Use case provisional data

Best AI models for text: benchmark comparison

Writing, summarizing, answering and reasoning. What separates models here is reasoning on hard questions and factual accuracy.

Direct answer: On GPQA Diamond, the top score among the models on this page is Gemini 4 Argon, with 96.4%, per Epoch AI.

How to read this table

  1. Each row is a model. ClickTap the name to open the full page, with sources and version history. ClickTap a header to sort.
  2. Benchmark scores are percentages, and higher is better. I always compare the same metric, from the same source, in the latest version we checked. In this section, in the 90% to 100% range, I treat a gap of 1 or 2 points as possible measurement noise.
  3. The "?" next to each column explains what it measures and when it matters. "No data" means there is no measurement in the open sources this section uses. "Provisional data" marks a field derived by a rule, such as use case.
  4. Input and output prices are the OpenRouter list price, in US dollars per 1 million tokens, and the two can differ a lot. The "to check" badge marks an odd value in the source, which is left out of recommendations. Usage is the token share in OpenRouter's public ranking, for the latest day published by that source. Downloads are the official Hugging Face repository's 30-day window. Epoch's GPQA Diamond and OpenRouter's GPQA Diamond measure the same test, but they can differ.
Text ClickTap a header to sort.
?what it is?????????
Gemini 4 ArgonGoogleclosedUS$ 2.00US$ 10.001,048,57696.4%no data78.7%76%0.54%no data
GPT-6 AstraOpenAIclosedUS$ 10.00US$ 50.001,050,00095.8%no data69.7%75.6%no datano data
Claude Sonnet 5.5AnthropicclosedUS$ 2.00US$ 10.001,000,00095.6%no data78.8%46.5%1.18%no data
GPT-6.1 SolOpenAIclosedUS$ 2.00US$ 10.001,050,00095.4%no data70.7%73.9%1.62%no data
Gemini 3.8 FlashGoogleclosedUS$ 0.82US$ 4.121,048,57695.4%no data76.7%69.7%0.82%no data
Gemini 3.7 FlashGoogleclosedUS$ 0.75US$ 3.751,048,57694.8%no data80.7%69.2%no datano data
GPT-5.4 ProOpenAIclosedUS$ 30.00US$ 180.001,050,00094.6%no datano data46.3%no datano data
Gemini 3.1 ProGoogleclosedUS$ 2.00US$ 12.001,048,57694.4%75.6%77%73.5%no datano data
GPT-6.1 TerraOpenAIclosedUS$ 1.00US$ 5.001,050,00094.3%no data70%57.3%0.58%no data
GPT-6 SolOpenAIclosedUS$ 2.00US$ 10.001,050,00094.3%no data70.2%60.7%no datano data
Kimi K3.1 ProMoonshot AIopenUS$ 2.00US$ 10.001,048,57694.2%no data78.7%62.2%2.51%no data
Gemini 3.6 FlashGoogleclosedUS$ 0.75US$ 3.751,048,57694.1%no data76.3%66.2%no datano data
GPT-5.5OpenAIclosedUS$ 5.00US$ 30.001,050,00094%80.6%74.7%63%no datano data
Grok 4.6xAIclosedUS$ 2.00US$ 6.00500,00094%no data75.3%49.3%no datano data
Claude Fable 5.2AnthropicclosedUS$ 8.00US$ 40.001,000,00093.9%no datano data94%no datano data
Claude Opus 5AnthropicclosedUS$ 5.00US$ 25.001,000,00093.9%no data78.7%59.9%no datano data
GPT-5.5 ProOpenAIclosedUS$ 30.00US$ 180.001,050,00093.9%no datano datano datano datano data
GPT-5.6 SolOpenAIclosedUS$ 4.40US$ 22.001,050,00093.5%no data74.2%69.7%no datano data
Grok 4.5xAIclosedUS$ 2.00US$ 6.00500,00093.4%no datano data48.3%no datano data
GPT-5.4OpenAIclosedUS$ 2.50US$ 15.001,050,00093.3%76.9%75%45.1%no datano data
GPT-5.6 TerraOpenAIclosedUS$ 2.00US$ 12.001,050,00093.3%no data72.3%43.2%no datano data
DeepSeek V4.1 FlashDeepSeekopenUS$ 0.022US$ 0.401,048,57693.2%no data77.8%42.9%32.17%no data
Kimi K3Moonshot AIopenUS$ 0.19 to checkUS$ 16.001,048,57693.1%no data76.2%50.6%0.5%no data
Doubao Seed Evolving (Nov 2026)ByteDanceclosedno datano datano data93.1%no datano data41.9%no datano data
Gemini 3.5 FlashGoogleclosedUS$ 1.50US$ 9.001,048,57692.8%79.3%73%66.2%no datano data
Grok 4.7xAIclosedUS$ 2.00US$ 6.00500,00092.7%no data75.3%56%0.22%no data
Qwen3.8 MaxAlibabaclosedUS$ 2.00US$ 6.001,000,00092.7%no datano data47.3%no datano data
GLM-5.2Zhipu AI (Z.ai)openUS$ 0.007 to checkUS$ 6.801,048,57691.9%78.7%76.7%34.2%0.43%no data
DeepSeek V4 ProDeepSeekopenUS$ 0.96US$ 1.911,048,57691.7%77.6%78.6%52.9%0.66%no data
GPT-5.6 LunaOpenAIclosedUS$ 0.20US$ 1.201,050,00091.6%no data72.7%41%0.68%no data
GPT-5.2OpenAIclosedUS$ 1.75US$ 14.00400,00091.4%73.8%no data37.1%no datano data
Claude Opus 4.8AnthropicclosedUS$ 5.00US$ 25.001,000,00091%no data77.5%53%no datano data
DeepSeek V4 Flash 0731DeepSeekopenno datano datano data91%no datano data33.6%no datano data
GLM-5.3Zhipu AI (Z.ai)openUS$ 0.07US$ 1.401,048,57690.9%no data78.8%41%1.55%no data
