AI Benchmark Saturation CurvesAI Benchmark Saturation CurvesGPQA DiamondMATH Level 5OTIS Mock AIME 2024–2025SWE-bench Verified (Epoch v2)As of 2026-09-30, the latest observed records were 96.4% on GPQA Diamond, 98.1% on MATH Level 5, 100% on OTIS Mock AIME 2024-2025, and 83.5% on Epoch's SWE-bench Verified v2.100%75%50%25%0%Jul '23Jan '25Jul '26{"f":[360,150,40,8],"s":[["GPQA Diamond","#6D5DFC"],["MATH Level 5","#E05A47"],["OTIS Mock AIME 2024–2025","#F2A93B"],["SWE-bench Verified (Epoch v2)","#2E9C78"]],"p":[["2023-03-14T00:00:00.000Z","Mar '23",40,[[2,"0.56%",127.37,null]],null],["2023-06-13T00:00:00.000Z","Jun '23",61.91,[[1,"22.97%",101.81,null],[2,"1.11%",126.73,null]],null],["2023-11-06T00:00:00.000Z","Nov '23",97.06,[[1,"40.02%",82.38,null]],null],["2024-01-25T00:00:00.000Z","Jan '24",116.31,[[2,"2.22%",125.47,null]],null],["2024-04-09T00:00:00.000Z","Apr '24",134.37,[[1,"46.73%",74.72,null]],null],["2024-05-13T00:00:00.000Z","May '24",142.56,[[1,"51.05%",69.81,null]],null],["2024-06-20T00:00:00.000Z","Jun '24",151.7,[[1,"51.68%",69.08,null]],null],["2024-07-18T00:00:00.000Z","Jul '24",158.44,[[1,"52.63%",68,null]],null],["2024-07-23T00:00:00.000Z","Jul '24",159.65,[[0,"26.96%",97.27,null]],null],["2024-08-06T00:00:00.000Z","Aug '24",163.02,[[1,"53.28%",67.27,null]],null],["2024-09-12T00:00:00.000Z","Sep '24",171.93,[[1,"89.18%",26.33,null]],null],["2024-09-19T00:00:00.000Z","Sep '24",173.61,[[0,"35.48%",87.55,null],[2,"2.5%",125.15,null]],null],["2024-12-17T00:00:00.000Z","Dec '24",195.04,[[0,"74.24%",43.36,null],[1,"94.71%",20.03,null],[2,"73.33%",44.4,null]],null],["2025-01-31T00:00:00.000Z","Jan '25",205.87,[[1,"96.49%",18,null]],null],["2025-04-16T00:00:00.000Z","Apr '25",223.93,[[0,"80.81%",35.88,null],[1,"97.83%",16.48,null],[2,"84.44%",31.73,null],[3,"62.32%",56.96,null]],null],["2025-07-25T00:00:00.000Z","Jul '25",248,[[2,"86.67%",29.2,null]],null],["2025-08-05T00:00:00.000Z","Aug '25",250.65,[[2,"88.89%",26.67,null]],null],["2025-08-07T00:00:00.000Z","Aug '25",251.13,[[1,"98.13%",16.13,null],[2,"91.39%",23.82,null]],null],["2025-11-13T00:00:00.000Z","Nov '25",274.72,[[3,"67.98%",50.51,null]],null],["2025-11-18T00:00:00.000Z","Nov '25",275.93,[[3,"72.93%",44.86,null]],null],["2025-12-11T00:00:00.000Z","Dec '25",281.46,[[2,"96.11%",18.43,null],[3,"73.76%",43.91,null]],null],["2025-12-17T00:00:00.000Z","Dec '25",282.91,[[0,"89.39%",26.09,null],[3,"75.41%",42.03,null]],null],["2026-02-05T00:00:00.000Z","Feb '26",294.94,[[3,"78.72%",38.26,null]],null],["2026-02-19T00:00:00.000Z","Feb '26",298.31,[[0,"94.44%",20.33,null]],null],["2026-03-05T00:00:00.000Z","Mar '26",301.69,[[0,"94.6%",20.16,null],[2,"97.78%",16.53,null]],null],["2026-04-16T00:00:00.000Z","Apr '26",311.8,[[2,"97.8%",16.51,null],[3,"83.47%",32.84,null]],null],["2026-04-23T00:00:00.000Z","Apr '26",313.48,[[2,"100%",14,null]],null],["2026-08-13T00:00:00.000Z","Aug '26",340.44,[[0,"94.82%",19.9,null]],null],["2026-09-02T00:00:00.000Z","Sep '26",345.26,[[0,"95.39%",19.25,null]],null],["2026-09-03T00:00:00.000Z","Sep '26",345.5,[[0,"95.77%",18.82,null]],null],["2026-09-30T00:00:00.000Z","Sep '26",352,[[0,"96.4%",18.1,null]],null]]}GPQA Diamond: 96.4% (Sep '26). MATH Level 5: 98.1% (Aug '25). OTIS Mock AIME 2024–2025: 100% (Apr '26). SWE-bench Verified (Epoch v2): 83.5% (Apr '26)SOURCE: Epoch AI Benchmarking HubRANGEALLYTD12M3M1M
