000Z","Jul '26",338.96,[[0,"777.98 index (2023-01-03 = 100)",39.31,null],[1,"207.33 index (2023-01-03 = 100)",104.36,null]],null],["2026-07-13T00:00:00.000Z","Jul '26",339.66,[[0,"751.14 index (2023-01-03 = 100)",42.37,null],[1,"205.74 index (2023-01-03 = 100)",104.55,null]],null],["2026-07-15T00:00:00.000Z","Jul '26",340.13,[[0,"765.74 index (2023-01-03 = 100)",40.71,null],[1,"207.29 index (2023-01-03 = 100)",104.37,null]],null],["2026-07-17T00:00:00.000Z","Jul '26",340.59,[[0,"726.69 index (2023-01-03 = 100)",45.16,null],[1,"204.13 index (2023-01-03 = 100)",104.73,null]],null],["2026-07-20T00:00:00.000Z","Jul '26",341.29,[[0,"734.41 index (2023-01-03 = 100)",44.28,null]],null],["2026-07-21T00:00:00.000Z","Jul '26",341.52,[[1,"205.5 index (2023-01-03 = 100)",104.57,null]],null],["2026-07-22T00:00:00.000Z","Jul '26",341.76,[[0,"773.37 index (2023-01-03 = 100)",39.84,null]],null],["2026-07-23T00:00:00.000Z","Jul '26",341.99,[[1,"202.72 index (2023-01-03 = 100)",104.89,null]],null],["2026-07-27T00:00:00.000Z","Jul '26",342.92,[[0,"722.11 index (2023-01-03 = 100)",45.68,null],[1,"202.97 index (2023-01-03 = 100)",104.86,null]],null],["2026-07-29T00:00:00.000Z","Jul '26",343.39,[[0,"680.87 index (2023-01-03 = 100)",50.38,null],[1,"200.33 index (2023-01-03 = 100)",105.16,null]],null],["2026-07-30T00:00:00.000Z","Jul '26",343.62,[[0,"725.34 index (2023-01-03 = 100)",45.31,null],[1,"203.69 index (2023-01-03 = 100)",104.78,null]],null],["2026-08-03T00:00:00.000Z","Aug '26",344.55,[[0,"746.95 index (2023-01-03 = 100)",42.85,null],[1,"208.07 index (2023-01-03 = 100)",104.28,null]],null],["2026-08-04T00:00:00.000Z","Aug '26",344.78,[[0,"778.4 index (2023-01-03 = 100)",39.26,null],[1,"211.83 index (2023-01-03 = 100)",103.85,null]],null],["2026-08-06T00:00:00.000Z","Aug '26",345.25,[[1,"211.07 index (2023-01-03 = 100)",103.94,null]],null],["2026-08-07T00:00:00.000Z","Aug '26",345.48,[[0,"789.31 index (2023-01-03 = 100)",38.02,null]],null],["2026-08-10T00:00:00.000Z","Aug '26",346.18,[[0,"774.06 index (2023-01-03 = 100)",39.76,null]],null],["2026-08-11T00:00:00.000Z","Aug '26",346.41,[[1,"211.61 index (2023-01-03 = 100)",103.88,null]],null],["2026-08-13T00:00:00.000Z","Aug '26",346.88,[[0,"790.01 index (2023-01-03 = 100)",37.94,null],[1,"213.62 index (2023-01-03 = 100)",103.65,null]],null],["2026-08-17T00:00:00.000Z","Aug '26",347.81,[[0,"785.87 index (2023-01-03 = 100)",38.41,null],[1,"212.19 index (2023-01-03 = 100)",103.81,null]],null],["2026-08-18T00:00:00.000Z","Aug '26",348.04,[[0,"762.14 index (2023-01-03 = 100)",41.12,null],[1,"210.76 index (2023-01-03 = 100)",103.97,null]],null],["2026-08-19T00:00:00.000Z","Aug '26",348.27,[[0,"746.68 index (2023-01-03 = 100)",42.88,null]],null],["2026-08-20T00:00:00.000Z","Aug '26",348.51,[[1,"209.43 index (2023-01-03 = 100)",104.13,null]],null],["2026-08-21T00:00:00.000Z","Aug '26",348.74,[[1,"210.29 index (2023-01-03 = 100)",104.03,null]],null],["2026-08-24T00:00:00.000Z","Aug '26",349.44,[[0,"729.31 index (2023-01-03 = 100)",44.86,null]],null],["2026-08-26T00:00:00.000Z","Aug '26",349.9,[[0,"740.25 index (2023-01-03 = 100)",43.61,null],[1,"210.38 index (2023-01-03 = 100)",104.02,null]],null],["2026-08-27T00:00:00.000Z","Aug '26",350.14,[[0,"774.1 index (2023-01-03 = 100)",39.75,null],[1,"211.76 index (2023-01-03 = 100)",103.86,null]],null],["2026-09-01T00:00:00.000Z","Sep '26",351.3,[[0,"749.18 index (2023-01-03 = 100)",42.59,null],[1,"209.2 index (2023-01-03 = 100)",104.15,null]],null],["2026-09-03T00:00:00.000Z","Sep '26",351.77,[[0,"760.41 index (2023-01-03 = 100)",41.31,null],[1,"212.33 index (2023-01-03 = 100)",103.79,null]],null],["2026-09-04T00:00:00.000Z","Sep '26",352,[[0,"772.54 index (2023-01-03 = 100)",39.93,null],[1,"211.51 index (2023-01-03 = 100)",103.89,null]],null]]}Fixed AI infrastructure basket: 772.5 on Sep '26. SPY adjusted-close proxy: 211.5 on Sep '26
SOURCE: Yahoo Finance chart API, provider-adjusted daily closes

Web Ecosystem

How AI crawlers and agents interact with publishers and the open web.

