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Benchmark AI

Intelligenza

Intelligence Index
  1. 5858Claude Opus 5.5 (Max)
  2. 5656Claude Opus 5.5 (Xhigh)
  3. 5656Claude Sonnet 5.5 (Max)
  4. 5656Muse Wonder Full (Max)
  5. 5555Kimi K3.1 Pro
  6. 5454Claude Opus 5.5 (High)
  7. 5353Claude Fable 5.1 (Max)
  8. 5353Claude Fable 5.1 (Xhigh)
  9. 5353GPT-6 Astra (Max)
  10. 5353Gemini 4 Argon (High)
Dati di Artificial Analysis

Velocità

token al secondo
  1. 879879K2 Horizon 375B A23B
  2. 446446Nemotron 3.5 Super VL
  3. 414414Gemini 3.5 Flash-Lite
  4. 363363Beam 1.0
  5. 234234Claude Haiku 5.5 (Max)
  6. 229229Step 5 Preview
  7. 223223Inkling Small
  8. 213213Ling 3.1 Flash
  9. 195195Inkling (Xhigh)
  10. 186186Claude Haiku 5.5 (Xhigh)
Dati di Artificial Analysis

Costo per task

$ per task dell'Intelligence Index
  1. $0,070,07GPT-6 Luna (Max)
  2. $0,130,13MiMo-V2.6-Pro
  3. $0,190,19Nemotron 3.5 Super VL
  4. $0,210,21Claude Haiku 5.5 (Max)
  5. $0,220,22MiniMax-M3.1-Flash
  6. $0,230,23Beam 1.0
  7. $0,260,26DeepSeek V4.1 Flash 1017 (Max)
  8. $0,280,28GLM-5.3-Flash
  9. $0,720,72GPT-6.1 Sol (Max)
  10. $0,840,84Muse Spark Open (Xhigh)
Dati di Artificial Analysis

Changelog

  1. Nuovo modello valutato · 23 ottKimi K3.1 Pro
  2. Nuovo modello valutato · 23 ottNemotron 3.5 Bolt E4B 4GB (Reasoning)
  3. Nuovo modello valutato · 22 ottLing 3.1 Flash 1019
  4. Nuovo articolo · 19 ottHealthBench and HealthBench Professional: Evaluating models in realistic health conversations
  5. Nuovo modello valutato · 19 ottMiniMax-M3.1-Flash
  6. Nuovo modello valutato · 18 ottDeepSeek V4.1 Flash 1017 (Max)
  7. Nuovo articolo · 16 ottReflection has released Beam, their first model launch
  8. Nuovo modello valutato · 16 ottBeam 1.0
  9. Nuovo articolo · 15 ottNVIDIA Releases Nemotron 3.5 Super VL and Nemotron 3.5 Bolt 74B A9B
  10. Nuovo modello valutato · 15 ottSolar Pro 4
  11. Nuovo modello valutato · 15 ottMuse Spark Open (Xhigh)
  12. Nuovo modello valutato · 15 ottNemotron 3.5 Super VL
  13. Nuovo modello valutato · 15 ottNemotron 3.5 Bolt 74B-A9B
  14. Nuovo articolo · 14 ottWelcome to the era of embodied AI: Introducing AA-Robotics v0.1
  15. Nuovo articolo · 13 ottArtificial Analysis Decision Index v1.0
  16. Nuovo articolo · 12 ottMuse Wonder and Muse Wonder Full: a material jump in intelligence over previous Meta models
  17. Nuovo articolo · 12 ottAnnouncing FrontierCode on Artificial Analysis: can AI models write code maintainers would merge?
  18. Nuovo articolo · 12 ottAnnouncing AA-3D: a benchmark for AI models building interactive 3D experiences
  19. Nuovo modello valutato · 12 ottMuse Wonder Full (Max)