METR AI Task-Completion Time HorizonsMETR AI Task-Completion Time HorizonsTH1.1 50% horizon estimateTH1.1 95% CI lowerTH1.1 95% CI upper (16h cap)TH1 50% horizon estimateTH1 95% CI lowerTH1 95% CI upper (16h cap)The latest raw-data-backed TH1.1 frontier estimate is 16 hours hours for the model released on 2026-02-05; values and confidence bounds are displayed only through the 16-hour reliability ceiling.1001010.10.01Jul '23Jan '25Jan '26{"f":[360,150,40,8],"s":[["TH1.1 50% horizon estimate","#2563EB"],["TH1.1 95% CI lower","#60A5FA"],["TH1.1 95% CI upper (16h cap)","#93C5FD"],["TH1 50% horizon estimate","#475569"],["TH1 95% CI lower","#64748B"],["TH1 95% CI upper (16h cap)","#94A3B8"]],"p":[["2023-03-14T00:00:00.000Z","Mar '23",40,[[0,"0.07 hours",104.56,null],[1,"0.03 hours",113.35,null],[2,"0.13 hours",96.08,null],[3,"0.1 hours",99.45,null],[4,"0.05 hours",109.08,null],[5,"0.2 hours",91.21,null]],null],["2023-11-06T00:00:00.000Z","Nov '23",109.82,[[0,"0.07 hours",104.38,null],[1,"0.03 hours",113.39,null],[2,"0.14 hours",95.64,null],[3,"0.16 hours",93.95,null],[4,"0.07 hours",103.15,null],[5,"0.3 hours",85.79,null]],null],["2024-05-13T00:00:00.000Z","May '24",165.51,[[0,"0.12 hours",97.61,null],[1,"0.06 hours",104.99,null],[2,"0.21 hours",90.5,null],[3,"0.17 hours",92.96,null],[4,"0.08 hours",101.75,null],[5,"0.33 hours",84.91,null]],null],["2024-06-20T00:00:00.000Z","Jun '24",176.7,[[0,"0.19 hours",91.56,null],[1,"0.09 hours",100.71,null],[2,"0.38 hours",83.13,null],[3,"0.33 hours",84.74,null],[4,"0.18 hours",92.54,null],[5,"0.6 hours",77.39,null]],null],["2024-09-12T00:00:00.000Z","Sep '24",201.45,[[0,"0.34 hours",84.4,null],[1,"0.19 hours",91.33,null],[2,"0.55 hours",78.34,null],[3,"0.39 hours",82.73,null],[4,"0.21 hours",90.28,null],[5,"0.66 hours",76.22,null]],null],["2024-10-22T00:00:00.000Z","Oct '24",213.24,[[0,"0.34 hours",84.28,null],[1,"0.16 hours",93.33,null],[2,"0.67 hours",75.89,null],[3,"0.51 hours",79.39,null],[4,"0.25 hours",88.39,null],[5,"1.01 hours",70.82,null]],null],["2024-12-05T00:00:00.000Z","Dec '24",226.2,[[0,"0.65 hours",76.39,null],[1,"0.36 hours",83.6,null],[2,"1.12 hours",69.59,null],[3,"0.69 hours",75.55,null],[4,"0.33 hours",84.71,null],[5,"1.43 hours",66.57,null]],null],["2025-02-24T00:00:00.000Z","Feb '25",250.06,[[0,"1.01 hours",70.92,null],[1,"0.56 hours",78.26,null],[2,"1.79 hours",63.8,null],[3,"0.92 hours",72.02,null],[4,"0.48 hours",80.05,null],[5,"1.49 hours",66.09,null]],null],["2025-04-16T00:00:00.000Z","Apr '25",265.09,[[0,"2 hours",62.45,null],[1,"1.22 hours",68.58,null],[2,"3.19 hours",56.63,null],[3,"1.52 hours",65.78,null],[4,"0.78 hours",74.14,null],[5,"2.63 hours",59.01,null]],null],["2025-07-09T00:00:00.000Z","Jul '25",289.84,[[3,"1.75 hours",64.09,null],[4,"0.79 hours",73.88,null],[5,"3.47 hours",55.59,null]],null],["2025-08-05T00:00:00.000Z","Aug '25",297.79,[[3,"1.82 hours",63.58,null],[4,"0.93 hours",71.86,null],[5,"3.35 hours",56.05,null]],null],["2025-08-07T00:00:00.000Z","Aug '25",298.38,[[0,"3.38 hours",55.91,null],[1,"1.9 hours",63.03,null],[2,"6.78 hours",47.31,null],[3,"2.18 hours",61.35,null],[4,"1.13 hours",69.5,null],[5,"4.13 hours",53.44,null]],null],["2025-11-18T00:00:00.000Z","Nov '25",328.73,[[0,"3.74 hours",54.68,null],[1,"2.28 hours",60.79,null],[2,"6.46 hours",47.91,null]],null],["2025-11-19T00:00:00.000Z","Nov '25",329.02,[[3,"2.7 