MiniMax M3MiniMaxopenUS$ 0.30US$ 1.201,048,57690.9%no data76.3%no data0.3%no data
Qwen3.7 MaxAlibabaclosedUS$ 1.48US$ 4.421,000,00090.9%77.3%72%55.8%no datano data
Kimi K2.6Moonshot AIopenUS$ 0.65US$ 3.41262,14490.8%76.7%74.9%34.9%no datano data
Claude Opus 5.5AnthropicclosedUS$ 4.00US$ 20.001,000,00090.6%no data75.3%72.2%3.21%no data
GPT-6 LunaOpenAIclosedUS$ 0.10US$ 0.501,050,00090.5%no data68.4%41.4%3.42%no data
Claude Sonnet 5AnthropicclosedUS$ 2.00US$ 10.001,000,00090.5%no data75.4%33.7%0.25%no data
Claude Opus 4.6AnthropicclosedUS$ 5.00US$ 25.001,000,00090.5%78.7%75.8%47%no datano data
GLM-5.3-FlashZhipu AI (Z.ai)openUS$ 0.04US$ 0.0781,048,57690.2%no data76.3%no data5.09%no data
Mistral Large 4Mistral AIopenUS$ 0.70US$ 2.101,048,57690.2%no datano data22.4%no datano data
Claude Opus 4.7AnthropicclosedUS$ 5.00US$ 25.001,000,00090.2%83.5%77.8%51.7%no datano data
GLM 5.1Zhipu AI (Z.ai)openUS$ 1.40US$ 4.40204,80089.9%74.2%75.8%34%no data867,145
Muse SparkMetaclosedno datano datano data89.8%no datano datano datano datano data
Claude Haiku 5.5AnthropicclosedUS$ 0.10 to checkUS$ 0.501,000,00089.6%no data74%23.8%1.27%no data
Doubao Seed 2.1 TurboByteDanceclosedno datano datano data89.6%no datano data29.7%no datano data
Grok 4.20xAIclosedUS$ 1.25US$ 2.502,000,00089.3%no datano data30.2%no datano data
Doubao Seed 2.1 ProByteDanceclosedno datano datano data89.3%no datano data44.7%no datano data
Grok 4.3 BetaxAIclosedno datano datano data88.8%no datano data33.2%no datano data
Muse Spark OpenMetaopenUS$ 1.25US$ 4.251,048,57688.6%no data75.7%56.6%no datano data
Qwen3.6 PlusAlibabaclosedUS$ 0.33US$ 1.951,000,00088.4%57.9%no data44.1%no datano data
Doubao-Seed-2.0 ProByteDanceclosedno datano datano data88.2%no datano data39.4%no datano data
Doubao Seed 2.0 Lite (Apr 2026)ByteDanceclosedno datano datano data88.1%no datano data31.5%no datano data
Kimi K2.7 CodeMoonshot AIopenUS$ 0.60US$ 3.50262,14487.9%no data77.3%36.5%no data91,687
Qwen3.7 PlusAlibabaclosedUS$ 0.32US$ 1.281,000,00087.9%no data72.7%no datano datano data
GLM 5Zhipu AI (Z.ai)openUS$ 1.00US$ 3.20204,80087.8%72.1%76.9%no datano data1,370,207
Kimi K2.5Moonshot AIopenUS$ 0.53US$ 3.33262,14487.6%73.8%73.8%34.3%no data393,277
GPT-5.1OpenAIclosedUS$ 1.25US$ 10.00400,00087.6%68%80%48%no datano data
Claude Sonnet 4.6AnthropicclosedUS$ 3.00US$ 15.001,000,00087.4%75.2%74.8%35.5%no datano data
Grok 4xAIclosedno datano datano data87%no datano datano datano datano data
GPT-5.4 MiniOpenAIclosedUS$ 0.75US$ 4.50400,00086.9%no data66.7%29.4%no datano data
Qwen3.5 397B A17BAlibabaopenUS$ 0.60US$ 3.60262,14486.4%no data80.2%no datano data826,220
GPT-5OpenAIclosedUS$ 1.25US$ 10.00400,00086.2%73.6%70.7%50.1%no datano data
Claude Opus 4.5AnthropicclosedUS$ 5.00US$ 25.00200,00086%76.7%76.6%45.7%no datano data
Claude Fable 5AnthropicclosedUS$ 10.00US$ 50.001,000,00085.9%no data82%70.7%no datano data
Qwen3.6 27BAlibabaopenUS$ 0.32US$ 3.20262,14485.9%no data79%no datano data2,365,084
Nemotron 3 UltraNVIDIAopenUS$ 0.60US$ 2.40262,14485.4%no datano datano data1.77%1,080,025
Gemini 2.5 ProGoogleclosedUS$ 1.25US$ 10.001,048,57685.3%57.6%60%no datano datano data
Qwen3.6 35B A3BAlibabaopenUS$ 0.10US$ 0.90262,14484.8%no data76.2%no datano data4,177,044
Qwen 3.5 Plus (hosted 397B-A17B)Alibabaundisclosedno datano datano data84.8%no datano data25.4%no datano data
Kimi K2 ThinkingMoonshot AIopenUS$ 0.60US$ 2.50262,14484.2%no datano datano datano data53,302
Qwen3.5-35B-A3BAlibabaopenUS$ 0.14US$ 1.00262,14483.5%no data78.7%no datano data1,582,689
DeepSeek V3.2DeepSeekopenUS$ 0.26US$ 0.38163,84083.4%no data74.7%no datano datano data
Gemini 3.5 Flash LiteGoogleclosedUS$ 0.30US$ 2.501,048,57683.3%no data78.3%no datano datano data
Qwen3.6 FlashAlibabaundisclosedUS$ 0.19US$ 1.121,000,00083.3%no datano data15.9%no datano data
GLM 4.7Zhipu AI (Z.ai)openUS$ 0.60US$ 2.20204,80083.3%no data76%32.2%no data47,416
GPT-5.5 InstantOpenAIclosedno datano datano data82.5%no datano datano datano datano data
Qwen3.7 FlashAlibabaclosedUS$ 0.03US$ 0.131,000,00082.3%no datano datano data0.2%no data
Claude Sonnet 4.5AnthropicclosedUS$ 3.00US$ 15.001,000,00082.3%71.3%74.9%30.7%no datano data
Qwen3.5-FlashAlibabaundisclosedUS$ 0.065US$ 0.261,000,00082.3%no datano data20.3%no datano data
Gemini 3.1 Flash LiteGoogleclosedUS$ 0.25US$ 1.501,048,57681.8%no data72.7%no data0.26%no data
o3OpenAIclosedUS$ 2.00US$ 8.00200,00081.8%62.3%no data49.4%no datano data
Qwen3-235B-A22BAlibabaopenUS$ 0.14US$ 0.80262,14480.1%no data47.9%40.4%no datano data