Open Web

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AI Crawler Blocking in Top Websites

AI Crawler Blocking in Top Websites

  • GPTBot
  • ClaudeBot
  • CCBot
  • PerplexityBot
  • Google-Extended
  • Bytespider
  • Observed cohort coverage
For 2026-09-08, Observed cohort coverage was blocked by 52.4% of sites with an observed robots.txt; consult the coverage line before comparing periods.60%40%20%0%Jan '24Jan '25Jul '26{"f":[360,150,40,8],"s":[["GPTBot","#10A37F"],["ClaudeBot","#D97757"],["CCBot","#7C3AED"],["PerplexityBot","#0EA5A4"],["Google-Extended","#4285F4"],["Bytespider","#E45756"],["Observed cohort coverage","#64748B"]],"p":[["2023-08-01T00:00:00.000Z","Aug '23",40,[[0,"4.83%",118.82,null],[1,"4.83%",118.82,null],[2,"5.46%",117.62,null],[3,"4.83%",118.82,null],[4,"4.83%",118.82,null],[5,"4.62%",119.22,null],[6,"47.6%",37.56,null]],null],["2023-11-01T00:00:00.000Z","Nov '23",65.31,[[0,"20.79%",88.5,null],[1,"4.99%",118.52,null],[2,"11.64%",105.88,null],[3,"4.99%",118.52,null],[4,"8.73%",111.41,null],[5,"5.2%",118.12,null],[6,"48.1%",36.61,null]],null],["2024-02-01T00:00:00.000Z","Feb '24",90.62,[[0,"22.09%",86.03,null],[1,"5.02%",118.46,null],[2,"14.06%",101.29,null],[3,"5.02%",118.46,null],[4,"12.05%",105.11,null],[5,"5.42%",117.7,null],[6,"49.8%",33.38,null]],null],["2024-05-01T00:00:00.000Z","May '24",115.39,[[0,"22.22%",85.78,null],[1,"7.34%",114.05,null],[2,"15.87%",97.84,null],[3,"7.74%",113.3,null],[4,"12.9%",103.5,null],[5,"7.74%",113.3,null],[6,"50.4%",32.24,null]],null],["2024-08-01T00:00:00.000Z","Aug '24",140.7,[[0,"21.93%",86.33,null],[1,"10.87%",107.36,null],[2,"18.51%",92.83,null],[3,"9.46%",110.03,null],[4,"15.09%",99.33,null],[5,"11.07%",106.97,null],[6,"49.7%",33.57,null]],null],["2024-11-01T00:00:00.000Z","Nov '24",166.01,[[0,"22.04%",86.12,null],[1,"14.03%",101.35,null],[2,"20.44%",89.16,null],[3,"11.42%",106.3,null],[4,"16.83%",96.02,null],[5,"13.03%",103.25,null],[6,"49.9%",33.19,null]],null],["2025-02-01T00:00:00.000Z","Feb '25",191.32,[[0,"22.93%",84.43,null],[1,"16.12%",97.38,null],[2,"22.52%",85.21,null],[3,"14.67%",100.13,null],[4,"17.77%",94.24,null],[5,"14.88%",99.74,null],[6,"48.4%",36.04,null]],null],["2025-05-01T00:00:00.000Z","May '25",215.81,[[0,"24.29%",81.85,null],[1,"17.94%",93.91,null],[2,"24.07%",82.27,null],[3,"14.88%",99.73,null],[4,"19.69%",90.58,null],[5,"16.63%",96.4,null],[6,"45.7%",41.17,null]],null],["2025-08-01T00:00:00.000Z","Aug '25",241.12,[[0,"22.57%",85.11,null],[1,"19.21%",91.5,null],[2,"22.97%",84.36,null],[3,"15.05%",99.41,null],[4,"20.59%",88.87,null],[5,"16.24%",97.15,null],[6,"50.5%",32.05,null]],null],["2025-11-01T00:00:00.000Z","Nov '25",266.43,[[0,"23.33%",83.67,null],[1,"21.25%",87.63,null],[2,"24.79%",80.9,null],[3,"16.88%",95.94,null],[4,"21.46%",87.23,null],[5,"20.63%",88.81,null],[6,"48%",36.8,null]],null],["2026-02-01T00:00:00.000Z","Feb '26",291.75,[[0,"22.95%",84.39,null],[1,"22.34%",85.56,null],[2,"25.2%",80.11,null],[3,"17.42%",94.91,null],[4,"21.31%",87.51,null],[5,"20.49%",89.07,null],[6,"48.8%",35.28,null]],null],["2026-05-01T00:00:00.000Z","May '26",316.23,[[6,"10.8%",107.48,null]],null],["2026-08-01T00:00:00.000Z","Aug '26",341.54,[[6,"13.4%",102.54,null]],null],["2026-08-27T00:00:00.000Z","Aug '26",348.7,[[0,"21.68%",86.8,null],[1,"22.43%",85.38,null],[2,"25.23%",80.06,null],[3,"17.76%",94.26,null],[4,"20%",90,null],[5,"24.3%",81.83,null],[6,"53.5%",26.35,null]],null],["2026-09-07T00:00:00.000Z","Sep '26",351.72,[[0,"21.63%",86.9,null],[1,"21.63%",86.9,null],[2,"24.67%",81.13,null],[3,"17.84%",94.11,null],[4,"19.73%",90.5,null],[5,"23.91%",82.57,null],[6,"52.7%",27.87,null]],null],["2026-09-08T00:00:00.000Z","Sep '26",352,[[0,"21.95%",86.3,null],[1,"21.95%",86.3,null],[2,"25%",80.5,null],[3,"18.13%",93.55,null],[4,"20.04%",89.93,null],[5,"24.24%",81.95,null],[6,"52.4%",28.44,null]],null]]}GPTBot: 21.9% on Sep '26. ClaudeBot: 21.9% on Sep '26. CCBot: 25% on Sep '26. PerplexityBot: 18.1% on Sep '26. Google-Extended: 20% on Sep '26. Bytespider: 24.2% on Sep '26. Observed cohort coverage: 52.4% on Sep '26