hours",58.69,null],[4,"1.34 hours",67.41,null],[5,"5.61 hours",49.66,null]],null],["2025-11-24T00:00:00.000Z","Nov '25",330.49,[[0,"4.88 hours",51.37,null],[1,"2.68 hours",58.82,null],[2,"10.64 hours",41.73,null],[3,"4.11 hours",53.5,null],[4,"1.74 hours",64.16,null],[5,"13.69 hours",38.61,null]],null],["2025-12-11T00:00:00.000Z","Dec '25",335.5,[[0,"5.87 hours",49.09,null],[1,"3.19 hours",56.65,null],[2,"14.37 hours",38.01,null]],null],["2026-02-05T00:00:00.000Z","Feb '26",352,[[0,"11.98 hours",40.26,null],[1,"5.32 hours",50.31,null],[2,"16 hours",36.68,null]],null]]}TH1.1 50% horizon estimate: 12 (Feb '26). TH1.1 95% CI lower: 5.3 (Feb '26). TH1.1 95% CI upper (16h cap): 16 (Feb '26). TH1 50% horizon estimate: 4.1 (Nov '25). TH1 95% CI lower: 1.7 (Nov '25). TH1 95% CI upper (16h cap): 13.7 (Nov '25)SOURCE: METR eval-analysis-publicRANGEALLYTD12M3M1M
MLPerf Inference Best-System ThroughputMLPerf Inference Best-System ThroughputThe best valid MLPerf Llama 2 70B Server result reached 944,902.1 tokens per second tokens per second in the 2026-09-16 round.10M1M100K10KJul '24Jul '25Jul '26{"f":[360,170,40,8],"s":[["Best valid Llama 2 70B Server result","#2563eb"]],"p":[["2024-03-27T00:00:00.000Z","Mar '24",40,[[0,"29,526.33 tokens per second",127,null]],null],["2024-08-28T00:00:00.000Z","Aug '24",93.21,[[0,"82,273.2 tokens per second",107.12,null]],null],["2025-04-01T00:00:00.000Z","Apr '25",167.84,[[0,"98,443.3 tokens per second",103.64,null]],null],["2025-09-04T00:00:00.000Z","Sep '25",221.74,[[0,"153,076.32 tokens per second",95.07,null]],null],["2026-03-26T00:00:00.000Z","Mar '26",291.88,[[0,"1,016,375 tokens per second",58.35,null]],null],["2026-09-16T00:00:00.000Z","Sep '26",352,[[0,"944,902.14 tokens per second",59.77,null]],null]]}Best valid Llama 2 70B Server result: 944.9K (Sep '26)SOURCE: MLCommons MLPerf Inference resultsRANGEALLYTD12M3M1M
Largest Documented Training Compute by Release Year: China vs. U.S.Largest Documented Training Compute by Release Year: China vs. U.S.China — annual documented maximumU.S. — annual documented maximumIn 2026-10-01, Epoch's largest documented notable-model estimate was 20,001 zettaFLOP for China and 1,000,100 zettaFLOP for the U.S.10M1M100K10K1KJan '24Jan '25Jul '26{"f":[360,150,40,8],"s":[["China — annual documented maximum","#DE2910"],["U.S. — annual documented maximum","#3C3B6E"]],"p":[["2023-12-31T00:00:00.000Z","Dec '23",40,[[0,"1,300 zettaFLOP",124.75,null],[1,"50,000 zettaFLOP",79.58,null]],null],["2024-12-31T00:00:00.000Z","Dec '24",153.62,[[0,"25,050 zettaFLOP",88.13,null],[1,"38,000 zettaFLOP",82.98,null]],null],["2025-12-31T00:00:00.000Z","Dec '25",266.94,[[0,"15,120 zettaFLOP",94.38,null],[1,"500,000 zettaFLOP",51.08,null]],null],["2026-10-01T00:00:00.000Z","Oct '26",352,[[0,"20,001 zettaFLOP",90.92,null],[1,"1,000,100 zettaFLOP",42.5,null]],null]]}China — annual documented maximum: 20K (Oct '26). U.S. — annual documented maximum: 1M (Oct '26)SOURCE: Epoch AI Models DatasetRANGEALLYTD12M3M1M