Intelligenza

Intelligence Index

  1. 57,658Claude Opus 5.5 (Max)
  2. 5656Claude Opus 5.5 (Xhigh)
  3. 5656Claude Sonnet 5.5 (Max)
  4. 55,856Muse Wonder Full (Max)
  5. 55,155Kimi K3.1 Pro
  6. 53,654Claude Opus 5.5 (High)
  7. 53,453Claude Fable 5.1 (Max)
  8. 53,253Claude Fable 5.1 (Xhigh)
  9. 52,753GPT-6 Astra (Max)
  10. 52,653Gemini 4 Argon (High)
  11. 52,452GPT-6 Astra (Xhigh)
  12. 52,452Muse Wonder (Max)
  13. 51,952Claude Sonnet 5.5 (Xhigh)
  14. 51,852GPT-6.1 Sol (Max)
  15. 51,251Claude Opus 5.5 (Medium)
  16. 51,251Claude Fable 5.1 (High)
  17. 5151GPT-6.1 Sol (Xhigh)
  18. 50,951GPT-6 Astra (High)
  19. 50,250GPT-6.1 Sol (High)
  20. 49,650GPT-6 Astra (Medium)
  21. 48,949Claude Fable 5.1 (Medium)
  22. 47,848GPT-6.1 Sol (Medium)
  23. 46,847Claude Sonnet 5.5 (High)
  24. 46,847Claude Fable 5.1 (Low)
  25. 46,446Grok 4.7 (Xhigh)
  26. 46,346MiMo-V2.6-Pro
  27. 46,346Grok 4.7 (High)
  28. 45,846GPT-6 Astra (Low)
  29. 45,445Qwen3.8 Max (0902)
  30. 45,145DeepSeek V4.1 Flash 1017 (Max)
Dati di Artificial Analysis

Posizione in ogni valutazione

AA-BriefcaseAA-Omniscience AccuracyAA-Omniscience Non-HallucinationAutomationBench-AAGDPval-AAHumanity's Last ExamGDP.pdfTerminal-Bench 4.0AA-LCRSciCodeCritPtTerminal-Bench-ScienceFrontierCodeAA-AnalystAgentHarvey LAB-AAAA-3DMLCR-AAPersonalityBench: ExpressivenessPersonalityBench: OrganizationPersonalityBench: TransparencyPersonalityBench: SlopPersonalityBench: InformativenessPersonalityBench: WarmthPersonalityBench: ConvictionPersonalityBench: Imagination
Claude Opus 5.5 (Max)22125116341221372436593461
Claude Sonnet 5.5 (Max)15934482755471911741104794
Muse Wonder Full (Max)3924261553179—1——————————
Kimi K3.1 Pro468238211710849—7—8268101079
Claude Fable 5.1 (Max)5114126278326632651019271215
GPT-6 Astra (Max)10310614534911315543297311116116
Gemini 4 Argon (High)1471112310612485117841151013255811
Muse Wonder (Max)611375959108796—2—6411042153
GPT-6.1 Sol (Max)1141110137476134326563105412128108
Grok 4.7 (Xhigh)7859812111414101314144387612913911413
MiMo-V2.6-Pro1212713910121226913811—9121211123139137
Qwen3.8 Max (0902)814414101391111141411128—1081381118121210
DeepSeek V4.1 Flash 1017 (Max)9101387111313812111010———511375613212
GLM-5.3 (Max)1313611111414101391212131010119213867332
Dati di Artificial Analysis

Costo per task

Costo per task

$ per task dell'Intelligence Index
InputRagionamentoRisposta
  1. $0,070,07GPT-6 Luna (Max)
  2. $0,130,13MiMo-V2.6-Pro
  3. $0,190,19Nemotron 3.5 Super VL
  4. $0,210,21Claude Haiku 5.5 (Max)
  5. $0,220,22MiniMax-M3.1-Flash
  6. $0,230,23Beam 1.0
  7. $0,260,26DeepSeek V4.1 Flash 1017 (Max)
  8. $0,280,28GLM-5.3-Flash
  9. $0,720,72GPT-6.1 Sol (Max)
  10. $0,840,84Muse Spark Open (Xhigh)
  11. $1,011,01Qwen3.8 27B (Xhigh)
  12. $1,031,03Step 5 Preview
  13. $1,131,13Mistral Large 4 Preview
  14. $1,241,24Gemini 3.8 Flash (High)
  15. $1,991,99Gemini 4 Argon (High)
  16. $2,012,01GLM-5.3 (Max)
  17. $2,112,11Kimi K3.1 Pro
  18. $3,263,26GPT-6 Astra (Max)
  19. $3,743,74Grok 4.7 (Xhigh)
  20. $4,544,54Muse Wonder (Max)
  21. $5,415,41Qwen3.8 Max (0902)
  22. $5,465,46Claude Sonnet 5.5 (Max)
  23. $5,985,98Claude Opus 5.5 (Max)
  24. $7,637,63Claude Fable 5.1 (Max)
Dati di Artificial Analysis

