AI Models with 1M+ Context

AI models with 1 million+ token context windows ranked by score. Compare Gemini, Claude, and other long-context models.

62
Models
13
Providers
12
Open Source
$0.75
Median $/1M in
#▲ModelAvgaider editaider poly?ANLI?APEX-Agents?ARC AI2?ARC-AGI?ARC-AGI-2?aa agentic?aa coding ?aa qualityaa critptaa gdpvalaa gpqa diaa humanitaa ifbenchaa long coaa mmmu praa scicodeaa tau2 beaa terminaseal audioseal audioseal audioBalrog?BBH?hf bbhC-EvalCadEval?charxiv re?charxiv re?arena elo arena elo chess puzz?Cl Benchcl bench lCMMLUCSQA2Cybench?deepresear?DeepsweDtbenchEbr BenchEnigmaEvalExploitbenchfiction li?FortressFrontiercodefrontierma?frontierma?frontiermafrontiermaFrontierswefurniture GdpvalGeoBench?GPQAGPQA diamond?graphwalks?GSM8K?GSO-Bench?HellaSwag?HELM — GPQAhelm ifevahelm mmlu helm omni helm wildbHLE?hle toolsseal humanseal humanIFEvaljp jcommonJHumanEvalJMMLUJNLIJSQuADLAMBADA?lech mazur?livebench livebench livebench livebench livebench livebench livebench livebench jp overallLmcaMASKMATH level 5?MATH Level 5MCP Atlasmetr time MirrorcodeMMLU?MMLU-PROMMMLUmmmlu armmmlu bnmmmlu zhmmmlu frmmmlu demmmlu himmmlu idmmmlu itmmmlu jammmlu kommmlu ptmmmlu esmmmlu swmmmlu yoseal multiMultiNRCMUSRmystery gaOpenBookQA?oc aime202oc gpqa dioc hleoc ifevaloc livecodoc mmlu prOSWorld?Osworld 2 0otis mock ?PIQA?posttrainbseal pro rseal pro rProofbenchseal properemote labseal remotScienceQA?SciPredictSimpleBench?simpleqa v?surface evseal swe aseal swe aswe bench swe bench swe bench seal swe bseal swe bswe bench ?swe bench ?terminal b?the agent ?TriviaQA?TutorBenchUSAMOVideoMME?VISTAseal visuaVPCT?WeirdML?Winogrande?$/1M inContextReleased
1Anthropic logoClaude Mythos Preview🇺🇸 Anthropic99.8----------------------------86.193.2--------------------------94.580.0--------56.864.7----------------------------92.7-------------------------79.6-----------------87.359.077.8--93.9-82.0---97.6------n/a1.0MApr 266mo ago
2Anthropic logoClaude Opus 5.5🇺🇸 Anthropic96.8---73.5-97.592.5--57.631.767.3-61.4-84.787.766.9----------------------98.271.4----54.6--95.091.262.376.2---87.5------------------------------80.3-----77.4--------------------68.0---------100.0----100.0------72.2---------------------$4.001.0MSep 2614d ago
3OpenAI logoGPT-6 Astra🇺🇸 OpenAI96.3---64.7-98.595.0--52.731.752.196.154.7-80.786.956.5-----68.3--------70.5------74.195.576.2----53.3--97.693.765.571.4---94.4---------52.5--------------------75.7-----46.7--------------------82.4---------100.0----99.0-20.8----75.6-------------------93.6-$10.001.1MSep 261mo ago
4Anthropic logoClaude Sonnet 5.5🇺🇸 Anthropic89.2---75.5-----56.031.467.0-55.0-82.7-61.0----------------------------52.1--80.588.861.964.3---94.1---------------------------------------------------------61.5---------100.0----100.0------46.5---------------------$2.001.0MSep 268d ago
5Anthropic logoClaude Fable 5.1🇺🇸 Anthropic88.2---68.6-97.590.0--53.429.761.793.759.1-85.3-63.1--------------44.2-------96.057.1----50.9--87.890.256.357.1-------------43.8--------------------77.0-----73.3--------------------53.7---------100.0----100.0-17.9----70.8-------------------92.9-$10.001.0MSep 261mo ago
6Anthropic logoClaude Opus 5🇺🇸 Anthropic86.5---65.8-97.590.4----------------63.4--------39.0------73.796.545.7----53.4--73.285.652.044.0---91.8------------------------------75.8--------------------------54.8--------31.498.9-35.0--99.0-----76.759.9-------------------91.8-$5.001.0MJul 262mo ago