Frontier Model Training ComputeFrontier Model Training ComputeEpoch AI's frontier-model file records a training-compute high of 940,000 zettaFLOP as of 2026-09-03, up from 21,000 zettaFLOP for GPT-4 in March 2023.1M100K10KJul '23Jan '25Jul '26{"f":[360,170,40,8],"s":[["Training-compute record frontier","#7C3AED"]],"p":[["2023-03-15T00:00:00.000Z","Mar '23",40,[[0,"21,000 zettaFLOP",126.41,null]],null],["2023-12-05T23:59:59.000Z","Dec '23",105.45,[[0,"21,000 zettaFLOP",126.41,null]],null],["2023-12-06T00:00:00.000Z","Dec '23",105.45,[[0,"50,000 zettaFLOP",101.17,null]],null],["2025-02-16T23:59:59.000Z","Feb '25",213.47,[[0,"50,000 zettaFLOP",101.17,null]],null],["2025-02-17T00:00:00.000Z","Feb '25",213.47,[[0,"350,000 zettaFLOP",44.55,null]],null],["2025-02-26T23:59:59.000Z","Feb '25",215.93,[[0,"350,000 zettaFLOP",44.55,null]],null],["2025-02-27T00:00:00.000Z","Feb '25",215.93,[[0,"380,000 zettaFLOP",42.15,null]],null],["2025-07-08T23:59:59.000Z","Jul '25",248.41,[[0,"380,000 zettaFLOP",42.15,null]],null],["2025-07-09T00:00:00.000Z","Jul '25",248.41,[[0,"500,000 zettaFLOP",34.17,null]],null],["2026-09-02T23:59:59.000Z","Sep '26",352,[[0,"500,000 zettaFLOP",34.17,null]],null],["2026-09-03T00:00:00.000Z","Sep '26",352,[[0,"940,000 zettaFLOP",15.8,null]],null]]}Training-compute record frontier: 940K (Sep '26)SOURCE: Epoch AI — Data on AI ModelsRANGEALLYTD12M3M1M
Maximum API Model Context Window Over TimeMaximum API Model Context Window Over TimeThe documented record API context window was 10,000,000 tokens as of 2026-10-11.10M1M100KJul '23Jan '25Jul '26{"f":[360,170,40,8],"s":[["Record maximum context","#9333ea"]],"p":[["2023-05-11T00:00:00.000Z","May '23",40,[[0,"100,000 tokens",148,null]],null],["2023-11-06T00:00:00.000Z","Nov '23",84.71,[[0,"128,000 tokens",140.82,null]],null],["2023-11-21T00:00:00.000Z","Nov '23",88.46,[[0,"200,000 tokens",127.83,null]],null],["2024-05-21T00:00:00.000Z","May '24",133.92,[[0,"10,000,000 tokens",14,null]],null],["2026-08-27T00:00:00.000Z","Aug '26",340.76,[[0,"10,000,000 tokens",14,null]],null],["2026-10-05T00:00:00.000Z","Oct '26",350.5,[[0,"10,000,000 tokens",14,null]],null],["2026-10-11T00:00:00.000Z","Oct '26",352,[[0,"10,000,000 tokens",14,null]],null]]}Record maximum context: 10M (Oct '26)SOURCE: Official provider announcements and documentation, with Wayback corroborationRANGEALLYTD12M3M1M
Open-Weight Share of Frontier Model ReleasesOpen-Weight Share of Frontier Model ReleasesOpen-weight models accounted for 0% of Epoch frontier-model releases in the trailing 12 months ending 2026-09-30.30%20%10%0%Jan '24Jan '25Jul '26{"f":[360,170,40,8],"s":[["Open-weight share (trailing 12 months)","#7C3AED"]],"p":[["2023-12-31T00:00:00.000Z","Dec '23",40,[[0,"10%",103.33,null]],null],["2024-01-31T00:00:00.000Z","Jan '24",49.63,[[0,"9.09%",107.39,null]],null],["2024-02-29T00:00:00.000Z","Feb '24",58.65,[[0,"8.33%",110.78,null]],null],["2024-03-31T00:00:00.000Z","Mar '24",68.28,[[0,"8.33%",110.78,null]],null],["2024-04-30T00:00:00.000Z","Apr '24",77.6,[[0,"8.33%",110.78,null]],null],["2024-05-31T00:00:00.000Z","May '24",87.24,[[0,"8.33%",110.78,null]],null],["2024-06-30T00:00:00.000Z","Jun '24",96.56,[[0,"15.38%",79.28,null]],null],["2024-07-31T00:00:00.000Z","Jul '24",106.19,[[0,"23.08%",44.92,null]],null],["2024-08-31T00:00:00.000Z","Aug '24",115.82,[[0,"18.75%",64.25,null]],null],["2024-09-30T00:00:00.000Z","Sep '24",125.15,[[0,"14.29%",84.19,null]],null],["2024-10-31T00:00:00.000Z","Oct '24",134.78,[[0,"14.29%",84.19,null]],null],["2024-11-30T00:00:00.000Z","Nov '24",144.1,[[0,"15.38%",79.28,null]],null],["2024-12-31T00:00:00.000Z","Dec '24",153.74,[[0,"16.67%",73.56,null]],null],["2025-01-31T00:00:00.000Z","Jan '25",163.37,[[0,"16.67%",73.56,null]],null],["2025-02-28T00:00:00.000Z","Feb '25",172.07,[[0,"15.38%",79.28,null]],null],["2025-03-31T00:00:00.000Z","Mar '25",181.71,[[0,"21.43%",52.29,null]],null],["2025-04-30T00:00:00.000Z","Apr '25",191.03,[[0,"21.43%",52.29,null]],null],["2025-05-31T00:00:00.000Z","May '25",200.66,[[0,"23.08%",44.92,null]],null],["2025-06-30T00:00:00.000Z","Jun '25",209.98,[[0,"18.18%",66.79,null]],null],["2025-07-31T00:00:00.000Z","Jul '25",219.62,[[0,"9.09%",107.39,null]],null],["2025-08-31T00:00:00.000Z","Aug '25",229.25,[[0,"12.5%",92.17,null]],null],["2025-09-30T00:00:00.000Z","Sep '25",238.57,[[0,"12.5%",92.17,null]],null],["2025-10-31T00:00:00.000Z","Oct '25",248.21,[[0,"12.5%",92.17,null]],null],["2025-11-30T00:00:00.000Z","Nov '25",257.53,[[0,"14.29%",84.19,null]],null],["2025-12-31T00:00:00.000Z","Dec '25",267.16,[[0,"14.29%",84.19,null]],null],["2026-01-31T00:00:00.000Z","Jan '26",276.8,[[0,"16.67%",73.56,null]],null],["2026-02-28T00:00:00.000Z","Feb '26",285.5,[[0,"25%",36.33,"partial"]],null],["2026-03-31T00:00:00.000Z","Mar '26",295.13,[[0,"0%",148,"partial"]],null],["2026-04-30T00:00:00.000Z","Apr '26",304.45,[[0,"0%",148,"partial"]],null],["2026-05-31T00:00:00.000Z","May '26",314.09,[[0,"0%",148,"partial"]],null],["2026-06-30T00:00:00.000Z","Jun '26",323.41,[[0,"0%",148,"partial"]],null],["2026-09-30T00:00:00.000Z","Sep '26",352,[[0,"0%",148,"partial"]],null]]}Open-weight share (trailing 12 months): 0% (Sep '26)SOURCE: Epoch AI Models datasetRANGEALLYTD12M3M1M
Frontier Model API Lifespan by Release DateFrontier Model API Lifespan by Release DateOpenAIAnthropicGoogleAmong each provider’s latest plotted release, Google has the largest completed or right-censored age at 100 days.1.5K1K5000Jul '23Jan '25Jul '26{"f":[360,150,40,8],"s":[["OpenAI","#16a34a"],["Anthropic","#ea580c"],["Google","#2563eb"]],"p":[["2023-03-14T00:00:00.000Z","Mar '23",40,[[0,"1,108 days",43.79,null]],null],["2023-07-11T00:00:00.000Z","Jul '23",70.23,[[1,"741 days",71.68,null]],null],["2024-03-04T00:00:00.000Z","Mar '24",130.45,[[1,"672 days",76.93,null]],null],["2024-06-21T00:00:00.000Z","Jun '24",158.14,[[1,"494 days",90.46,null]],null],["2024-09-12T00:00:00.000Z","Sep '24",179.23,[[0,"319 days",103.76,null]],null],["2025-02-24T00:00:00.000Z","Feb '25",221.15,[[1,"360 days",100.64,null]],null],["2025-02-27T00:00:00.000Z","Feb '25",221.92,[[0,"137 days",117.59,null]],null],["2025-05-06T00:00:00.000Z","May '25",239.19,[[2,"210 days",112.04,null]],null],["2025-05-22T00:00:00.000Z","May '25",243.26,[[1,"389 days",98.44,null]],null],["2025-08-05T00:00:00.000Z","Aug '25",262.31,[[1,"365 days",100.26,null]],null],["2025-08-07T00:00:00.000Z","Aug '25",262.82,[[0,"385 days",98.74,"censored"]],null],["2025-11-13T00:00:00.000Z","Nov '25",287.72,[[0,"287 days",106.19,null]],null],["2025-11-18T00:00:00.000Z","Nov '25",288.99,[[2,"111 days",119.56,null]],null],["2026-02-19T00:00:00.000Z","Feb '26",312.62,[[2,"189 days",113.64,null]],null],["2026-03-05T00:00:00.000Z","Mar '26",316.18,[[0,"175 days",114.7,null]],null],["2026-04-24T00:00:00.000Z","Apr '26",328.88,[[0,"125 days",118.5,null]],null],["2026-05-19T00:00:00.000Z","May '26",335.23,[[2,"100 days",120.4,null]],null],["2026-06-09T00:00:00.000Z","Jun '26",340.57,[[1,"79 days",122,null]],null],["2026-07-09T00:00:00.000Z","Jul '26",348.19,[[0,"49 days",124.28,null]],null],["2026-07-24T00:00:00.000Z","Jul '26",352,[[1,"34 days",125.42,null]],null]]}OpenAI: 49 (Jul '26). Anthropic: 34 (Jul '26). Google: 100 (May '26)SOURCE: Official OpenAI, Anthropic, and Google launch and model-lifecycle pagesRANGEALLYTD12M3M1M