o4-miniOpenAIclosedno datano datano data79.6%no datano data19.6%no datano data
Claude Sonnet 4Anthropicclosedno datano datano data79.2%no datano datano datano datano data
Qwen3.5-9BAlibabaopenUS$ 0.052US$ 0.077262,14479%no data75.7%no datano data6,370,574
GPT-5.4 NanoOpenAIclosedUS$ 0.20US$ 1.25400,00078.5%no data65.6%11.7%no datano data
Doubao-Seed-1.6ByteDanceclosedno datano datano data77.6%no datano data17.4%no datano data
Claude Opus 4.1AnthropicclosedUS$ 15.00US$ 75.00200,00077.3%73.3%no datano datano datano data
o3-miniOpenAIclosedno datano datano data77%no datano data15.3%no datano data
o1OpenAIclosedno datano datano data76.8%no datano data41.1%no datano data
DeepSeek R1DeepSeekopenUS$ 0.50US$ 2.15163,84076.3%no data58%no datano datano data
Grok-3 minixAIclosedno datano datano data76.3%no datano datano datano datano data
gpt-oss-120bOpenAIopenUS$ 0.15US$ 0.60131,07275.8%no data67.3%no data0.24%no data
Gemma 4 31BGoogleopenUS$ 0.20US$ 0.40262,14475.8%no data77%10.4%0.22%no data
Grok 3xAIclosedno datano datano data75.8%no datano datano datano datano data
GPT-5 MiniOpenAIclosedUS$ 0.25US$ 2.00400,00075%64.7%72.4%21.6%no datano data
Gemma 4 26B A4BGoogleopenUS$ 0.08US$ 0.10262,14473.2%no data70.6%no data0.21%5,439,703
Qwen3-MaxAlibabaclosedno datano datano data72.6%no datano data48.7%no datano data
Claude Haiku 4.5AnthropicclosedUS$ 1.00US$ 5.00200,00071.2%no data66.4%13.2%no datano data
Qwen3 30B A3BAlibabaopenUS$ 0.12US$ 0.5040,96070.1%no data47%no datano data1,135,784
GPT-5 NanoOpenAIclosedUS$ 0.05US$ 0.40400,00069.4%no data48.3%11.7%no datano data
GPT-4.5OpenAIclosedno datano datano data68.7%no datano datano datano datano data
DeepSeek V3DeepSeekopenUS$ 0.29US$ 1.14163,84067.6%no data43.8%no datano datano data
Llama 4 MaverickMetaopenUS$ 0.35US$ 1.00524,28867%no data43.4%no datano data11,953
GPT-4.1OpenAIclosedUS$ 2.00US$ 8.001,047,57666.9%48.5%52.3%31.1%no datano data
GPT-4.1 MiniOpenAIclosedUS$ 0.40US$ 1.601,047,57665.8%no data45.1%12.7%no datano data
Qwen3 32BAlibabaopenUS$ 0.08US$ 0.28131,07265.7%no data54.3%no datano data3,001,273
Gemini 2.0 ProGoogleclosedno datano datano data65.7%no datano datano datano datano data
QWQ-PlusAlibabaclosedno datano datano data65.4%no datano datano datano datano data
QwQ-32BAlibabaopenno datano datano data65.3%no datano datano datano datano data
DeepSeek-R1-Distill-Qwen-32BDeepSeekopenno datano datano data64.1%no datano datano datano datano data
Gemini 2.0 FlashGoogleclosedno datano datano data64.1%no datano datano datano datano data
Qwen3 14BAlibabaopenUS$ 0.10US$ 0.2240,96063.8%no data44%no datano data12,907,991
o1-miniOpenAIclosedno datano datano data62.4%no datano datano datano datano data
gpt-oss-20bOpenAIopenUS$ 0.03US$ 0.13131,07260.8%no data53.5%no datano datano data
Mistral Medium 3Mistral AIclosedUS$ 0.40US$ 2.00131,07259.5%no datano datano datano datano data
Gemini 1.5 ProGoogleclosedno datano datano data57.2%no datano datano datano datano data
Gemini 2.0 Flash ThinkingGoogleclosedno datano datano data57.1%no datano datano datano datano data
Qwen3-8BAlibabaopenno datano datano data56.8%no datano datano datano datano data
DeepSeek V3DeepSeekopenUS$ 0.32US$ 0.89163,84056.5%no data43%no datano data1,486,147
Phi 4MicrosoftopenUS$ 0.07US$ 0.1416,38456.1%no datano datano datano datano data
Magistral Small 1.0Mistral AIopenno datano datano data56.1%no datano datano datano datano data
Qwen2.5-MaxAlibabaclosedno datano datano data56.1%no datano datano datano datano data
DeepSeek-R1-Distill-Llama-70BDeepSeekopenno datano datano data55.7%no datano datano datano datano data
Claude 3.5 Sonnet (October 2024)Anthropicclosedno datano datano data55.3%no datano datano datano datano data
Claude 3.5 SonnetAnthropicclosedno datano datano data54%no datano datano datano datano data
Grok-2xAIclosedno datano datano data53.8%no datano datano datano datano data
Qwen3-4BAlibabaopenno datano datano data52.3%no datano datano datano datano data
Llama 4 ScoutMetaopenUS$ 0.10US$ 0.301,310,72051.8%no datano datano datano data111,251
Mistral Large 2Mistral AIopenno datano datano data51.3%no datano datano datano datano data
Llama 3.1-405BMetaopenno datano datano data50.9%no datano datano datano datano data
o1-previewOpenAIclosedno datano datano data50.3%no datano datano datano datano data
GPT-4oOpenAIclosedUS$ 2.50US$ 10.00128,00049.2%31%43.2%26%no datano data
Mistral Small 3.2Mistral AIopenno datano datano data49.1%no datano datano datano datano data