7Anthropic logoClaude Fable 5🇺🇸 Anthropic83.6---63.6-98.589.252.876.559.9--------------------1653.91507.637.9------69.997.339.5----53.5--90.287.047.08.3---81.1------------------------------71.9-----63.9--------------------47.1---------100.0-41.8--95.0-16.1---78.370.795.0------------------91.9-$10.001.0MJun 263mo ago
8Anthropic logoClaude Opus 4.6 (Fast)🇺🇸 Anthropic83.3-------67.648.153.0--------------------1542.21503.7--------------------------------------------------------96.3--------------------------------------53.352.3---4.2-----33.336.7--------------27.5---$30.001.0MApr 266mo ago
9OpenAI logoGPT-5.6 Sol🇺🇸 OpenAI80.9---51.4-97.592.5----------------60.0--------62.1------72.793.344.8----47.5--82.989.132.238.1---91.3------------------------------69.7-----20.0--------------------53.7--------27.3100.0-36.2--83.0-----66.069.793.1------------------89.4-$2.001.1MJul 262mo ago
10OpenAI logoGPT-5.4 Pro🇺🇸 OpenAI80.7-----94.583.3-------------------------58.6--------------50.037.558.582.5-----92.8---------41.5--------------------------------------------------------------------68.947.8-------------------57.4-$30.001.1MMar 267mo ago
11OpenAI logoGPT-5.6 Terra🇺🇸 OpenAI76.5---58.2-96.583.9--42.130.047.792.542.971.283.080.755.086.357.6---53.2--------51.6------69.688.9-----41.3--70.786.0-34.5---91.1------------------------------64.7--------------------------28.4---------99.7----74.0-----38.743.283.8------------------78.3-$2.001.1MJul 262mo ago
12Google DeepMind logoGemini 2.5 Pro Preview 06-05🇺🇸 Google DeepMind73.5-83.1---------------------------------------------------------------------------------------------------------------------------------------------10.1------55.6--54.6----$1.251.0MJun 251y ago
13Anthropic logoClaude Opus 4.8🇺🇸 Anthropic71.8---48.9-92.572.1-----------------------1534.11474.530.6-----50.259.091.528.6----46.547.231.356.180.0-17.9---88.0--47.1---------------------------67.7--------------------------29.5--------20.698.3-33.8--69.0-8.3---57.853.087.5------------------82.9-$5.001.0MMay 264mo ago
14Alibaba Qwen logoQwen3.7 Max🇨🇳 Alibaba QwenOpen69.8-------30.666.046.0----------------------14.8-------87.19.5-------34.164.6-----87.9---------------------51.774.271.874.079.785.374.383.3-51.8--------------------------25.1---------95.5----26.0-----64.555.8--------77.3------------$1.251.0MMay 264mo ago
15moonshotai logoKimi K3🇨🇳 moonshotai68.9---50.6-94.560.4--43.623.452.093.546.9-88.780.559.5--------------35.8------68.585.3-----44.2--39.072.225.96.0---90.8------------------------------62.0--------------------------18.5---------97.2-32.0--87.0-----52.850.695.0------------------82.6-$0.671.0MJul 262mo ago
16DeepSeek logoDeepSeek V4 Flash🇨🇳 DeepSeekOpen68.6-------31.156.240.3---------------------1436.0--------77.3-------------------------------------50.069.268.063.170.179.767.370.6-42.2-----------------------------------------------35.6--------------------45.6-$0.031.0MApr 265mo ago
17Google DeepMind logoGemini 3.8 Flash🇺🇸 Google DeepMind67.7---64.3-----40.918.345.695.347.8-81.385.656.6--------------59.0------73.892.9-----41.2--21.968.419.62.4---93.9---------41.7--------------------62.2--------------------------41.6---------98.9----48.0------69.776.9--------------------$0.751.0MSep 261mo ago
18DeepSeek logoDeepSeek V4 Pro 0813🇨🇳 DeepSeek66.8---47.3-90.561.3--20.40.027.6-10.6-50.7-39.9--------------44.2-------89.8-----28.6--26.864.6-----88.9------------------------------53.5--------------------------37.2---------98.6----50.0------52.9-------------------66.2-$0.551.0MAug 261mo ago