Intelligenza e costo per task

2030405060$0.01$0.1$1$10$ per task dell'Intelligence IndexIntelligenzaClaude Opus 5.5 (Max) · 57.6Claude Sonnet 5.5 (Max) · 56.0Kimi K3.1 Pro · 55.1Kimi K3.1 ProClaude Fable 5.1 (Max) · 53.4GPT-6 Astra (Max) · 52.7GPT-6 Astra (Max)Gemini 4 Argon (High) · 52.6Muse Wonder (Max) · 52.4GPT-6.1 Sol (Max) · 51.8GPT-6.1 Sol (Max)Grok 4.7 (Xhigh) · 46.4Grok 4.7 (Xhigh)MiMo-V2.6-Pro · 46.3MiMo-V2.6-ProQwen3.8 Max (0902) · 45.4DeepSeek V4.1 Flash 1017 (Max) · 45.1GLM-5.3 (Max) · 44.8Step 5 Preview · 43.7Step 5 PreviewClaude Haiku 5.5 (Max) · 43.4Claude Haiku 5.5 (Max)MiniMax-M3.1-Flash · 42.7GLM-5.3-Flash · 41.8Gemini 3.8 Flash (High) · 40.9Gemini 3.8 Flash (High)Muse Spark Open (Xhigh) · 38.9Muse Spark Open (Xhigh)Mistral Large 4 Preview · 38.4GPT-6 Luna (Max) · 38.1GPT-6 Luna (Max)Qwen3.8 27B (Xhigh) · 33.7Qwen3.8 27B (Xhigh)Beam 1.0 · 30.3Beam 1.0Nemotron 3.5 Super VL · 26.5Nemotron 3.5 Super VL
Dati di Artificial Analysis

La frontiera nel tempo

Intelligence Index
AnthropicMetaKimiOpenAIGoogleSpaceXAIXiaomiAlibaba
102030405060mag 25ago 25nov 25feb 26mag 26ago 26nov 26Claude Fable 5.1 (Max) · 53.4 · 2026-09-01Claude Opus 5.5 (Max) · 57.6 · 2026-09-22Muse Glimmer (High) · 17.5 · 2026-08-10Muse Wonder Full (Max) · 55.8 · 2026-10-12Kimi K2.7 Code · 25.8 · 2026-06-12Kimi K3.1 Pro · 55.1 · 2026-10-23o3 · 20.2 · 2025-04-16GPT-5.3 Codex (Xhigh) · 32.5 · 2026-02-05GPT-5.6 Terra (Max) · 42.1 · 2026-07-09GPT-6 Astra (Max) · 52.7 · 2026-09-03Gemini 3.1 Pro Preview · 29.7 · 2026-02-19Gemini 3.8 Flash (High) · 40.9 · 2026-09-02Gemini 4 Argon (High) · 52.6 · 2026-09-30Grok 4.7 (Xhigh) · 46.4 · 2026-09-21MiMo-V2.6-Pro · 46.3 · 2026-09-21Qwen3.5 397B A17B (Reasoning) · 18.4 · 2026-02-16Qwen3.5 Omni Plus · 20.4 · 2026-03-30Qwen3.7 Plus · 25.2 · 2026-06-01Qwen3.8 2.4T A95B · 39.9 · 2026-08-12Qwen3.8 Max (0902) · 45.4 · 2026-09-02
Dati di Artificial Analysis