Qwen2.5-72BAlibabaopenno datano datano data49.1%no datano datano datano datano data
GPT-4.1 NanoOpenAIclosedUS$ 0.10US$ 0.401,047,57648.9%no data14%6%no datano data
Qwen-PlusAlibabaclosedUS$ 0.26US$ 0.781,000,00048.1%no datano datano datano datano data
Gemma 3 27BGoogleopenUS$ 0.08US$ 0.35131,07247.7%no datano datano datano datano data
Magistral Small 1.2Mistral AIopenno datano datano data47.6%no datano datano datano datano data
Mistral Small 3.1Mistral AIopenno datano datano data47.5%no datano datano datano datano data
Llama 3.3 70BMetaopenno datano datano data47.4%no datano datano datano datano data
Mistral Small 3Mistral AIopenUS$ 0.05US$ 0.0832,76847.3%no datano datano datano data92,200
Gemini 1.5 FlashGoogleclosedno datano datano data47.3%no datano datano datano datano data
Claude 3 OpusAnthropicclosedno datano datano data47.2%no datano data12.6%no datano data
GPT-4 Turbo (Apr 2024)OpenAIclosedno datano datano data46.6%no datano datano datano datano data
Tulu 3 (Tülu 3) 70BAi2 (Allen Institute)openno datano datano data46.3%no datano datano datano datano data
Qwen2.5-32BAlibabaopenno datano datano data46.1%no datano datano datano datano data
DeepSeek-R1-Distill-Qwen-14BDeepSeekopenno datano datano data44.7%no datano datano datano datano data
Llama 3.1-70BMetaopenno datano datano data44.2%no datano datano datano datano data
WizardLM-2 8x22BMicrosoftopenno datano datano data43.4%no datano datano datano datano data
GPT-4 Turbo (Nov 2023)OpenAIclosedno datano datano data42.4%no datano datano datano datano data
Qwen-TurboAlibabaclosedno datano datano data41.8%no datano datano datano datano data
Llama 3.2 90BMetaopenno datano datano data41%no datano datano datano datano data
Qwen2-72BAlibabaopenno datano datano data40.8%no datano datano datano datano data
Claude 3 SonnetAnthropicclosedno datano datano data40.6%no datano datano datano datano data
Llama 3-70BMetaopenno datano datano data40.6%no datano datano datano datano data
Gemma 3 12BGoogleopenUS$ 0.05US$ 0.15131,07239.5%no data48%no datano datano data
Mistral LargeMistral AIclosedUS$ 2.00US$ 6.00128,00038.8%no datano datano datano datano data
Claude 3.5 HaikuAnthropicclosedno datano datano data38.1%no datano datano datano datano data
Qwen3-1.7BAlibabaopenno datano datano data38%no datano datano datano datano data
GPT-4o-miniOpenAIclosedUS$ 0.15US$ 0.60128,00037.7%no data30.7%8.3%no datano data
Gemma 2 27BGoogleopenUS$ 0.65US$ 0.658,19236.5%no datano datano datano datano data
Claude 3 HaikuAnthropicclosedno datano datano data36.3%no datano datano datano datano data
GPT-4OpenAIclosedUS$ 30.00US$ 60.008,19135.7%no datano datano datano datano data
Qwen2.5-7BAlibabaopenno datano datano data35.5%no datano datano datano datano data
Claude 2Anthropicclosedno datano datano data34.7%no datano datano datano datano data
Mixtral 8x22BMistral AIopenno datano datano data34.1%no datano datano datano datano data
Gemini 1.0 ProGoogleclosedno datano datano data34%no datano datano datano datano data
DeepSeek-R1-Distill-Qwen-1.5BDeepSeekopenno datano datano data33.6%no datano datano datano datano data
Claude 2.1Anthropicclosedno datano datano data33%no datano datano datano datano data
Gemini 1.5 Flash 8BGoogleclosedno datano datano data33%no datano datano datano datano data
Yi-1.5-34B01.AIopenno datano datano data32%no datano datano datano datano data
Qwen1.5-32BAlibabaopenno datano datano data30.7%no datano datano datano datano data
Mixtral 8x7BMistral AIopenno datano datano data30.6%no datano datano datano datano data
Mistral NemoMistral AIopenUS$ 0.029US$ 0.03131,07229.9%no datano datano datano data96,932
Qwen1.5-72BAlibabaopenno datano datano data28.8%no datano datano datano datano data
GPT-3.5 TurboOpenAIclosedno datano datano data28%no datano datano datano datano data
phi-3-medium 14BMicrosoftopenno datano datano data27.6%no datano datano datano datano data
Gemma 2 9BGoogleopenno datano datano data27.5%no datano datano datano datano data
Ministral 8BMistral AIopenno datano datano data27.1%no datano datano datano datano data
Llama 3.1-8BMetaopenno datano datano data27%no datano datano datano datano data
Llama 2-70BMetaopenno datano datano data26.3%no datano datano datano datano data
Llama 3-8BMetaopenno datano datano data26.1%no datano datano datano datano data
Ministral 3BMistral AIclosedno datano datano data25.3%no datano datano datano datano data
DeepSeek LLM 67BDeepSeekopenno datano datano data24.6%no datano datano datano datano data
Llama 3.2 1BMetaopenno datano datano data23.9%no datano datano datano datano data