19Google DeepMind logoGemini 3.7 Flash🇺🇸 Google DeepMind66.4---67.8-95.584.6-------------------------44.2------65.594.7-----43.6--36.671.620.30.0---93.1------------------------------59.3--------------------------30.6---------97.2----58.0-5.0----69.2---------------------$0.751.0MAug 261mo ago
20Anthropic logoClaude Opus 4.6🇺🇸 Anthropic66.4---46.3-94.069.2-----------------------1537.01497.317.020.717.0--93.055.3-85.312.7----26.640.722.926.866.0-0.0---87.4--33.3------31.1--------------------65.696.3---78.9---------------------17.4---------94.4-23.253.352.350.0-4.24.2--61.146.5-33.336.7-----78.7-79.8------27.5-77.9-$5.001.0MFeb 268mo ago
21Anthropic logoClaude Sonnet 5🇺🇸 Anthropic66.3---54.5----------------------------31.6------53.987.5-----42.7--29.365.6-----87.4--37.3---------------------------58.9--------------------------28.4---------94.7----77.0-----52.733.760.0------------------68.8-$2.001.0MJun 263mo ago
22OpenAI logoGPT-5.4🇺🇸 OpenAI66.0---52.4-93.774.069.457.357.2--------------------1395.01464.841.127.921.7---35.151.890.725.4-----47.627.149.078.6-10.7---91.1--31.4------33.0--------------------61.1----74.315.6--------------------30.6---------97.8-20.2--56.0------45.1--------76.9-81.8--------57.4-$2.501.1MMar 267mo ago
23Anthropic logoClaude Opus 4.7🇺🇸 Anthropic65.6---49.2-93.575.8-----------------------1555.31494.126.4-------91.119.1-26.5--38.543.822.931.770.2-4.8---86.9--44.1------33.0--------------------61.4-----31.1--------------------20.7--------18.297.8-28.6--54.0-----54.051.7--------83.5-80.2--------76.4-$5.001.0MApr 265mo ago
24Google DeepMind logoGemini 3.1 Pro Preview🇺🇸 Google DeepMind65.0---35.3-98.077.121.468.829.717.713.894.147.077.182.082.458.795.653.8---57.0------1446.21487.052.620.816.9---47.811.795.114.319.826.1---36.916.726.859.6-0.0---92.6--22.6------43.7--------------------63.3----77.08.9-----------------71.464.7-27.3---------95.6-22.0--26.0-----75.573.5--------75.6-80.2------29.0-72.1-$2.001.0MFeb 267mo ago
25OpenAI logoGPT-5.6 Luna🇺🇸 OpenAI64.8-----88.059.5----------------45.6--------36.9------67.281.8-----39.8--61.082.1-17.9---88.8------------------------------57.1--------------------------13.0---------98.3----60.0-----36.241.061.9------------------60.9-$0.201.1MJul 262mo ago
26z-ai logoGLM 5.2🇨🇳 z-aiOpen64.7-----77.022.843.168.851.1--------------------1593.31471.016.9------43.889.39.5----24.5--29.359.2-----89.1---------------------73.379.773.762.376.289.876.278.6-53.9--------------------------10.8---------86.4-31.7--35.0-----50.634.255.6-------78.7----------70.1-$1.001.0MJun 263mo ago
27z-ai logoGLM 5.3🇨🇳 z-ai63.1---56.6-----44.819.157.891.742.3-79.7-59.0--------------16.9------69.079.5-----40.1--29.368.830.2----87.9------------------------------65.3--------------------------26.2---------91.1----49.0------41.0-------------------75.4-$1.401.0MAug 261mo ago
28Alibaba Qwen logoQwen3.6 Plus🇨🇳 Alibaba QwenOpen62.8-------27.654.539.6--------------------1460.71443.412.720.3------69.8------26.213.9-38.3-----84.5---------------------55.078.269.958.375.083.770.875.8-38.9--------------------------3.1---------93.3-----------44.1--------57.9------------$0.331.0MApr 266mo ago
29xAI logoGrok 4.3🇺🇸 xAI61.7-------24.142.337.6--------------------1356.61441.421.1-------84.5--------14.642.8-----85.1---------------------50.069.955.862.873.684.366.770.8-45.1------------------------------------93.3----11.0------33.2-------------------49.9-$1.251.0MApr 265mo ago
