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AI data

Demand

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

Usage

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 visits",128,null],[16,"0B visits",128,null],[17,"0B visits",128,null]],"0.67B visits"],["2023-02-01T00:00:00.000Z","Feb '23",50.88,[[0,"1B visits",124.2,null],[1,"0B visits",128,null],[2,"0.09B visits",120.07,null],[3,"0B visits",128,null],[4,"0B visits",128,null],[5,"0.01B visits",119.72,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",119.66,null],[11,"0B visits",128,null],[12,"0B visits",128,null],[13,"0B visits",128,null],[14,"0B visits",128,null],[15,"0B visits",128,null],[16,"0B visits",128,null],[17,"0B visits",128,null]],"1.1B visits"],["2023-03-01T00:00:00.000Z","Mar '23",58.14,[[0,"1.6B visits",121.92,null],[1,"0.03B visits",115.72,null],[2,"0.11B visits",115.2,null],[3,"0B visits",128,null],[4,"0B visits",128,null],[5,"0.02B visits",114.73,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",114.64,null],[11,"0B visits",128,null],[12,"0B visits",128,null],[13,"0B visits",128,null],[14,"0B visits",128,null],[15,"0B visits",128,null],[16,"0B visits",128,null],[17,"0B visits",128,null]],"1.76B visits"],["2023-04-01T00:00:00.000Z","Apr '23",65.4,[[0,"1.75B visits",121.35,null],[1,"0.05B visits",114.53,null],[2,"0.19B visits",113.62,null],[3,"0B visits",128,null],[4,"0B visits",128,null],[5,"0.02B visits",112.82,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",112.72,null],[11,"0B visits",128,null],[12,"0B visits",128,null],[13,"0B visits",128,null],[14,"0B visits",128,null],[15,"0B visits",128,null],[16,"0B visits",128,null],[17,"0B visits",128,null]],"2.02B visits"],["2023-05-01T00:00:00.000Z","May '23",72.65,[[0,"1.8B visits",121.16,null],[1,"0.06B visits",114.09,null],[2,"0.28B visits",112.79,null],[3,"0B visits",128,null],[4,"0B visits",128,null],[5,"0.02B visits",111.66,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",111.54,null],[11,"0B visits",128,null],[12,"0B visits",128,null],[13,"0B visits",128,null],[14,"0B visits",128,null],[15,"0B visits",128,null],[16,"0B visits",128,null],[17,"0B visits",128,null]],"2.17B visits"],["2023-06-01T00:00:00.000Z","Jun '23",79.91,[[0,"1.7B visits",121.54,null],[1,"0.06B visits",114.86,null],[2,"0.19B visits",113.92,null],[3,"0B visits",128,null],[4,"0B visits",128,null],[5,"0.02B visits",113.12,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",112.99,null],[11,"0B visits",128,null],[12,"0B visits",128,null],[13,"0B visits",128,null],[14,"0B visits",128,null],[15,"0B visits",128,null],[16,"0B visits",128,null],[17,"0B visits",128,null]],"1.98B visits"],["2023-07-01T00:00:00.000Z","Jul '23",87.16,[[0,"1.5B visits",122.3,null],[1,"0.08B visits",116.3,null],[2,"0.21B visits",115.22,null],[3,"0B visits",128,null],[4,"0B visits",114.43,null],[5,"0.02B visits",114.34,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",114.2,null],[11,"0B