Gemma 3 4BGoogleopenUS$ 0.05US$ 0.10131,07223.2%no datano datano datano datano data
Gemma 3 1BGoogleopenno datano datano data19.9%no datano datano datano datano data
Mistral 7BMistral AIopenno datano datano data15.2%no datano datano datano datano data
Yi-34B01.AIopenno datano datano data14.7%no datano datano datano datano data
Hy4TencentopenUS$ 0.42US$ 1.251,048,576no datano data77.6%no data10.74%no data
Step 5 PreviewStepFunopenUS$ 1.00US$ 2.701,000,000no datano datano datano data3.25%no data
DeepSeek V4 Flash 0423DeepSeekopenUS$ 0.09US$ 0.181,048,576no datano data81.7%no data2.85%1,168,829
MiMo-V2.6-FlashXiaomiopenUS$ 0.14US$ 0.281,050,000no datano data78.2%no data2.22%76,859
MiniMax M3.1 FlashMiniMaxopenUS$ 0.15US$ 0.601,048,576no datano data74.7%no data1.89%55,087
Muse Spark 1.3 ContributorMetaundisclosedUS$ 0.10US$ 0.201,048,576no datano datano datano data1.6%no data
Nemotron 3.5 Super VLNVIDIAopenUS$ 0.15US$ 0.471,048,576no datano data74.9%no data1.49%no data
Hy3TencentopenUS$ 0.13US$ 0.53262,144no datano datano datano data1.09%1,141,189
Qwen3.8 FlashAlibabaopenUS$ 0.15US$ 0.471,000,000no datano data76.4%no data0.7%no data
Solar Mini 4UpstageundisclosedUS$ 0.05US$ 0.20524,288no datano datano datano data0.59%no data
MiMo V2.6 ProXiaomiopenUS$ 0.43US$ 0.871,050,000no datano data78.9%no data0.54%no data
Nemotron 3.5 LightningNVIDIAopenUS$ 0.07US$ 0.20262,144no datano data71.5%no data0.52%1,070,415
Qwen3.8 27BAlibabaopenUS$ 0.15US$ 1.881,048,575no datano data78%no data0.34%7,443,748
Gemini 3 Flash PreviewGoogleundisclosedUS$ 0.50US$ 3.001,048,576no datano data73.3%no data0.32%no data
GPT-6 Luna ProOpenAIundisclosedUS$ 0.10US$ 0.501,050,000no datano data69.3%no data0.31%no data
Solar Pro 4UpstageundisclosedUS$ 0.15US$ 0.60524,288no datano datano datano data0.2%no data
Gemini 2.5 Flash LiteGoogleundisclosedUS$ 0.10US$ 0.401,048,576no datano data53.7%no data0.17%no data
Qwen3-CoderAlibabaopenUS$ 0.30US$ 1.00262,144no datano data48%no datano data58,791
Nova 2 LiteAmazonundisclosedUS$ 0.30US$ 2.501,000,000no datano datano datano datano datano data
Nova Lite 1.0AmazonundisclosedUS$ 0.06US$ 0.24300,000no datano datano datano datano datano data
Nova Micro 1.0AmazonundisclosedUS$ 0.035US$ 0.14128,000no datano data76.7%no datano datano data
Nova Premier 1.0AmazonundisclosedUS$ 2.50US$ 12.501,000,000no datano datano datano datano datano data
Nova Pro 1.0AmazonundisclosedUS$ 0.80US$ 3.20300,000no datano datano datano datano datano data
Claude Fable 5.1AnthropicclosedUS$ 10.00US$ 50.001,000,000no datano data79.2%70.8%no datano data
Seed 1.6ByteDanceundisclosedno datano datano datano datano datano datano datano datano data
Seed 1.6 FlashByteDanceundisclosedno datano datano datano datano datano datano datano datano data
Seed 2.1 TurboByteDanceundisclosedUS$ 0.50US$ 2.50262,144no datano datano datano datano datano data
Seed-2.0-CodeByteDanceundisclosedno datano datano datano datano datano datano datano datano data
Seed-2.0-LiteByteDanceundisclosedUS$ 0.25US$ 2.00262,144no datano datano datano datano datano data
Seed-2.0-MiniByteDanceundisclosedUS$ 0.10US$ 0.40262,144no datano datano datano datano datano data
UI-TARS 7BByteDanceopenUS$ 0.10US$ 0.20128,000no datano datano datano datano data179,546
Command ACohereopenUS$ 2.50US$ 10.00256,000no datano datano datano datano datano data
Command A+CohereundisclosedUS$ 0.30US$ 1.50192,000no datano datano datano datano datano data
Command R (08-2024)CohereundisclosedUS$ 0.15US$ 0.60128,000no datano datano datano datano datano data
Command R+ (08-2024)CohereundisclosedUS$ 2.50US$ 10.00128,000no datano datano datano datano datano data
Command R7B (12-2024)CohereundisclosedUS$ 0.037US$ 0.15128,000no datano datano datano datano datano data
DeepSeek V3.1DeepSeekopenUS$ 0.25US$ 0.95163,840no datano data73.1%no datano data266,086
DeepSeek V3.1 TerminusDeepSeekopenUS$ 0.27US$ 1.00163,840no datano data73%no datano data9,250
DeepSeek V3.2 ExpDeepSeekopenUS$ 0.27US$ 0.41163,840no datano datano datano datano data45,262
DeepSeek V4 Flash Vision ExpDeepSeekopenUS$ 0.44US$ 1.321,048,576no datano data76.7%no datano data148,215
Gemini 2.5 FlashGoogleclosedUS$ 0.30US$ 2.501,048,576no datano data59.1%no datano datano data
Nano Banana (Gemini 2.5 Flash Image)GoogleundisclosedUS$ 0.30US$ 2.5032,768no datano datano datano datano datano data
Gemini 2.5 Pro Preview 06-05GoogleundisclosedUS$ 1.25US$ 10.001,048,576no datano datano datano datano datano data