30Google DeepMind logoGemini 3.5 Flash🇺🇸 Google DeepMind61.3---27.5-92.572.137.570.150.2--------------------1505.51476.347.4------37.491.14.8-----39.014.626.862.8-----90.4------------------------------55.5--------------------------25.1---------95.5----31.0-----72.066.258.1-------79.3----------62.6-$1.501.0MMay 264mo ago
31DeepSeek logoDeepSeek V4 Pro🇨🇳 DeepSeekOpen60.8-------36.459.436.018.047.192.841.0-80.3-51.0------------1446.01457.815.8-13.5-----84.5-----17.6--2.445.3-----87.9---------------------56.770.074.562.478.190.773.682.7-48.5--------------------------8.6---------96.7----16.0------47.040.0-------77.6----------48.9-$0.211.0MApr 265mo ago
32Google DeepMind logoGemini 3.6 Flash🇺🇸 Google DeepMind60.6---46.9-91.260.4-------------------------40.0------46.792.5-----34.4--21.959.0-0.0---92.2------------------------------52.9--------------------------22.9---------94.2----36.0------66.2-------------------56.1-$0.751.0MJul 262mo ago
33DeepSeek logoDeepSeek V4 Flash 0731🇨🇳 DeepSeek60.1-----89.061.4-------------------------29.5-------84.9-----18.8--24.457.5-----88.0------------------------------49.1--------------------------27.3---------94.4----56.0-----53.333.6-------------------63.0-$0.021.0MJul 262mo ago
34xiaomi logoMiMo-V2-Pro🇨🇳 xiaomi59.6-------62.841.449.2--------------------1433.41445.0----------------------------------------------30.068.849.243.269.177.058.169.7------------------------------------------------------------------------$1.001.0MMar 266mo ago
35Google DeepMind logoGemini 2.5 Pro🇺🇸 Google DeepMind58.7-83.1-6.6-41.04.932.731.927.0----------46.9-46.943.3---64.0--1227.01445.615.8-----42.8-70.7---91.7--14.14.20.024.6--23.381.0-80.4--3.9-74.984.086.341.685.717.7----------83.8---------40.9-95.6--55.4-----------------------88.784.721.190.071.385.8--84.7------0.8---54.956.0--------57.6-32.630.3------19.654.0-$1.251.0MJun 251y ago
36DeepSeek logoDeepSeek V4.1 Flash🇨🇳 DeepSeek58.7---------39.514.355.0-39.2-84.077.051.9----------------------83.1----------------------------------------------55.3-----------------------------------------54.0-------46.3--------------------$0.151.0MSep 2626d ago
37writer logoPalmyra X5🇺🇸 writer57.0-------------------------------------------------------------66.182.380.441.578.0--------------------------------------------------------------------------------------------$0.601.0MJan 268mo ago
38Alibaba Qwen logoQwen3.8 Max (0902)🇨🇳 Alibaba Qwen56.8---------45.417.758.692.843.1-80.382.852.1------------1671.21481.625.3------57.586.7--------46.374.715.80.0---90.2------------------------------54.4--------------------------31.7---------99.4----58.0------45.8---------------------$2.001.0MSep 261mo ago
39xAI logoGrok 4.20🇺🇸 xAI56.5-----89.565.1-------------------------20.022.211.9-----83.5--------17.144.9-----85.8------------------------------45.5------------------------------------92.2----14.0------30.2----------57.3--------52.3-$1.252.0MMar 266mo ago
40minimax logoMiniMax M3🇨🇳 minimaxOpen55.1---37.7---35.458.629.23.737.392.939.082.983.078.647.188.942.4----------1482.01440.19.5-------64.9-----14.7---------87.9---------------------60.068.276.257.576.877.070.074.5-39.6--------------------------0.0--------4.671.1----18.0-----35.0-55.0--------------------$0.301.0MMay 264mo ago