SOURCE: Internet Archive Wayback CDX and fixed Tranco 46W9X cohort

AI Crawler Traffic Share by Operator

AI Crawler Traffic Share by Operator

  • Meta
  • Anthropic
  • OpenAI
  • Amazon
  • Huawei
  • Google
  • Other
As of the week beginning 2026-08-31, Meta had the largest Cloudflare-observed AI-crawler request share at 35.6%.80%60%40%20%0%Jan '25Jul '25Jan '26Jul '26{"f":[360,150,40,8],"s":[["Meta","#0668E1"],["Anthropic","#D97757"],["OpenAI","#10A37F"],["Amazon","#FF9900"],["Huawei","#CF0A2C"],["Google","#4285F4"],["Other","#64748B"]],"p":[["2024-08-26T00:00:00.000Z","Aug '24",40,[[0,"0%",128,null],[1,"0%",128,null],[2,"32.96%",81.03,null],[3,"38.49%",73.15,null],[4,"7.36%",117.52,null],[5,"20.8%",98.37,null],[6,"0.4%",127.43,null]],null],["2024-09-02T00:00:00.000Z","Sep '24",42.97,[[0,"0%",128,null],[1,"0%",128,null],[2,"29.81%",85.51,null],[3,"39.54%",71.65,null],[4,"8.15%",116.38,null],[5,"22.07%",96.55,null],[6,"0.42%",127.4,null]],null],["2024-09-09T00:00:00.000Z","Sep '24",45.94,[[0,"0%",128,null],[1,"0%",128,null],[2,"22.96%",95.29,null],[3,"45.72%",62.85,null],[4,"7.88%",116.77,null],[5,"23.02%",95.2,null],[6,"0.43%",127.39,null]],null],["2024-09-16T00:00:00.000Z","Sep '24",48.91,[[0,"0%",128,null],[1,"0%",128,null],[2,"28.74%",87.05,null],[3,"35.19%",77.85,null],[4,"9.29%",114.77,null],[5,"26.25%",90.59,null],[6,"0.53%",127.24,null]],null],["2024-09-23T00:00:00.000Z","Sep '24",51.89,[[0,"0%",128,null],[1,"0%",128,null],[2,"58.2%",45.06,null],[3,"3.4%",123.15,null],[4,"10.64%",112.84,null],[5,"27.06%",89.44,null],[6,"0.7%",127,null]],null],["2024-09-30T00:00:00.000Z","Sep '24",54.86,[[0,"0%",128,null],[1,"0%",128,null],[2,"64.14%",36.61,null],[3,"1.13%",126.38,null],[4,"10.11%",113.59,null],[5,"23.94%",93.89,null],[6,"0.67%",127.04,null]],null],["2024-10-07T00:00:00.000Z","Oct '24",57.83,[[0,"0%",128,null],[1,"0%",128,null],[2,"51.1%",55.18,null],[3,"16.52%",104.46,null],[4,"8.31%",116.15,null],[5,"23.46%",94.56,null],[6,"0.6%",127.14,null]],null],["2024-10-14T00:00:00.000Z","Oct '24",60.8,[[0,"0%",128,null],[1,"0%",128,null],[2,"41.62%",68.69,null],[3,"29.07%",86.58,null],[4,"6.5%",118.74,null],[5,"22.31%",96.21,null],[6,"0.5%",127.28,null]],null],["2024-10-21T00:00:00.000Z","Oct '24",63.77,[[0,"0%",128,null],[1,"0%",128,null],[2,"37.57%",74.46,null],[3,"31.83%",82.64,null],[4,"6.32%",118.99,null],[5,"23.79%",94.1,null],[6,"0.49%",127.31,null]],null],["2024-10-28T00:00:00.000Z","Oct '24",66.74,[[0,"0%",128,null],[1,"0%",128,null],[2,"37.73%",74.24,null],[3,"30.57%",84.44,null],[4,"5.29%",120.46,null],[5,"25.94%",91.03,null],[6,"0.47%",127.33,null]],null],["2024-11-04T00:00:00.000Z","Nov '24",69.71,[[0,"0%",128,null],[1,"0%",128,null],[2,"14.73%",107.01,null],[3,"39.88%",71.17,null],[4,"6.78%",118.34,null],[5,"37.92%",73.96,null],[6,"0.69%",127.01,null]],null],["2024-11-11T00:00:00.000Z","Nov '24",72.69,[[0,"0%",128,null],[1,"0%",128,null],[2,"11.3%",111.9,null],[3,"44.53%",64.55,null],[4,"7.55%",117.24,null],[5,"35.93%",76.8,null],[6,"0.7%",127.01,null]],null],["2024-11-18T00:00:00.000Z","Nov '24",75.66,[[0,"0%",128,null],[1,"0%",128,null],[2,"21.15%",97.86,null],[3,"40.07%",70.91,null],[4,"5.19%",120.6,null],[5,"32.98%",81,null],[6,"0.61%",127.13,null]],null],["2024-11-25T00:00:00.000Z","Nov '24",78.63,[[0,"0%",128,null],[1,"0%",128,null],[2,"29.23%",86.34,null],[3,"36.04%",76.64,null],[4,"5.17%",120.63,null],[5,"29.43%",86.06,null],[6,"0.12%",127.83,null]],null],["2024-12-02T00:00:00.000Z","Dec '24",81.6,[[0,"0%",128,null],[1,"0%",128,null],[2,"35.63%",77.22,null],[3,"30.51%",84.52,null],[4,"4.97%",120.92,null],[5,"28.8%",86.96,null],[6,"0.08%",127.88,null]],null],["2024-12-09T00:00:00.000Z","Dec '24",84.57,[[0,"0%",128,null],[1,"0%",128,null],[2,"29.84%",85.48,null],[3,"40.77%",69.91,null],[4,"7.93%",116.71,null],[5,"21.34%",97.6,null],[6,"0.13%",127.81,null]],null],["2024-12-16T00:00:00.000Z","Dec '24",87.54,[[0,"0%",128,null],[1,"0%",128,null],[2,"28.67%",87.15,null],[3,"57.55%",45.99,null],[4,"10.86%",112.52,null],[5,"2.71%",124.14,null],[6,"0.21%",127.7,null]],null],["2024-12-23T00:00:00.000Z","Dec '24",90.51,[[0,"0%",128,null],[1,"0%",128,null],[2,"48.28%",59.2,null],[3,"42.41%",67.56,null],[4,"6.52%",118.71,null],[5,"2.66%",124.21,null],[6,"0.13%",127.82,null]],null],["2024-12-30T00:00:00.000Z","Dec '24",93.49,[[0,"0%",128,null],[1,"0%",128,null],[2,"53.71%",51.46,null],[3,"38.34%",73.36,null],[4,"4.98%",120.91,null],[5,"2.85%",123.94,null],[6,"0.12%",127.83,null]],null],["2025-01-06T00:00:00.000Z","Jan '25",96.46,[[0,"0%",128,null],[1,"0%",128,null],[2,"48.81%",58.44,null],[3,"35.73%",77.08,null],[4,"6.51%",118.72,null],[5,"8.81%",115.44,null],[6,"0.13%",127.81,null]],null],["2025-01-13T00:00:00.000Z","Jan '25",99.43,[[0,"0%",128,null],[1,"0%",128,null],[2,"43.51%",66,null],[3,"37.56%",74.47,null],[4,"7.42%",117.43,null],[5,"11.37%",111.8,null],[6,"0.14%",127.8,null]],null],["2025-01-20T00:00:00.000Z","Jan '25",102.4,[[0,"0%",128,null],[1,"0%",128,null],[2,"40.55%",70.22,null],[3,"39.26%",72.06,null],[4,"6.85%",118.24,null],[5,"13.23%",109.15,null],[6,"0.11%",127.84,null]],null],["2025-01-27T00:00:00.000Z","Jan '25",105.37,[[0,"0%",128,null],[1,"0%",128,null],[2,"31.35%",83.32,null],[3,"44.23%",64.97,null],[4,"8.47%",115.93,null],[5,"15.81%",105.46,null],[6,"0.13%",127.82,null]],null],["2025-02-03T00:00:00.000Z","Feb '25",108.34,[[0,"0%",128,null],[1,"0%",128,null],[2,"48.32%",59.15,null],[3,"29.69%",85.69,null],[4,"5.89%",119.6,null],[5,"15.99%",105.21,null],[6,"0.11%",127.85,null]],null],["2025-02-10T00:00:00.000Z","Feb '25",111.31,[[0,"0%",128,null],[1,"0%",128,null],[2,"53.65%",51.55,null],[3,"27.41%",88.93,null],[4,"6.3%",119.02,null],[5,"12.56%",110.11,null],[6,"0.08%",127.89,null]],null],["2025-02-17T00:00:00.000Z","Feb '25",114.29,[[0,"0%",128,null],[1,"0%",128,null],[2,"43.34%",66.24,null],[3,"31.29%",83.41,null],[4,"7.18%",117.77,null],[5,"18.09%",102.23,null],[6,"0.11%",127.85,null]],null],["2025-02-24T00:00:00.000Z","Feb '25",117.26,[[0,"10.74%",112.7,null],[1,"0%",128,null],[2,"45.27%",63.49,null],[3,"23.83%",94.04,null],[4,"5.03%",120.83,null],[5,"15.06%",106.53,null],[6,"0.07%",127.91,null]],null],["2025-03-03T00:00:00.000Z","Mar '25",120.23,[[0,"19.23%",100.6,null],[1,"0%",128,null],[2,"40.6%",70.15,null],[3,"18.67%",101.39,null],[4,"4.99%",120.89,null],[5,"16.46%",104.54,null],[6,"0.05%",127.92,null]],null],["2025-03-10T00:00:00.000Z","Mar '25",123.2,[[0,"19.9%",99.64,null],[1,"0%",128,null],[2,"36.11%",76.54,null],[3,"15.14%",106.42,null],[4,"6.03%",119.41,null],[5,"22.76%",95.57,null],[6,"0.06%",127.92,null]],null],["2025-03-17T00:00:00.000Z","Mar '25",126.17,[[0,"22.06%",96.57,null],[1,"0%",128,null],[2,"31.93%",82.5,null],[3,"11.88%",111.07,null],[4,"7.6%",117.17,null],[5,"26.47%",90.28,null],[6,"0.06%",127.91,null]],null],["2025-03-24T00:00:00.000Z","Mar '25",129.14,[[0,"22.87%",95.42,null],[1,"0%",128,null],[2,"35.28%",77.73,null],[3,"10.72%",112.72,null],[4,"6.64%",118.54,null],[5,"24.44%",93.17,null],[6,"0.05%",127.93,null]],null],["2025-03-31T00:00:00.000Z","Mar '25",132.11,[[0,"23.35%",94.73,null],[1,"0%",128,null],[2,"32.67%",81.45,null],[3,"13.05%",109.41,null],[4,"5.89%",119.61,null],[5,"24.98%",92.4,null],[6,"0.07%",127.9,null]],null],["2025-04-07T00:00:00.000Z","Apr '25",135.09,[[0,"26.96%",89.58,null],[1,"0%",128,null],[2,"23.82%",94.05,null],[3,"13.81%",108.32,null],[4,"8.29%",116.19,null],[5,"27.05%",89.46,null],[6,"0.07%",127.9,null]],null],["2025-04-14T00:00:00.000Z","Apr '25",138.06,[[0,"24.89%",92.53,null],[1,"0%",128,null],[2,"28.79%",86.98,null],[3,"13.94%",108.13,null],[4,"7.66%",117.09,null],[5,"24.66%",92.86,null],[6,"0.06%",127.91,null]],null],["2025-04-21T00:00:00.000Z","Apr '25",141.03,[[0,"20.62%",98.62,null],[1,"0%",128,null],[2,"38.91%",72.55,null],[3,"12.38%",110.36,null],[4,"6.19%",119.17,null],[5,"21.85%",96.86,null],[6,"0.05%",127.93,null]],null],["2025-04-28T00:00:00.000Z","Apr '25",144,[[0,"26.58%",90.12,null],[1,"0%",128,null],[2,"20.23%",99.17,null],[3,"17.11%",103.61,null],[4,"7.62%",117.14,null],[5,"28.38%",87.55,null],[6,"0.07%",127.9,null]],null],["2025-05-05T00:00:00.000Z","May '25",146.97,[[0,"29.88%",85.42,null],[1,"0%",128,null],[2,"19.76%",99.84,null],[3,"17.4%",103.2,null],[4,"9.03%",115.13,null],[5,"23.83%",94.04,null],[6,"0.09%",127.87,null]],null],["2025-05-12T00:00:00.000Z","May '25",149.94,[[0,"24.69%",92.82,null],[1,"0%",128,null],[2,"35.46%",77.47,null],[3,"13.7%",108.47,null],[4,"7.8%",116.89,null],[5,"18.26%",101.98,null],[6,"0.09%",127.87,null]],null],["2025-05-19T00:00:00.000Z","May '25",152.91,[[0,"19.14%",100.72,null],[1,"0%",128,null],[2,"53.79%",51.36,null],[3,"12.94%",109.57,null],[4,"7%",118.03,null],[5,"7.03%",117.98,null],[6,"0.11%",127.85,null]],null],["2025-05-26T00:00:00.000Z","May '25",155.89,[[0,"22.31%",96.21,null],[1,"0%",128,null],[2,"46.11%",62.3,null],[3,"12.61%",110.03,null],[4,"7.03%",117.99,null],[5,"11.85%",111.11,null],[6,"0.09%",127.87,null]],null],["2025-06-02T00:00:00.000Z","Jun '25",158.86,[[0,"17.87%",102.54,null],[1,"0%",128,null],[2,"48.59%",58.75,null],[3,"11.97%",110.94,null],[4,"6.06%",119.36,null],[5,"15.44%",106,null],[6,"0.06%",127.91,null]],null],["2025-06-09T00:00:00.000Z","Jun '25",161.83,[[0,"14.99%",106.64,null],[1,"0%",128,null],[2,"49.9%",56.89,null],[3,"12.54%",110.13,null],[4,"7.78%",116.91,null],[5,"14.73%",107.01,null],[6,"0.06%",127.91,null]],null],["2025-06-16T00:00:00.000Z","Jun '25",164.8,[[0,"20.41%",98.92,null],[1,"0%",128,null],[2,"49.91%",56.88,null],[3,"12.66%",109.96,null],[4,"7.67%",117.07,null],[5,"9.27%",114.79,null],[6,"0.08%",127.88,null]],null],["2025-06-23T00:00:00.000Z","Jun '25",167.77,[[0,"22%",96.65,null],[1,"0%",128,null],[2,"48.06%",59.51,null],[3,"14.86%",106.82,null],[4,"8.2%",116.32,null],[5,"6.82%",118.28,null],[6,"0.05%",127.93,null]],null],["2025-06-30T00:00:00.000Z","Jun '25",170.74,[[0,"21.72%",97.05,null],[1,"0%",128,null],[2,"46.03%",62.41,null],[3,"15.27%",106.25,null],[4,"8.03%",116.55,null],[5,"8.89%",115.34,null],[6,"0.06%",127.91,null]],null],["2025-07-07T00:00:00.000Z","Jul '25",173.71,[[0,"22.86%",95.43,null],[1,"0%",128,null],[2,"38.87%",72.61,null],[3,"18.03%",102.31,null],[4,"8.9%",115.31,null],[5,"11.28%",111.93,null],[6,"0.07%",127.9,null]],null],["2025-07-14T00:00:00.000Z","Jul '25",176.69,[[0,"26.05%",90.88,null],[1,"0%",128,null],[2,"36.84%",75.5,null],[3,"20.17%",99.26,null],[4,"10.23%",113.42,null],[5,"6.62%",118.57,null],[6,"0.1%",127.86,null]],null],["2025-07-21T00:00:00.000Z","Jul '25",179.66,[[0,"27.82%",88.35,null],[1,"0%",128,null],[2,"30.07%",85.15,null],[3,"23.38%",94.68,null],[4,"10.66%",112.8,null],[5,"7.95%",116.68,null],[6,"0.12%",127.83,null]],null],["2025-07-28T00:00:00.000Z","Jul '25",182.63,[[0,"25.11%",92.22,null],[1,"0%",128,null],[2,"32.15%",82.18,null],[3,"22.68%",95.68,null],[4,"10.77%",112.66,null],[5,"9.23%",114.85,null],[6,"0.07%",127.9,null]],null],["2025-08-04T00:00:00.000Z","Aug '25",185.6,[[0,"21.14%",97.88,null],[1,"0%",128,null],[2,"34.06%",79.47,null],[3,"23.24%",94.88,null],[4,"10.91%",112.45,null],[5,"10.59%",112.91,null],[6,"0.07%",127.91,null]],null],["2025-08-11T00:00:00.000Z","Aug '25",188.57,[[0,"20.38%",98.95,null],[1,"0%",128,null],[2,"37%",75.27,null],[3,"22.74%",95.6,null],[4,"10.46%",113.1,null],[5,"9.35%",114.67,null],[6,"0.07%",127.9,null]],null],["2025-08-18T00:00:00.000Z","Aug '25",191.54,[[0,"21.74%",97.03,null],[1,"0%",128,null],[2,"40.16%",70.77,null],[3,"21.02%",98.05,null],[4,"9.97%",113.79,null],[5,"7.04%",117.96,null],[6,"0.07%",127.9,null]],null],["2025-08-25T00:00:00.000Z","Aug '25",194.51,[[0,"27.57%",88.72,null],[1,"0%",128,null],[2,"34.02%",79.52,null],[3,"19.42%",100.33,null],[4,"7.65%",117.09,null],[5,"11.27%",111.94,null],[6,"0.07%",127.9,null]],null],["2025-09-01T00:00:00.000Z","Sep '25",197.49,[[0,"27.73%",88.49,null],[1,"0%",128,null],[2,"28.88%",86.85,null],[3,"18.67%",101.4,null],[4,"10.34%",113.26,null],[5,"14.33%",107.58,null],[6,"0.06%",127.92,null]],null],["2025-09-08T00:00:00.000Z","Sep '25",200.46,[[0,"23.06%",95.14,null],[1,"0%",128,null],[2,"38.82%",72.69,null],[3,"17.16%",103.55,null],[4,"10.02%",113.72,null],[5,"10.89%",112.48,null],[6,"0.06%",127.92,null]],null],["2025-09-15T00:00:00.000Z","Sep '25",203.43,[[0,"24.86%",92.58,null],[1,"0%",128,null],[2,"34.82%",78.39,null],[3,"17.57%",102.96,null],[4,"10.52%",113,null],[5,"12.16%",110.67,null],[6,"0.07%",127.9,null]],null],["2025-09-22T00:00:00.000Z","Sep '25",206.4,[[0,"26.17%",90.71,null],[1,"0%",128,null],[2,"29.09%",86.55,null],[3,"19.58%",100.1,null],[4,"12.05%",110.83,null],[5,"13.04%",109.42,null],[6,"0.07%",127.9,null]],null],["2025-09-29T00:00:00.000Z","Sep '25",209.37,[[0,"25.85%",91.16,null],[1,"0%",128,null],[2,"34.8%",78.41,null],[3,"17.91%",102.48,null],[4,"10.17%",113.51,null],[5,"11.2%",112.04,null],[6,"0.07%",127.9,null]],null],["2025-10-06T00:00:00.000Z","Oct '25",212.34,[[0,"26.57%",90.14,null],[1,"0%",128,null],[2,"34.69%",78.56,null],[3,"17.92%",102.47,null],[4,"10.59%",112.91,null],[5,"10.17%",113.51,null],[6,"0.07%",127.9,null]],null],["2025-10-13T00:00:00.000Z","Oct '25",215.31,[[0,"24.01%",93.79,null],[1,"0%",128,null],[2,"34.05%",79.47,null],[3,"15.64%",105.71,null],[4,"10.23%",113.42,null],[5,"16%",105.2,null],[6,"0.07%",127.9,null]],null],["2025-10-20T00:00:00.000Z","Oct '25",218.29,[[0,"24.49%",93.1,null],[1,"0%",128,null],[2,"38.3%",73.43,null],[3,"16.69%",104.22,null],[4,"11.66%",111.39,null],[5,"8.77%",115.5,null],[6,"0.09%",127.88,null]],null],["2025-10-27T00:00:00.000Z","Oct '25",221.26,[[0,"25.31%",91.93,null],[1,"0%",128,null],[2,"36.8%",75.56,null],[3,"17.31%",103.33,null],[4,"10.74%",112.69,null],[5,"9.75%",114.1,null],[6,"0.08%",127.89,null]],null],["2025-11-03T00:00:00.000Z","Nov '25",224.23,[[0,"24.08%",93.69,null],[1,"0%",128,null],[2,"39.05%",72.35,null],[3,"15.45%",105.98,null],[4,"8.36%",116.09,null],[5,"13%",109.48,null],[6,"0.06%",127.91,null]],null],["2025-11-10T00:00:00.000Z","Nov '25",227.2,[[0,"26.09%",90.82,null],[1,"0%",128,null],[2,"34.41%",78.96,null],[3,"13.54%",108.7,null],[4,"7.74%",116.97,null],[5,"18.16%",102.13,null],[6,"0.06%",127.92,null]],null],["2025-11-17T00:00:00.000Z","Nov '25",230.17,[[0,"26.54%",90.17,null],[1,"0%",128,null],[2,"36.95%",75.34,null],[3,"11.83%",111.14,null],[4,"7.1%",117.88,null],[5,"17.52%",103.04,null],[6,"0.05%",127.92,null]],null],["2025-11-24T00:00:00.000Z","Nov '25",233.14,[[0,"30.5%",84.53,null],[1,"0%",128,null],[2,"32.66%",81.47,null],[3,"12.61%",110.04,null],[4,"8.02%",116.58,null],[5,"16.16%",104.97,null],[6,"0.06%",127.92,null]],null],["2025-12-01T00:00:00.000Z","Dec '25",236.11,[[0,"31.49%",83.12,null],[1,"0%",128,null],[2,"32.93%",81.07,null],[3,"14.35%",107.55,null],[4,"9.22%",114.86,null],[5,"11.93%",110.99,null],[6,"0.07%",127.91,null]],null],["2025-12-08T00:00:00.000Z","Dec '25",239.09,[[0,"26.17%",90.71,null],[1,"0%",128,null],[2,"38.19%",73.58,null],[3,"15.48%",105.94,null],[4,"10.69%",112.77,null],[5,"9.4%",114.6,null],[6,"0.07%",127.91,null]],null],["2025-12-15T00:00:00.000Z","Dec '25",242.06,[[0,"22.41%",96.07,null],[1,"0%",128,null],[2,"48.99%",58.19,null],[3,"13.34%",109,null],[4,"8.49%",115.91,null],[5,"6.72%",118.42,null],[6,"0.06%",127.91,null]],null],["2025-12-22T00:00:00.000Z","Dec '25",245.03,[[0,"29.65%",85.76,null],[1,"0%",128,null],[2,"40.42%",70.4,null],[3,"14.13%",107.87,null],[4,"8.95%",115.25,null],[5,"6.78%",118.34,null],[6,"0.07%",127.89,null]],null],["2025-12-29T00:00:00.000Z","Dec '25",248,[[0,"30.72%",84.22,null],[1,"0%",128,null],[2,"37.51%",74.54,null],[3,"14.98%",106.65,null],[4,"9.24%",114.83,null],[5,"7.45%",117.38,null],[6,"0.09%",127.87,null]],null],["2026-01-05T00:00:00.000Z","Jan '26",250.97,[[0,"28.67%",87.15,null],[1,"0%",128,null],[2,"38.07%",73.75,null],[3,"14.87%",106.81,null],[4,"9.08%",115.06,null],[5,"9.2%",114.88,null],[6,"0.11%",127.85,null]],null],["2026-01-12T00:00:00.000Z","Jan '26",253.94,[[0,"30.68%",84.29,null],[1,"0%",128,null],[2,"39.58%",71.6,null],[3,"15.12%",106.46,null],[4,"8.22%",116.28,null],[5,"6.31%",119.01,null],[6,"0.1%",127.86,null]],null],["2026-01-19T00:00:00.000Z","Jan '26",256.91,[[0,"31.44%",83.2,null],[1,"0%",128,null],[2,"37.63%",74.38,null],[3,"13.57%",108.66,null],[4,"8.49%",115.9,null],[5,"8.74%",115.54,null],[6,"0.13%",127.82,null]],null],["2026-01-26T00:00:00.000Z","Jan '26",259.89,[[0,"37.69%",74.3,null],[1,"0%",128,null],[2,"32.62%",81.51,null],[3,"13.08%",109.36,null],[4,"7.5%",117.32,null],[5,"9.01%",115.16,null],[6,"0.1%",127.85,null]],null],["2026-02-02T00:00:00.000Z","Feb '26",262.86,[[0,"35.66%",77.18,null],[1,"0%",128,null],[2,"36.76%",75.62,null],[3,"12.43%",110.29,null],[4,"7.03%",117.99,null],[5,"8.01%",116.58,null],[6,"0.11%",127.85,null]],null],["2026-02-09T00:00:00.000Z","Feb '26",265.83,[[0,"35.27%",77.74,null],[1,"0%",128,null],[2,"38.34%",73.37,null],[3,"13.08%",109.36,null],[4,"6.9%",118.17,null],[5,"6.32%",119,null],[6,"0.09%",127.87,null]],null],["2026-02-16T00:00:00.000Z","Feb '26",268.8,[[0,"38.9%",72.57,null],[1,"0%",128,null],[2,"30.77%",84.15,null],[3,"15.39%",106.07,null],[4,"7.77%",116.92,null],[5,"7.05%",117.95,null],[6,"0.12%",127.83,null]],null],["2026-02-23T00:00:00.000Z","Feb '26",271.77,[[0,"42.03%",68.11,null],[1,"0%",128,null],[2,"28.31%",87.66,null],[3,"14.2%",107.76,null],[4,"7.97%",116.64,null],[5,"7.38%",117.48,null],[6,"0.11%",127.85,null]],null],["2026-03-02T00:00:00.000Z","Mar '26",274.74,[[0,"40.21%",70.7,null],[1,"0%",128,null],[2,"28.44%",87.48,null],[3,"13.03%",109.43,null],[4,"6.08%",119.34,null],[5,"12.12%",110.72,null],[6,"0.12%",127.83,null]],null],["2026-03-09T00:00:00.000Z","Mar '26",277.71,[[0,"39.37%",71.89,null],[1,"0%",128,null],[2,"34.82%",78.38,null],[3,"11.54%",111.55,null],[4,"5.52%",120.14,null],[5,"7.34%",117.53,null],[6,"1.4%",126,null]],null],["2026-03-16T00:00:00.000Z","Mar '26",280.69,[[0,"42.54%",67.39,null],[1,"0%",128,null],[2,"33.37%",80.44,null],[3,"11.22%",112.02,null],[4,"6.39%",118.9,null],[5,"5.94%",119.53,null],[6,"0.54%",127.23,null]],null],["2026-03-23T00:00:00.000Z","Mar '26",283.66,[[0,"42.84%",66.96,null],[1,"0%",128,null],[2,"28.38%",87.56,null],[3,"11.58%",111.5,null],[4,"6.64%",118.53,null],[5,"10.39%",113.19,null],[6,"0.16%",127.77,null]],null],["2026-03-30T00:00:00.000Z","Mar '26",286.63,[[0,"49.47%",57.5,null],[1,"0%",128,null],[2,"25.66%",91.43,null],[3,"10.57%",112.93,null],[4,"6.26%",119.08,null],[5,"7.82%",116.86,null],[6,"0.22%",127.69,null]],null],["2026-04-06T00:00:00.000Z","Apr '26",289.6,[[0,"45.3%",63.45,null],[1,"0%",128,null],[2,"21.87%",96.84,null],[3,"15.06%",106.54,null],[4,"7.14%",117.83,null],[5,"10.39%",113.2,null],[6,"0.25%",127.64,null]],null],["2026-04-13T00:00:00.000Z","Apr '26",292.57,[[0,"41.39%",69.02,null],[1,"0%",128,null],[2,"34.43%",78.93,null],[3,"13.53%",108.72,null],[4,"4.7%",121.31,null],[5,"5.73%",119.84,null],[6,"0.22%",127.69,null]],null],["2026-04-20T00:00:00.000Z","Apr '26",295.54,[[0,"42.38%",67.61,null],[1,"0%",128,null],[2,"32.93%",81.07,null],[3,"13%",109.48,null],[4,"5.33%",120.4,null],[5,"6.21%",119.15,null],[6,"0.15%",127.79,null]],null],["2026-04-27T00:00:00.000Z","Apr '26",298.51,[[0,"42.64%",67.23,null],[1,"0%",128,null],[2,"29.27%",86.3,null],[3,"14.77%",106.95,null],[4,"5.96%",119.5,null],[5,"7.2%",117.74,null],[6,"0.16%",127.78,null]],null],["2026-05-04T00:00:00.000Z","May '26",301.49,[[0,"36.95%",75.34,null],[1,"0%",128,null],[2,"38.49%",73.16,null],[3,"14.23%",107.72,null],[4,"5.11%",120.72,null],[5,"5.02%",120.84,null],[6,"0.2%",127.72,null]],null],["2026-05-11T00:00:00.000Z","May '26",304.46,[[0,"37.42%",74.67,null],[1,"0%",128,null],[2,"35.65%",77.2,null],[3,"14.85%",106.83,null],[4,"4.47%",121.63,null],[5,"7.46%",117.37,null],[6,"0.15%",127.79,null]],null],["2026-05-18T00:00:00.000Z","May '26",307.43,[[0,"39.73%",71.38,null],[1,"0%",128,null],[2,"31.03%",83.79,null],[3,"16.42%",104.6,null],[4,"4.53%",121.55,null],[5,"8.16%",116.38,null],[6,"0.14%",127.8,null]],null],["2026-05-25T00:00:00.000Z","May '26",310.4,[[0,"37.31%",74.83,null],[1,"0%",128,null],[2,"28.8%",86.96,null],[3,"16.54%",104.44,null],[4,"7.43%",117.42,null],[5,"9.8%",114.03,null],[6,"0.12%",127.83,null]],null],["2026-06-01T00:00:00.000Z","Jun '26",313.37,[[0,"38.09%",73.73,null],[1,"0%",128,null],[2,"27.71%",88.52,null],[3,"17.96%",102.41,null],[4,"6.65%",118.52,null],[5,"9.46%",114.52,null],[6,"0.14%",127.8,null]],null],["2026-06-08T00:00:00.000Z","Jun '26",316.34,[[0,"35.96%",76.76,null],[1,"0%",128,null],[2,"31.65%",82.9,null],[3,"17.35%",103.28,null],[4,"6.36%",118.94,null],[5,"8.55%",115.81,null],[6,"0.13%",127.82,null]],null],["2026-06-15T00:00:00.000Z","Jun '26",319.31,[[0,"32.28%",82.01,null],[1,"0%",128,null],[2,"34.29%",79.14,null],[3,"17.31%",103.33,null],[4,"6.57%",118.63,null],[5,"9.39%",114.61,null],[6,"0.16%",127.78,null]],null],["2026-06-22T00:00:00.000Z","Jun '26",322.29,[[0,"31.07%",83.73,null],[1,"0%",128,null],[2,"32.26%",82.03,null],[3,"19.7%",99.92,null],[4,"6.43%",118.84,null],[5,"10.38%",113.21,null],[6,"0.17%",127.76,null]],null],["2026-06-29T00:00:00.000Z","Jun '26",325.26,[[0,"35%",78.12,null],[1,"0%",128,null],[2,"29.61%",85.81,null],[3,"19.58%",100.1,null],[4,"6.44%",118.82,null],[5,"9.18%",114.92,null],[6,"0.18%",127.74,null]],null],["2026-07-06T00:00:00.000Z","Jul '26",328.23,[[0,"37.37%",74.75,null],[1,"0%",128,null],[2,"28.8%",86.96,null],[3,"18.29%",101.93,null],[4,"6.62%",118.56,null],[5,"8.76%",115.52,null],[6,"0.15%",127.78,null]],null],["2026-07-13T00:00:00.000Z","Jul '26",331.2,[[0,"36.89%",75.43,null],[1,"0%",128,null],[2,"30.8%",84.11,null],[3,"17.31%",103.33,null],[4,"6.26%",119.08,null],[5,"8.63%",115.71,null],[6,"0.12%",127.83,null]],null],["2026-07-20T00:00:00.000Z","Jul '26",334.17,[[0,"37.77%",74.18,null],[1,"0%",128,null],[2,"28.74%",87.04,null],[3,"17.88%",102.52,null],[4,"6.31%",119,null],[5,"9.17%",114.93,null],[6,"0.12%",127.83,null]],null],["2026-07-27T00:00:00.000Z","Jul '26",337.14,[[0,"30.04%",85.19,null],[1,"23.58%",94.4,null],[2,"20.66%",98.55,null],[3,"12.71%",109.88,null],[4,"5.94%",119.53,null],[5,"6.97%",118.07,null],[6,"0.09%",127.87,null]],null],["2026-08-03T00:00:00.000Z","Aug '26",340.11,[[0,"30.92%",83.94,null],[1,"28.27%",87.72,null],[2,"16.99%",103.79,null],[3,"13.03%",109.44,null],[4,"5.13%",120.7,null],[5,"5.6%",120.02,null],[6,"0.07%",127.9,null]],null],["2026-08-10T00:00:00.000Z","Aug '26",343.09,[[0,"31.8%",82.69,null],[1,"25.37%",91.84,null],[2,"17.66%",102.84,null],[3,"13.87%",108.24,null],[4,"5.33%",120.4,null],[5,"5.89%",119.6,null],[6,"0.08%",127.89,null]],null],["2026-08-17T00:00:00.000Z","Aug '26",346.06,[[0,"33.15%",80.76,null],[1,"23.35%",94.72,null],[2,"16.65%",104.27,null],[3,"14.06%",107.96,null],[4,"6.53%",118.7,null],[5,"6.18%",119.19,null],[6,"0.07%",127.9,null]],null],["2026-08-24T00:00:00.000Z","Aug '26",349.03,[[0,"34.18%",79.29,null],[1,"22.92%",95.34,null],[2,"15.62%",105.74,null],[3,"14.18%",107.79,null],[4,"6.49%",118.76,null],[5,"6.55%",118.67,null],[6,"0.07%",127.9,null]],null],["2026-08-31T00:00:00.000Z","Aug '26",352,[[0,"35.64%",77.22,null],[1,"23.4%",94.65,null],[2,"13.29%",109.06,null],[3,"14.04%",108,null],[4,"6.76%",118.36,null],[5,"6.77%",118.36,null],[6,"0.1%",127.86,null]],null]]}Meta: 35.6% on Aug '26. Anthropic: 23.4% on Aug '26. OpenAI: 13.3% on Aug '26. Amazon: 14% on Aug '26. Huawei: 6.8% on Aug '26. Google: 6.8% on Aug '26. Other: 0.1% on Aug '26
SOURCE: Cloudflare Radar Bots API