visits",128,null],[12,"0B visits",128,null],[13,"0B visits",128,null],[14,"0B visits",128,null],[15,"0B visits",128,null],[16,"0B visits",128,null],[17,"0B visits",128,null]],"1.82B visits"],["2023-08-01T00:00:00.000Z","Aug '23",94.42,[[0,"1.43B visits",122.57,null],[1,"0.09B visits",116.81,null],[2,"0.21B visits",115.7,null],[3,"0B visits",128,null],[4,"0.01B visits",114.89,null],[5,"0.03B visits",114.77,null],[6,"0B visits",128,null],[7,"0B visits",128,null],[8,"0B visits",114.67,null],[9,"0B visits",128,null],[10,"0.01B visits",114.61,null],[11,"0B visits",128,null],[12,"0B visits",128,null],[13,"0B visits",128,null],[14,"0B visits",128,null],[15,"0B visits",128,null],[16,"0B visits",114.56,null],[17,"0B visits",128,null]],"1.77B visits"],["2023-09-01T00:00:00.000Z","Sep '23",101.67,[[0,"1.5B visits",122.3,null],[1,"0.09B visits",116.26,null],[2,"0.21B visits",115.12,null],[3,"0B visits",128,null],[4,"0.01B visits",114.29,null],[5,"0.03B visits",114.15,null],[6,"0B visits",128,null],[7,"0B visits",128,null],[8,"0B visits",114.04,null],[9,"0B visits",128,null],[10,"0.02B visits",113.97,null],[11,"0B visits",113.9,null],[12,"0B visits",128,null],[13,"0B visits",128,null],[14,"0B visits",128,null],[15,"0B visits",128,null],[16,"0B visits",113.9,null],[17,"0B visits",128,null]],"1.86B visits"],["2023-10-01T00:00:00.000Z","Oct '23",108.93,[[0,"1.55B visits",122.11,null],[1,"0.1B visits",115.86,null],[2,"0.21B visits",114.71,null],[3,"0B visits",128,null],[4,"0.01B visits",113.87,null],[5,"0.03B visits",113.71,null],[6,"0B visits",128,null],[7,"0B visits",128,null],[8,"0.01B visits",113.58,null],[9,"0B visits",113.56,null],[10,"0.02B visits",113.49,null],[11,"0B visits",113.42,null],[12,"0B visits",128,null],[13,"0B visits",128,null],[14,"0B visits",128,null],[15,"0B visits",128,null],[16,"0B visits",113.41,null],[17,"0B visits",128,null]],"1.92B visits"],["2023-11-01T00:00:00.000Z","Nov '23",116.19,[[0,"1.6B visits",121.92,null],[1,"0.12B visits",115.38,null],[2,"0.21B visits",114.14,null],[3,"0B visits",113.36,null],[4,"0.02B visits",113.29,null],[5,"0.04B visits",113.09,null],[6,"0B visits",128,null],[7,"0.01B visits",112.93,null],[8,"0.01B visits",112.89,null],[9,"0B visits",112.85,null],[10,"0.02B visits",112.78,null],[11,"0B visits",112.7,null],[12,"0B visits",128,null],[13,"0B visits",128,null],[14,"0B visits",128,null],[15,"0B visits",128,null],[16,"0B visits",112.68,null],[17,"0B visits",128,null]],"2.02B visits"],["2023-12-01T00:00:00.000Z","Dec '23",123.44,[[0,"1.6B visits",121.92,null],[1,"0.15B visits",115.27,null],[2,"0.21B visits",113.92,null],[3,"0B visits",113.14,null],[4,"0.02B visits",113.05,null],[5,"0.04B visits",112.82,null],[6,"0B visits",128,null],[7,"0.01B visits",112.63,null],[8,"0.01B 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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