Frontier Model Releases per Month by LabFrontier Model Releases per Month by LabOpenAIGoogleAnthropicxAIMeta AINVIDIAZ.aiOtherAs of 2026-09-30, OpenAI records 1 models.3210Jan '23Jan '24Jan '25Sep '26{"f":[360,150,40,8],"s":[["OpenAI","#10a37f"],["Google","#4285f4"],["Anthropic","#d97757"],["xAI","#e11d48"],["Meta AI","#0866ff"],["NVIDIA","#76b900"],["Z.ai","#7c3aed"],["Other","#94a3b8"]],"p":[["2023-01-31T00:00:00.000Z","Jan '23",43.47,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2023-02-28T00:00:00.000Z","Feb '23",50.4,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2023-03-31T00:00:00.000Z","Mar '23",57.33,[[0,"1 models",109,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"1 models"],["2023-04-30T00:00:00.000Z","Apr '23",64.27,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"1 models",109,null]],"1 models"],["2023-05-31T00:00:00.000Z","May '23",71.2,[[0,"0 models",128,null],[1,"1 models",109,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"1 models"],["2023-06-30T00:00:00.000Z","Jun '23",78.13,[[0,"1 models",109,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"1 models"],["2023-07-31T00:00:00.000Z","Jul '23",85.07,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"1 models",109,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"1 models"],["2023-08-31T00:00:00.000Z","Aug '23",92,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2023-09-30T00:00:00.000Z","Sep '23",98.93,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"2 models",90,null]],"2 models"],["2023-10-31T00:00:00.000Z","Oct '23",105.87,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2023-11-30T00:00:00.000Z","Nov '23",112.8,[[0,"1 models",109,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"1 models",71,null]],"2 models"],["2023-12-31T00:00:00.000Z","Dec '23",119.73,[[0,"0 models",128,null],[1,"1 models",109,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"1 models"],["2024-01-31T00:00:00.000Z","Jan '24",126.67,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"1 models",109,null],[7,"0 models",128,null]],"1 models"],["2024-02-29T00:00:00.000Z","Feb '24",133.6,[[0,"0 models",128,null],[1,"1 models",109,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"1 models"],["2024-03-31T00:00:00.000Z","Mar '24",140.53,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"1 models",109,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"1 models"],["2024-04-30T00:00:00.000Z","Apr '24",147.47,[[0,"1 models",109,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"1 models"],["2024-05-31T00:00:00.000Z","May '24",154.4,[[0,"1 models",109,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"1 models"],["2024-06-30T00:00:00.000Z","Jun '24",161.33,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"1 models",109,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"1 models",71,null]],"2 models"],["2024-07-31T00:00:00.000Z","Jul '24",168.27,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"1 models",109,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"1 models"],["2024-08-31T00:00:00.000Z","Aug '24",175.2,[[0,"1 