41Google DeepMind logoGemini 3 Flash Preview🇺🇸 Google DeepMind54.2---24.0-84.733.649.742.646.4-------------48.1------1438.91472.738.0-----49.8-81.8------35.64.217.151.2---88.0-85.9--9.8---------------------------50.7---57.4----------------------18.5---------92.8----15.0----22.253.367.4--------75.4-64.3-------58.961.6-$0.501.0MDec 259mo ago
42Anthropic logoClaude Sonnet 4.6🇺🇸 Anthropic52.5---43.0-86.560.440.863.047.2--------------------1521.41472.213.0-----54.929.983.1--23.6--24.332.413.8-------83.2------------------------------54.7--------------------------7.5-------72.19.385.8-16.4--45.0------35.5-31.231.8-----75.2-53.4--------66.1-$3.001.0MFeb 267mo ago
43z-ai logoGLM 5.3 Flash🇨🇳 z-ai48.9---52.8-----41.815.457.391.239.9-80.0-51.6------------1615.61473.09.5------63.4------31.8--17.155.8-----86.9---------------------------------------------------------0.0---------93.9----21.0-------52.5--------------------$0.151.0MAug 261mo ago
44Google DeepMind logoGemini 3.1 Flash Lite🇺🇸 Google DeepMind47.0-------6.234.725.0----------------------21.1-----37.3-61.3---------27.7-----75.8---------4.0--------------------41.2------------------------------------80.0-------------------------------52.2-$0.251.0MMay 265mo ago
45Alibaba Qwen logoQwen3.6 Flash🇨🇳 Alibaba QwenOpen46.6--------------------------------15.8-------61.8------10.30.0-22.5-----77.8---------------------46.764.958.847.263.178.960.462.9-36.5--------------------------9.7---------84.4----------22.215.9---------------------$0.191.0MApr 265mo ago
46Alibaba Qwen logoQwen3.8 27B🇨🇳 Alibaba Qwen45.6---------33.75.446.290.533.9-82.076.346.6------------1591.21437.7--------80.0----------------------------------------------48.7-----------------------------------------16.0-------45.0--------------------$0.421.0MAug 261mo ago
47NVIDIA logoNemotron 3 Ultra🇺🇸 NVIDIAOpen45.6-------27.449.322.93.125.086.728.481.479.3-40.383.336.4------------7.4-------83.5-----13.6---------80.5---------------------46.771.342.058.252.254.551.837.5-43.4--------------------------11.9---------86.7----2.0--------------------------43.5-$0.501.0MJun 264mo ago
48Google DeepMind logoGemini 2.0 Flash Lite🇺🇸 Google DeepMind45.3-------------------------------------------------------------50.082.472.037.479.0--------------------------------------------------------------------------------------------$0.071.0MFeb 251y ago
49Alibaba Qwen logoQwen3.7 Flash🇨🇳 Alibaba Qwen44.6--------------------------------19.0-----------------19.3-----76.4---------------------------------------------------------6.4---------86.7---------------------------------$0.031.0MJul 262mo ago
50Anthropic logoClaude Sonnet 4.5🇺🇸 Anthropic44.6-----63.713.6-------------------------7.4----60.052.6-72.02.4-----15.24.22.423.9--42.5--76.4--14.7------9.4--------------------45.6-97.7--67.4---------------------8.6-------62.9-77.8-9.9--19.0-2.1---45.230.7--------71.370.646.5-------9.747.7-$3.001.0MSep 251y ago
51Google DeepMind logoGemini 2.0 Flash🇺🇸 Google DeepMind44.4-38.2----1.3--------------------30.0---1360.0------------61.1--1.7------77.0-52.2----55.684.173.745.980.0-----------71.5-----------82.2----72.9-----------------------------31.0----------17.3------------11.4-------25.8-$0.101.0MFeb 251y ago
52Alibaba Qwen logoQwen3.7 Plus🇨🇳 Alibaba QwenOpen43.2-------20.855.925.29.112.890.035.678.073.080.546.193.047.0-----------1455.820.0-------73.3-----10.2---34.4-----83.8------------------------------44.2--------------------------8.6--------2.893.3---------------------------------$0.321.0MJun 264mo ago