Nano Banana Pro (Gemini 3 Pro Image)GoogleundisclosedUS$ 2.00US$ 12.00131,072no datano datano datano datano datano data
Nano Banana Pro (Gemini 3 Pro Image Preview)GoogleundisclosedUS$ 2.00US$ 12.0065,536no datano datano datano datano datano data
Nano Banana 2 (Gemini 3.1 Flash Image)GoogleundisclosedUS$ 0.50US$ 3.00131,072no datano datano datano datano datano data
Nano Banana 2 (Gemini 3.1 Flash Image Preview)GoogleundisclosedUS$ 0.50US$ 3.0065,536no datano datano datano datano datano data
Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)GoogleundisclosedUS$ 0.25US$ 1.5065,536no datano datano datano datano datano data
Gemini 3.1 Flash Lite PreviewGoogleundisclosedUS$ 0.25US$ 1.501,048,576no datano datano datano datano datano data
Gemini 3.1 Pro Preview Custom ToolsGoogleundisclosedUS$ 2.00US$ 12.001,048,576no datano datano datano datano datano data
Nano Banana 2.1GoogleundisclosedUS$ 1.50US$ 7.5065,536no datano datano datano datano datano data
Gemini Omni 1.1 FlashGoogleundisclosedUS$ 1.50US$ 9.00131,072no datano datano datano datano datano data
Gemini Omni 1.2 FlashGoogleundisclosedUS$ 1.50US$ 9.00131,072no datano datano datano datano datano data
Lyria 3 Clip PreviewGoogleundisclosedUS$ 0US$ 01,048,576no datano datano datano datano datano data
Lyria 3 Pro PreviewGoogleundisclosedUS$ 0US$ 01,048,576no datano datano datano datano datano data
Granite 4.2 8BIBMopenUS$ 0.06US$ 0.15131,072no datano data64%no datano datano data
Ling 3.0 FlashAnt GroupopenUS$ 0.021US$ 0.063262,144no datano data74%no datano data9,515
Ling 3.0 Flash VLAnt GroupopenUS$ 0.06US$ 0.18131,072no datano data72%no datano data9,945
Ling 3.0 TinyAnt GroupopenUS$ 0.015US$ 0.045262,144no datano datano datano datano data13,841
Ling 3.1 FlashAnt GroupundisclosedUS$ 0.045US$ 0.141,000,000no datano data79.3%no datano datano data
LFM2.5-2.6BLiquid AIopenUS$ 0.35US$ 0.50128,000no datano datano datano datano data47,737
LFM2.5-24B-A2BLiquid AIopenUS$ 0.05US$ 0.70128,000no datano datano datano datano data39,597
LFM3-1.7BLiquid AIopenUS$ 0.08US$ 0.20262,144no datano datano datano datano data82,718
LongCat 2.0MeituanopenUS$ 0.30US$ 1.201,048,756no datano datano datano datano data3,024
Llama 3.1 70B InstructMetaopenUS$ 0.72US$ 0.72131,072no datano datano datano datano datano data
Llama 3.1 8B InstructMetaopenUS$ 0.02US$ 0.04131,072no datano data23.5%no datano datano data
Llama 3.2 1B InstructMetaopenUS$ 0.027US$ 0.2060,000no datano datano datano datano data1,341,667
Llama 3.2 3B InstructMetaopenUS$ 0.05US$ 0.33131,072no datano datano datano datano data857,037
Llama 3.3 70B InstructMetaopenUS$ 0.71US$ 0.71131,072no datano data39.9%no datano data349,408
Llama Guard 4 12BMetaopenUS$ 0.18US$ 0.18163,840no datano datano datano datano data96,682
Muse EmberMetaundisclosedUS$ 0.10US$ 0.501,048,576no datano datano datano datano datano data
Muse Glimmer 30BMetaopenUS$ 0.30US$ 1.20131,072no datano data77.2%no datano datano data
Muse Spark 1.1MetaclosedUS$ 1.25US$ 4.251,048,576no datano datano data57.8%no datano data
Muse Spark 1.2MetaclosedUS$ 1.25US$ 4.251,048,576no datano datano data60.3%no datano data
Muse Spark 1.2 ContributorMetaundisclosedUS$ 0.10US$ 0.201,048,576no datano datano datano datano datano data
Muse Spark 1.3MetaclosedUS$ 1.25US$ 4.251,048,576no datano datano datano datano datano data
Muse WonderMetaclosedUS$ 4.00US$ 20.001,048,576no datano datano datano datano datano data
MiniMax M2.5MiniMaxopenUS$ 0.27US$ 1.08200,000no datano data69.2%no datano data1,184,681
MiniMax M2.7MiniMaxopenUS$ 0.21US$ 0.84196,608no datano data73.4%no datano data303,481
Codestral 2508Mistral AIundisclosedUS$ 0.30US$ 0.90256,000no datano datano datano datano datano data
Devstral 2 2512Mistral AIopenUS$ 0.40US$ 2.00262,144no datano datano datano datano data6,656
Ministral 3 14B 2512Mistral AIopenUS$ 0.20US$ 0.20262,144no datano datano datano datano data180,348
Ministral 3 3B 2512Mistral AIopenUS$ 0.10US$ 0.10131,072no datano datano datano datano data66,175
Ministral 3 8B 2512Mistral AIopenUS$ 0.15US$ 0.15262,144no datano datano datano datano data93,502
Mistral Medium 3.5Mistral AIundisclosedUS$ 1.50US$ 7.50262,144no datano datano datano datano datano data
Mistral Medium 3.1Mistral AIundisclosedUS$ 0.40US$ 2.00131,072no datano datano datano datano datano data
SabaMistral AIundisclosedUS$ 0.20US$ 0.6032,768no datano datano datano datano datano data
Mistral Small 4Mistral AIopenUS$ 0.15US$ 0.60262,144no datano data46%no datano data28,703