models",109,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"1 models",71,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"1 models",33,null],[7,"0 models",128,null]],"3 models"],["2024-09-30T00:00:00.000Z","Sep '24",182.13,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2024-10-31T00:00:00.000Z","Oct '24",189.07,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2024-11-30T00:00:00.000Z","Nov '24",196,[[0,"1 models",109,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"1 models"],["2024-12-31T00:00:00.000Z","Dec '24",202.93,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2025-01-31T00:00:00.000Z","Jan '25",209.87,[[0,"1 models",109,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"1 models"],["2025-02-28T00:00:00.000Z","Feb '25",216.8,[[0,"1 models",109,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"1 models",71,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"2 models"],["2025-03-31T00:00:00.000Z","Mar '25",223.73,[[0,"1 models",109,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"1 models",71,null]],"2 models"],["2025-04-30T00:00:00.000Z","Apr '25",230.67,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"1 models",109,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"1 models"],["2025-05-31T00:00:00.000Z","May '25",237.6,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2025-06-30T00:00:00.000Z","Jun '25",244.53,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2025-07-31T00:00:00.000Z","Jul '25",251.47,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"1 models",109,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"1 models"],["2025-08-31T00:00:00.000Z","Aug '25",258.4,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2025-09-30T00:00:00.000Z","Sep '25",265.33,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2025-10-31T00:00:00.000Z","Oct '25",272.27,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2025-11-30T00:00:00.000Z","Nov '25",279.2,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2025-12-31T00:00:00.000Z","Dec '25",286.13,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2026-01-31T00:00:00.000Z","Jan '26",293.07,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2026-02-28T00:00:00.000Z","Feb '26",300,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2026-03-31T00:00:00.000Z","Mar '26",306.93,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2026-04-30T00:00:00.000Z","Apr '26",313.87,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2026-05-31T00:00:00.000Z","May '26",320.8,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2026-06-30T00:00:00.000Z","Jun '26",327.73,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2026-07-31T00:00:00.000Z","Jul '26",334.67,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2026-08-31T00:00:00.000Z","Aug '26",341.6,[[0,"0 models",128,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"0 models"],["2026-09-30T00:00:00.000Z","Sep '26",348.53,[[0,"1 models",109,null],[1,"0 models",128,null],[2,"0 models",128,null],[3,"0 models",128,null],[4,"0 models",128,null],[5,"0 models",128,null],[6,"0 models",128,null],[7,"0 models",128,null]],"1 models"]]}OpenAI: 1 (Sep '26). Google: 0 (Sep '26). Anthropic: 0 (Sep '26). xAI: 0 (Sep '26). Meta AI: 0 (Sep '26). NVIDIA: 0 (Sep '26). Z.ai: 0 (Sep '26). Other: 0 (Sep '26)SOURCE: Epoch AI — Frontier AI ModelsRANGEALLYTD12M3M1M