Investment

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

Adoption

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

Developer Adoption

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

Model Usage

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 2026-09-05, the average exact daily share captured by each day’s independently selected top three OpenRouter models was 35.8%.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",45.15,[[0,"56.32%",22.21,null]],null],["2025-01-21T00:00:00.000Z","Jan '25",47.21,[[0,"57.05%",20.59,null]],null],["2025-01-24T00:00:00.000Z","Jan '25",48.75,[[0,"55.45%",24.16,null]],null],["2025-01-25T00:00:00.000Z","Jan '25",49.27,[[0,"55%",25.17,null]],null],["2025-01-31T00:00:00.000Z","Jan '25",52.36,[[0,"56.49%",21.84,null]],null],["2025-02-02T00:00:00.000Z","Feb '25",53.39,[[0,"56.99%",20.73,null]],null],["2025-02-05T00:00:00.000Z","Feb '25",54.93,[[0,"55.84%",23.29,null]],null],["2025-02-09T00:00:00.000Z","Feb '25",56.99,[[0,"53.16%",29.28,null]],null],["2025-02-12T00:00:00.000Z","Feb '25",58.53,[[0,"52.24%",31.33,null]],null],["2025-02-16T00:00:00.000Z","Feb '25",60.59,[[0,"53.55%",28.41,null]],null],["2025-02-19T00:00:00.000Z","Feb '25",62.14,[[0,"56.26%",22.36,null]],null],["2025-02-24T00:00:00.000Z","Feb '25",64.71,[[0,"58.42%",17.54,null]],null],["2025-02-28T00:00:00.000Z","Feb '25",66.77,[[0,"54.4%",26.51,null]],null],["2025-03-03T00:00:00.000Z","Mar '25",68.32,[[0,"52.01%",31.84,null]],null],["2025-03-05T00:00:00.000Z","Mar '25",69.35,[[0,"51.11%",33.85,null]],null],["2025-03-10T00:00:00.000Z","Mar '25",71.92,[[0,"48.4%",39.91,null]],null],["2025-03-14T00:00:00.000Z","Mar '25",73.98,[[0,"49.74%",36.91,null]],null],["2025-03-18T00:00:00.000Z","Mar '25",76.04,[[0,"48.29%",40.16,null]],null],["2025-03-21T00:00:00.000Z","Mar '25",77.58,[[0,"45.7%",45.95,null]],null],["2025-03-25T00:00:00.000Z","Mar '25",79.64,[[0,"45.21%",47.02,null]],null],["2025-03-28T00:00:00.000Z","Mar '25",81.19,[[0,"43.61%",50.6,null]],null],["2025-03-29T00:00:00.000Z","Mar '25",81.7,[[0,"43.36%",51.15,null]],null],["2025-04-04T00:00:00.000Z","Apr '25",84.79,[[0,"44.82%",47.9,null]],null],["2025-04-06T00:00:00.000Z","Apr '25",85.82,[[0,"44.2%",49.29,null]],null],["2025-04-09T00:00:00.000Z","Apr '25",87.37,[[0,"45.27%",46.89,null]],null],["2025-04-13T00:00:00.000Z","Apr '25",89.43,[[0,"45.59%",46.19,null]],null],["2025-04-16T00:00:00.000Z","Apr '25",90.97,[[0,"43.93%",49.89,null]],null],["2025-04-22T00:00:00.000Z","Apr '25",94.06,[[0,"42.22%",53.71,null]],null],["2025-04-26T00:00:00.000Z","Apr '25",96.12,[[0,"38.34%",62.37,null]],null],["2025-04-29T00:00:00.000Z","Apr '25",97.66,[[0,"36.67%",66.1,null]],null],["2025-05-01T00:00:00.000Z","May '25",98.69,[[0,"36.19%",67.19,null]],null],["2025-05-05T00:00:00.000Z","May '25",100.75,[[0,"38.13%",62.85,null]],null],["2025-05-09T00:00:00.000Z","May '25",102.81,[[0,"40.5%",57.55,null]],null],["2025-05-12T00:00:00.000Z","May '25",104.36,[[0,"39.82%",59.06,null]],null],["2025-05-17T00:00:00.000Z","May '25",106.93,[[0,"44.25%",49.18,null]],null],["2025-05-19T00:00:00.000Z","May '25",107.96,[[0,"45.75%",45.82,null]],null],["2025-05-23T00:00:00.000Z","May '25",110.02,[[0,"44.82%",47.91,null]],null],["2025-05-26T00:00:00.000Z","May '25",111.56,[[0,"43.09%",51.75,null]],null],["2025-05-29T00:00:00.000Z","May '25",113.11,[[0,"40.67%",57.16,null]],null],["2025-06-02T00:00:00.000Z","Jun '25",115.17,[[0,"39.39%",60.03,null]],null],["2025-06-05T00:00:00.000Z","Jun '25",116.71,[[0,"37.67%",63.87,null]],null],["2025-06-09T00:00:00.000Z","Jun '25",118.77,[[0,"33.02%",74.25,null]],null],["2025-06-12T00:00:00.000Z","Jun '25",120.32,[[0,"32.4%",75.65,null]],null],["2025-06-22T00:00:00.000Z","Jun '25",125.47,[[0,"37.29%",64.71,null]],null],["2025-06-27T00:00:00.000Z","Jun '25",128.04,[[0,"37.73%",63.74,null]],null],["2025-06-29T00:00:00.000Z","Jun '25",129.07,[[0,"35.15%",69.51,null]],null],["2025-07-04T00:00:00.000Z","Jul '25",131.64,[[0,"34.4%",71.18,null]],null],["2025-07-07T00:00:00.000Z","Jul '25",133.19,[[0,"35.65%",68.38,null]],null],["2025-07-09T00:00:00.000Z","Jul '25",134.22,[[0,"35.47%",68.77,null]],null],["2025-07-14T00:00:00.000Z","Jul '25",136.79,[[0,"35.86%",67.91,null]],null],["2025-07-23T00:00:00.000Z","Jul '25",141.43,[[0,"39.04%",60.8,null]],null],["2025-07-29T00:00:00.000Z","Jul '25",144.51,[[0,"37.81%",63.56,null]],null],["2025-08-02T00:00:00.000Z","Aug '25",146.57,[[0,"35.56%",68.59,null]],null],["2025-08-05T00:00:00.000Z","Aug '25",148.12,[[0,"32.98%",74.35,null]],null],["2025-08-08T00:00:00.000Z","Aug '25",149.66,[[0,"31.68%",77.24,null]],null],["2025-08-11T00:00:00.000Z","Aug '25",151.21,[[0,"31.59%",77.45,null]],null],["2025-08-15T00:00:00.000Z","Aug '25",153.27,[[0,"32.5%",75.41,null]],null],["2025-08-19T00:00:00.000Z","Aug '25",155.33,[[0,"33.04%",74.22,null]],null],["2025-08-21T00:00:00.000Z","Aug '25",156.36,[[0,"32.51%",75.39,null]],null],["2025-08-25T00:00:00.000Z","Aug '25",158.42,[[0,"30.3%",80.33,null]],null],["2025-08-29T00:00:00.000Z","Aug '25",160.48,[[0,"32.23%",76.01,null]],null],["2025-09-01T00:00:00.000Z","Sep '25",162.02,[[0,"39.65%",59.44,null]],null],["2025-09-05T00:00:00.000Z","Sep '25",164.08,[[0,"45.84%",45.63,null]],null],["2025-09-07T00:00:00.000Z","Sep '25",165.11,[[0,"45.13%",47.21,null]],null],["2025-09-12T00:00:00.000Z","Sep '25",167.68,[[0,"41.6%",55.1,null]],null],["2025-09-16T00:00:00.000Z","Sep '25",169.74,[[0,"41.98%",54.24,null]],null],["2025-09-20T00:00:00.000Z","Sep '25",171.8,[[0,"43.15%",51.62,null]],null],["2025-09-24T00:00:00.000Z","Sep '25",173.86,[[0,"44.52%",48.58,null]],null],["2025-09-27T00:00:00.000Z","Sep '25",175.41,[[0,"47.86%",41.11,null]],null],["2025-09-30T00:00:00.000Z","Sep '25",176.95,[[0,"48.98%",38.61,null]],null],["2025-10-02T00:00:00.000Z","Oct '25",177.98,[[0,"46.99%",43.06,null]],null],["2025-10-06T00:00:00.000Z","Oct '25",180.04,[[0,"38.66%",61.66,null]],null],["2025-10-09T00:00:00.000Z","Oct '25",181.58,[[0,"37.8%",63.58,null]],null],["2025-10-12T00:00:00.000Z","Oct '25",183.13,[[0,"39.96%",58.75,null]],null],["2025-10-17T00:00:00.000Z","Oct '25",185.7,[[0,"42.45%",53.19,null]],null],["2025-10-20T00:00:00.000Z","Oct '25",187.25,[[0,"43.17%",51.58,null]],null],["2025-10-25T00:00:00.000Z","Oct '25",189.82,[[0,"42.89%",52.2,null]],null],["2025-10-27T00:00:00.000Z","Oct '25",190.85,[[0,"42.76%",52.51,null]],null],["2025-11-01T00:00:00.000Z","Nov '25",193.43,[[0,"44.3%",49.07,null]],null],["2025-11-05T00:00:00.000Z","Nov '25",195.49,[[0,"44.27%",49.13,null]],null],["2025-11-06T00:00:00.000Z","Nov '25",196,[[0,"43.07%",51.8,null]],null],["2025-11-12T00:00:00.000Z","Nov '25",199.09,[[0,"39.7%",59.34,null]],null],["2025-11-14T00:00:00.000Z","Nov '25",200.12,[[0,"41.23%",55.92,null]],null],["2025-11-18T00:00:00.000Z","Nov '25",202.18,[[0,"40.87%",56.72,null]],null],["2025-11-22T00:00:00.000Z","Nov '25",204.24,[[0,"37.6%",64.03,null]],null],["2025-11-25T00:00:00.000Z","Nov '25",205.78,[[0,"36.09%",67.4,null]],null],["2025-11-30T00:00:00.000Z","Nov '25",208.36,[[0,"42.42%",53.26,null]],null],["2025-12-03T00:00:00.000Z","Dec '25",209.9,[[0,"43.38%",51.11,null]],null],["2025-12-07T00:00:00.000Z","Dec '25",211.96,[[0,"33.47%",73.25,null]],null],["2025-12-10T00:00:00.000Z","Dec '25",213.5,[[0,"29.15%",82.9,null]],null],["2025-12-12T00:00:00.000Z","Dec '25",214.53,[[0,"27.21%",87.23,null]],null],["2025-12-16T00:00:00.000Z","Dec '25",216.59,[[0,"25.31%",91.48,null]],null],["2025-12-19T00:00:00.000Z","Dec '25",218.14,[[0,"25.3%",91.5,null]],null],["2025-12-23T00:00:00.000Z","Dec '25",220.2,[[0,"23.11%",96.38,null]],null],["2025-12-27T00:00:00.000Z","Dec '25",222.26,[[0,"22.69%",97.33,null]],null],["2025-12-30T00:00:00.000Z","Dec '25",223.8,[[0,"22%",98.86,null]],null],["2026-01-03T00:00:00.000Z","Jan '26",225.86,[[0,"20.78%",101.59,null]],null],["2026-01-06T00:00:00.000Z","Jan '26",227.41,[[0,"20.56%",102.08,null]],null],["2026-01-11T00:00:00.000Z","Jan '26",229.98,[[0,"21.83%",99.25,null]],null],["2026-01-13T00:00:00.000Z","Jan '26",231.01,[[0,"22.83%",97.02,null]],null],["2026-01-18T00:00:00.000Z","Jan '26",233.58,[[0,"26.05%",89.82,null]],null],["2026-01-20T00:00:00.000Z","Jan '26",234.61,[[0,"26.28%",89.3,null]],null],["2026-01-24T00:00:00.000Z","Jan '26",236.67,[[0,"25.73%",90.53,null]],null],["2026-01-26T00:00:00.000Z","Jan '26",237.7,[[0,"24.49%",93.32,null]],null],["2026-01-30T00:00:00.000Z","Jan '26",239.76,[[0,"23.66%",95.15,null]],null],["2026-02-04T00:00:00.000Z","Feb '26",242.34,[[0,"24.16%",94.05,null]],null],["2026-02-08T00:00:00.000Z","Feb '26",244.4,[[0,"27.66%",86.22,null]],null],["2026-02-11T00:00:00.000Z","Feb '26",245.94,[[0,"27.85%",85.81,null]],null],["2026-02-13T00:00:00.000Z","Feb '26",246.97,[[0,"28%",85.47,null]],null],["2026-02-19T00:00:00.000Z","Feb '26",250.06,[[0,"38.15%",62.81,null]],null],["2026-02-22T00:00:00.000Z","Feb '26",251.6,[[0,"32.42%",75.61,null]],null],["2026-02-26T00:00:00.000Z","Feb '26",253.66,[[0,"26.42%",88.99,null]],null],["2026-03-01T00:00:00.000Z","Mar '26",255.21,[[0,"25.6%",90.83,null]],null],["2026-03-04T00:00:00.000Z","Mar '26",256.75,[[0,"25.37%",91.34,null]],null],["2026-03-06T00:00:00.000Z","Mar '26",257.78,[[0,"25.69%",90.63,null]],null],["2026-03-11T00:00:00.000Z","Mar '26",260.36,[[0,"27.1%",87.47,null]],null],["2026-03-15T00:00:00.000Z","Mar '26",262.42,[[0,"25.66%",90.7,null]],null],["2026-03-19T00:00:00.000Z","Mar '26",264.48,[[0,"24.16%",94.05,null]],null],["2026-03-22T00:00:00.000Z","Mar '26",266.02,[[0,"26.2%",89.5,null]],null],["2026-03-25T00:00:00.000Z","Mar '26",267.56,[[0,"27.6%",86.37,null]],null],["2026-03-29T00:00:00.000Z","Mar '26",269.62,[[0,"30.03%",80.93,null]],null],["2026-04-02T00:00:00.000Z","Apr '26",271.68,[[0,"34.36%",71.27,null]],null],["2026-04-05T00:00:00.000Z","Apr '26",273.23,[[0,"40.59%",57.35,null]],null],["2026-04-07T00:00:00.000Z","Apr '26",274.26,[[0,"40.69%",57.12,null]],null],["2026-04-12T00:00:00.000Z","Apr '26",276.83,[[0,"23.39%",95.76,null]],null],["2026-04-14T00:00:00.000Z","Apr '26",277.86,[[0,"19.93%",103.49,null]],null],["2026-04-19T00:00:00.000Z","Apr '26",280.44,[[0,"19.94%",103.48,null]],null],["2026-04-22T00:00:00.000Z","Apr '26",281.98,[[0,"19.2%",105.13,null]],null],["2026-04-26T00:00:00.000Z","Apr '26",284.04,[[0,"20.32%",102.62,null]],null],["2026-04-27T00:00:00.000Z","Apr '26",284.55,[[0,"20.78%",101.6,null]],null],["2026-05-03T00:00:00.000Z","May '26",287.64,[[0,"26.07%",89.78,null]],null],["2026-05-05T00:00:00.000Z","May '26",288.67,[[0,"27.73%",86.06,null]],null],["2026-05-09T00:00:00.000Z","May '26",290.73,[[0,"26.73%",88.3,null]],null],["2026-05-13T00:00:00.000Z","May '26",292.79,[[0,"23.39%",95.77,null]],null],["2026-05-16T00:00:00.000Z","May '26",294.34,[[0,"23.38%",95.78,null]],null],["2026-05-19T00:00:00.000Z","May '26",295.88,[[0,"25.45%",91.16,null]],null],["2026-05-22T00:00:00.000Z","May '26",297.43,[[0,"28.96%",83.32,null]],null],["2026-05-26T00:00:00.000Z","May '26",299.49,[[0,"31.22%",78.28,null]],null],["2026-05-30T00:00:00.000Z","May '26",301.54,[[0,"29%",83.24,null]],null],["2026-06-02T00:00:00.000Z","Jun '26",303.09,[[0,"24.78%",92.65,null]],null],["2026-06-06T00:00:00.000Z","Jun '26",305.15,[[0,"25.49%",91.07,null]],null],["2026-06-11T00:00:00.000Z","Jun '26",307.72,[[0,"29.26%",82.65,null]],null],["2026-06-14T00:00:00.000Z","Jun '26",309.27,[[0,"29.51%",82.09,null]],null],["2026-06-16T00:00:00.000Z","Jun '26",310.3,[[0,"29.48%",82.16,null]],null],["2026-06-19T00:00:00.000Z","Jun '26",311.84,[[0,"28.12%",85.19,null]],null],["2026-06-25T00:00:00.000Z","Jun '26",314.93,[[0,"28.69%",83.92,null]],null],["2026-06-29T00:00:00.000Z","Jun '26",316.99,[[0,"28.01%",85.44,null]],null],["2026-06-30T00:00:00.000Z","Jun '26",317.5,[[0,"27.86%",85.78,null]],null],["2026-07-04T00:00:00.000Z","Jul '26",319.56,[[0,"29.54%",82.03,null]],null],["2026-07-09T00:00:00.000Z","Jul '26",322.14,[[0,"30.83%",79.15,null]],null],["2026-07-11T00:00:00.000Z","Jul '26",323.17,[[0,"32.5%",75.42,null]],null],["2026-07-16T00:00:00.000Z","Jul '26",325.74,[[0,"39.81%",59.08,null]],null],["2026-07-20T00:00:00.000Z","Jul '26",327.8,[[0,"42.76%",52.5,null]],null],["2026-07-22T00:00:00.000Z","Jul '26",328.83,[[0,"41.03%",56.36,null]],null],["2026-07-27T00:00:00.000Z","Jul '26",331.41,[[0,"38.26%",62.54,null]],null],["2026-07-29T00:00:00.000Z","Jul '26",332.44,[[0,"37.93%",63.29,null]],null],["2026-08-03T00:00:00.000Z","Aug '26",335.01,[[0,"30.97%",78.82,null]],null],["2026-08-06T00:00:00.000Z","Aug '26",336.55,[[0,"29.77%",81.52,null]],null],["2026-08-07T00:00:00.000Z","Aug '26",337.07,[[0,"30.4%",80.1,null]],null],["2026-08-13T00:00:00.000Z","Aug '26",340.16,[[0,"37.33%",64.63,null]],null],["2026-08-16T00:00:00.000Z","Aug '26",341.7,[[0,"35.45%",68.82,null]],null],["2026-08-20T00:00:00.000Z","Aug '26",343.76,[[0,"34.64%",70.64,null]],null],["2026-08-23T00:00:00.000Z","Aug '26",345.31,[[0,"40.95%",56.54,null]],null],["2026-08-26T00:00:00.000Z","Aug '26",346.85,[[0,"45.75%",45.82,null]],null],["2026-08-28T00:00:00.000Z","Aug '26",347.88,[[0,"44.43%",48.78,null]],null],["2026-09-01T00:00:00.000Z","Sep '26",349.94,[[0,"34.54%",70.87,null]],null],["2026-09-05T00:00:00.000Z","Sep '26",352,[[0,"35.82%",68.01,null]],null]]}7-day average of daily top-three share (models can change daily): 35.8% on Sep '26
SOURCE: OpenRouter Data API

Research Output

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