53Google DeepMind logoGemini 3.5 Flash Lite🇺🇸 Google DeepMind38.5-----53.510.3--22.20.023.583.818.8-76.079.041.3------------1439.71455.017.9-------72.5--------0.026.0-----77.8------------------------------44.2--------------------------10.8---------71.1----13.0--------------------------39.0-$0.301.0MJul 262mo ago
54OpenAI logoGPT-4.1🇺🇸 OpenAI37.9-52.4---5.50.4--------------------42.0----1.1-----29.3-47.1---63.9--5.50.1-6.0---72.0-55.9----65.983.881.147.185.40.6--------------------30.1-83.0----------------------------------38.3----------12.431.1--------48.539.6---------39.0-$2.001.0MApr 251y ago
55Google DeepMind logoGemini 2.5 Flash🇺🇸 Google DeepMind37.3-47.1-1.8-32.32.5-------------40.0-40.033.5-------1409.4------29.2-60.9---47.2--8.56.9-----73.0------39.089.863.938.481.77.7----------76.5---------32.3------------------------------------73.0----------29.4-----------17.141.1------7.041.0-$0.301.0MJun 251y ago
56Alibaba Qwen logoQwen3.5-Flash🇨🇳 Alibaba QwenOpen36.5------------------------------1243.11395.916.9-------71.5------6.20.0-18.3-----76.4------------------------------34.3--------------------------11.9---------84.4-----------20.3---------------------$0.071.0MFeb 267mo ago
57OpenAI logoGPT-4.1 Mini🇺🇸 OpenAI35.2-32.4---3.50.1--------------------16.0----2.1-------48.0---44.4--4.5--6.7-----54.5----61.490.478.349.183.8---------------------24.9-87.3------------------------0.0---------44.7-----------12.7---------23.9---------37.6-$0.401.0MApr 251y ago
58Google DeepMind logoGemini 2.5 Flash Lite🇺🇸 Google DeepMind32.5-------11.718.121.6------------------------------38.0---47.2----------------30.981.053.748.081.8---------------------21.3--------------------------------------------------------------------35.2-$0.101.0MJul 251y ago
59OpenAI logoGPT-4.1 Nano🇺🇸 OpenAI22.4-8.9---0.10.1---------------------------------20.9---25.0--1.0--------31.9----50.784.355.036.781.1---------------------6.4-70.0----------------------------------28.8-----------6.0-------------------19.0-$0.101.0MApr 251y ago
60Meta logoLlama 4 Maverick🇺🇸 MetaOpen22.1-15.6---4.40.11.316.310.00.00.067.14.943.050.062.131.717.86.8--------------------36.5---46.2--1.2------52.0-56.0---------0.9----------62.0---------18.7-73.0----------------------------------20.5----------13.2----------21.0---------24.5-$0.191.0MApr 251y ago
61Meta logoLlama 4 Scout🇺🇸 MetaOpen16.5-----0.50.11.18.28.10.00.058.73.839.527.752.921.315.51.5--------------------29.8---36.0--0.0--------35.8------------------------------14.1-62.3----------------------------------7.7---------------------9.1-----------$0.101.3MApr 251y ago
90+ Gold 80-89 70-79 60-69 <60Scores in % unless noted. Avg = unweighted mean across tested benchmarks.

All AI models with context windows of 1 million tokens or more, ranked by benchmark score. Long-context models can process entire codebases, books, or document collections in a single prompt.

Which AI models have the largest context window?

Several models now support 1M+ token contexts, including models from Google (Gemini), Anthropic (Claude), and others. The leaderboard above lists them all.

Does context window size affect quality?

Most models maintain strong performance within their stated context window, though some show degradation at the extremes. Benchmark scores above reflect overall model quality, not context-specific performance.