Mistral Small 3.1 24BMistral AIopenUS$ 0.35US$ 0.56128,000no datano datano datano datano data161,294
Mistral Small 3.2 24BMistral AIopenUS$ 0.10US$ 0.30256,000no datano datano datano datano data104,505
Mixtral 8x22B InstructMistral AIopenUS$ 2.00US$ 6.0065,536no datano datano datano datano data39,252
Voxtral Small 24B 2507Mistral AIopenUS$ 0.10US$ 0.3032,768no datano datano datano datano data6,535
Kimi K2 0711Moonshot AIopenUS$ 0.57US$ 2.30131,072no datano datano datano datano data277,844
Nemotron 3 Nano 30B A3BNVIDIAopenUS$ 0.06US$ 0.24262,144no datano data52%no datano data1,556,699
Nemotron 3 SuperNVIDIAopenUS$ 0.075US$ 0.40262,144no datano datano datano datano data35,797
Nemotron 3.5 Content SafetyNVIDIAopenUS$ 0.20US$ 0.20131,072no datano datano datano datano data45,206
SwitchyardNVIDIAundisclosedno datano data1,000,000no datano datano datano datano datano data
GPT-3.5 Turbo (older v0613)OpenAIundisclosedUS$ 1.00US$ 2.004,095no datano datano datano datano datano data
GPT-3.5 Turbo 16kOpenAIundisclosedUS$ 3.00US$ 4.0016,385no datano datano datano datano datano data
GPT-5 ImageOpenAIundisclosedUS$ 10.00US$ 10.00400,000no datano datano datano datano datano data
GPT-5 Image MiniOpenAIundisclosedUS$ 2.50US$ 2.00400,000no datano datano datano datano datano data
GPT-5 ProOpenAIclosedUS$ 15.00US$ 120.00400,000no datano datano datano datano datano data
GPT-5.1-CodexOpenAIundisclosedUS$ 1.25US$ 10.00400,000no datano datano datano datano datano data
GPT-5.1-Codex-MaxOpenAIundisclosedUS$ 1.25US$ 10.00400,000no datano datano datano datano datano data
GPT-5.1-Codex-MiniOpenAIundisclosedUS$ 0.25US$ 2.00400,000no datano datano datano datano datano data
GPT-5.2 ChatOpenAIundisclosedUS$ 1.75US$ 14.00128,000no datano datano datano datano datano data
GPT-5.2-CodexOpenAIundisclosedUS$ 1.75US$ 14.00400,000no datano datano datano datano datano data
GPT-5.2 ProOpenAIclosedUS$ 21.00US$ 168.00400,000no datano datano datano datano datano data
GPT-5.3-CodexOpenAIclosedUS$ 1.75US$ 14.00400,000no data74.8%75.3%no datano datano data
GPT-5.4 Image 2OpenAIundisclosedUS$ 8.00US$ 15.00272,000no datano datano datano datano datano data
GPT-5.6 Luna ProOpenAIundisclosedUS$ 0.20US$ 1.201,050,000no datano data70.7%no datano datano data
GPT-5.6 Sol ProOpenAIundisclosedUS$ 4.00US$ 20.001,050,000no datano data71.7%no datano datano data
GPT-5.6 Terra ProOpenAIundisclosedUS$ 2.00US$ 12.001,050,000no datano datano datano datano datano data
GPT-6 Astra ProOpenAIundisclosedUS$ 10.00US$ 50.001,050,000no datano data72.7%no datano datano data
GPT-6 Sol ProOpenAIundisclosedUS$ 2.00US$ 10.001,050,000no datano datano datano datano datano data
GPT-6.1 Sol ProOpenAIundisclosedUS$ 2.00US$ 10.001,050,000no datano datano datano datano datano data
GPT-6.1 Terra ProOpenAIundisclosedUS$ 1.00US$ 5.001,050,000no datano datano datano datano datano data
GPT AudioOpenAIundisclosedUS$ 2.50US$ 10.00128,000no datano datano datano datano datano data
GPT Audio MiniOpenAIundisclosedUS$ 0.60US$ 2.40128,000no datano datano datano datano datano data
GPT Chat LatestOpenAIundisclosedUS$ 5.00US$ 30.00400,000no datano datano datano datano datano data
gpt-oss-safeguard-20bOpenAIopenUS$ 0.075US$ 0.30131,072no datano datano datano datano datano data
o3 ProOpenAIundisclosedUS$ 20.00US$ 80.00200,000no datano datano datano datano datano data
Qwen2.5 72B InstructAlibabaopenUS$ 0.36US$ 0.4032,768no datano data27.3%no datano data151,833
Qwen2.5 7B InstructAlibabaopenno datano datano datano datano datano datano datano data6,075,622
Qwen2.5 Coder 32B InstructAlibabaopenUS$ 0.66US$ 1.0032,768no datano datano datano datano data547,627
Qwen2.5 VL 72B InstructAlibabaopenUS$ 0.80US$ 1.00128,000no datano datano datano datano data99,097
Qwen3 235B A22B Thinking 2507AlibabaopenUS$ 0.45US$ 3.50128,000no datano data61.7%no datano data8,177
Qwen3 30B A3B Instruct 2507AlibabaopenUS$ 0.10US$ 0.30262,144no datano data41.5%no datano data880,864
Qwen3 Coder 30B A3B InstructAlibabaopenUS$ 0.15US$ 0.60262,144no datano data46%no datano data1,679,625
Qwen3 Coder FlashAlibabaundisclosedUS$ 0.20US$ 0.971,000,000no datano datano datano datano datano data
Qwen3 Coder NextAlibabaopenUS$ 0.12US$ 0.80262,144no datano data60.7%no datano data425,899
Qwen3 Next 80B A3B InstructAlibabaopenUS$ 0.09US$ 1.10262,144no datano data47.5%no datano data129,851
Qwen3 VL 235B A22B InstructAlibabaopenUS$ 0.21US$ 1.90262,144no datano data48%no datano data325,913
Qwen3 VL 30B A3B InstructAlibabaopenUS$ 0.15US$ 0.60262,144no datano data41.3%no datano data446,889
Qwen3 VL 30B A3B ThinkingAlibabaopenUS$ 0.29US$ 1.00262,144no datano datano datano datano data9,400
Qwen3 VL 8B InstructAlibabaopenUS$ 0.25US$ 0.75262,144no datano data32.7%no datano data7,052,170
Qwen3.5-122B-A10BAlibabaopenUS$ 0.26US$ 2.08262,144no datano data77.7%no datano data880,973
Qwen3.5-27BAlibabaopenUS$ 0.26US$ 2.60262,144no datano datano datano datano data1,661,103
Qwen3.5 Plus 2026-02-15AlibabaundisclosedUS$ 0.26US$ 1.561,000,000no datano datano datano datano datano data
Qwen3.5 Plus 2026-04-20AlibabaundisclosedUS$ 0.30US$ 1.801,000,000no datano datano datano datano datano data
Qwen3.8 2.4T A95BAlibabaopenUS$ 2.00US$ 6.001,048,576no datano data77.4%no datano data26,226
Qwen3.8 Max PrimeAlibabaundisclosedUS$ 4.00US$ 12.001,000,000no datano datano datano datano datano data
Qwen3.8 Omni FlashAlibabaundisclosedUS$ 0.15US$ 0.471,000,000no datano datano datano datano datano data
Step 3.5 FlashStepFunopenUS$ 0.10US$ 0.30262,144no datano datano datano datano data188,228
Step 3.7 FlashStepFunopenUS$ 0.20US$ 1.15262,144no datano datano datano datano data10,411
Hunyuan A13B InstructTencentopenUS$ 0.14US$ 0.57131,072no datano datano datano datano data69,061
Hy-MT2-1.8BTencentopenUS$ 0.044US$ 0.188,192no datano datano datano datano data23,283
Hy-MT2-30B-A3BTencentopenUS$ 0.074US$ 0.298,192no datano datano datano datano data4,444
Hy-MT2-7BTencentopenUS$ 0.074US$ 0.298,192no datano datano datano datano data34,212
Hy3 previewTencentopenUS$ 0.18US$ 0.60262,144no datano datano datano datano data69,777
Grok 4.20 Multi-AgentxAIundisclosedUS$ 1.25US$ 2.502,000,000no datano datano datano datano datano data
Grok 4.3xAIundisclosedUS$ 1.25US$ 2.501,000,000no datano datano datano datano datano data
Grok Build 0.1xAIundisclosedUS$ 1.00US$ 2.00256,000no datano datano datano datano datano data
MiMo-V2.5XiaomiopenUS$ 0.40US$ 2.001,000,000no datano data74.7%no datano data100,669
MiMo-V2.5-ProXiaomiopenUS$ 0.48US$ 1.801,024,000no datano data74.1%no datano data9,642
MiMo-V2.6-Pro-UltraSpeedXiaomiundisclosedUS$ 4.35US$ 8.701,048,576no datano datano datano datano datano data
GLM 4.5Zhipu AI (Z.ai)openUS$ 0.60US$ 2.20131,072no datano datano datano datano data113,522
GLM 4.5 AirZhipu AI (Z.ai)openUS$ 0.20US$ 1.10131,072no datano datano datano datano data1,258,503
GLM 4.5VZhipu AI (Z.ai)openUS$ 0.60US$ 1.8065,536no datano datano datano datano data15,564
GLM 4.6Zhipu AI (Z.ai)openUS$ 0.50US$ 2.00204,800no datano data73.3%no datano data27,796
GLM 4.6VZhipu AI (Z.ai)openUS$ 0.30US$ 0.90131,072no datano data60.7%no datano data5,245
GLM 4.7 FlashZhipu AI (Z.ai)openUS$ 0.06US$ 0.40200,000no datano data69.7%no datano data1,071,754
GLM 5 TurboZhipu AI (Z.ai)undisclosedUS$ 1.20US$ 4.00202,752no datano datano datano datano datano data
GLM 5.3 FlashXZhipu AI (Z.ai)undisclosedUS$ 0.37US$ 1.251,048,576no datano datano datano datano datano data
GLM 5.3 FlashX LegalZhipu AI (Z.ai)undisclosedUS$ 0.37US$ 1.251,048,576no datano datano datano datano datano data
GLM 5.3 PrimeZhipu AI (Z.ai)undisclosedUS$ 2.80US$ 8.801,000,000no datano datano datano datano datano data
GLM 5V TurboZhipu AI (Z.ai)undisclosedUS$ 1.20US$ 4.00202,752no datano datano datano datano datano data
Qwen3.5-4BAlibabaopenno datano datano datano datano datano datano datano datano data

Which model to use for what

This pick follows the data and changes when the data does.

Text

GPQA Diamond ?

What does this mean?

What it measures: GPQA Diamond, on the Epoch AI leaderboard (CC BY 4.0, latest version we checked), is 198 biology, physics and chemistry questions written by PhDs. A quick search almost never settles them. The score is the share of correct answers.

When it matters: I look at this score when the work needs technical reasoning, like reviewing a dense product memo or a calculation write-up. In this section, in the 90% to 100% range, I treat a small gap as possible measurement noise.

Compare with

Code · Agents · Image · Video · Voice · Transcription

Sources

  • Epoch AI, CC BY 4.0, latest version we checked.
  • OpenRouter Benchmarks, CC BY 4.0, latest version we checked.
  • OpenRouter, dados públicos da API; exports de benchmarks e rankings em CC BY 4.0, latest version we checked.
  • Hugging Face Hub, metadados públicos do Hub; licença de cada modelo no repositório, latest version we checked.

Dates come from the sources: OpenRouter listing or Hugging Face repo creation, which may differ from the official launch. Family and version were grouped by rule from the name.