Indici

Coding Agent Index

  1. 6262Claude Code - Opus 5.5 (max)
  2. 6262Devin Fusion CLI - Claude Opus 5.5 Max + GPT-6 Luna High
  3. 5959Claude Code - Sonnet 5.5 (max)
  4. 5959Muse Code - Muse Wonder Full (max)
  5. 5959Devin Fusion CLI - Claude Fable 5.1 XHigh + SWE-2 Medium
  6. 5858Claude Code - Fable 5.1 (max) (with fallback)
  7. 5555Codex - GPT-6 Astra (max)
  8. 5454Codex - GPT-6.1 Sol (max)
  9. 5353Antigravity CLI - Gemini 4 Argon (high)
  10. 5353Devin Fusion CLI - GPT-6 Astra XHigh + SWE-2 Medium
  11. 5252Muse Code - Muse Wonder (max)
  12. 4949Opencode - GLM-5.3 ({'reasoning_effort': 'max'})
  13. 4747Codex - DeepSeek V4.1 Flash ({'reasoning_effort': 'max'})
  14. 4747Grok Build - Grok 4.7 (xhigh)
  15. 4646DeepSeek Harness - DeepSeek V4.1 Flash 1017 ({'reasoning_effort': 'max'})
  16. 4646Muse Code - Muse Spark 1.3 (max)
  17. 4343Claude Code - Step 5 Preview ({'subagents': True})
  18. 4141Kimi Code CLI - Kimi K3
  19. 3939Claude Code - Qwen3.8 Max
  20. 3737Claude Code - Haiku 5.5 (max)
  21. 3333Antigravity SDK - Gemini 3.8 Flash (high)
  22. 3131Codex - GPT-6 Luna (max) ({'reasoning_effort': 'max'})
  23. 2626Muse Code - Muse Spark Open (xhigh)
  24. 2121Mirror - Beam 1.0
Dati di Artificial Analysis

Cyber Index

  1. 68,769GPT-6 Sol (Daybreak Blue, max)
  2. 64,164Kimi K3.1 Pro
  3. 56,857DeepSeek V4.1 Flash 1017 (Max)
  4. 56,456Grok 4.7 (Xhigh)
  5. 56,156MiMo-V2.6-Pro
  6. 52,753GPT-6 Luna (Max)
  7. 49,950GLM-5.3-Flash
  8. 49,550Mistral Large 4 Preview
  9. 47,748Step 5 Preview
  10. 44,344Muse Spark 1.3 (Xhigh)
  11. 41,341Kimi K3 (Max)
  12. 40,841DeepSeek V4.1 Flash (Max)
  13. 36,837GPT-6 Sol (Max)
  14. 36,436GLM-5.3 (Max)
  15. 33,734Beam 1.0
  16. 33,433GPT-6 Astra (Max)
  17. 28,729Claude Opus 5.5 (Max, Default Fallback)
  18. 25,125Gemini 3.8 Flash (High)
  19. 2525Claude Fable 5.1 (Max, Default Fallback)
  20. 22,422MiniMax-M3
  21. 13,113Nemotron 3 Ultra 550B A55B (Reasoning)
  22. 12,713Qwen3.8 27B (Xhigh)
  23. 12,613Qwen3.8 2.4T A95B
Dati di Artificial Analysis

Decision Index

  1. 7979Claude Opus 5.5 (Max, Default Fallback)
  2. 75,475Claude Opus 5.5 (Low, Default Fallback)
  3. 71,572GPT-6.1 Sol (Low)
  4. 70,971GPT-6.1 Sol (Max)
  5. 68,468Claude Haiku 5.5 (Max)
  6. 65,265d1-ultra
  7. 6565SubQ Snap 1.1
  8. 64,765Elephant 9B
  9. 64,464Claude Haiku 5.5 (Xhigh)
  10. 62,663Claude Haiku 5.5 (High)
  11. 61,461Claude Haiku 5.5 (Medium)
  12. 60,861GPT-6 Luna (Max)
  13. 60,661Claude Haiku 5.5 (Low)
  14. 59,159GPT-6 Luna (High)
  15. 58,258GPT-6 Luna (Medium)
  16. 57,558Jev 1.13
  17. 57,157Jev 1.14
  18. 56,256Decider v1.2
  19. 55,556Gemma 4 31B (Reasoning)
  20. 55,255GPT-6 Luna (Low)
  21. 53,954GLiDE
  22. 53,854Microsoft-Decision-1
  23. 53,153Decider v1.1 27B
  24. 52,753Mercury Decide
Dati di Artificial Analysis

Benchmark

AA-Briefcase

Elo
  1. 18161816Claude Sonnet 5.5 (Max)
  2. 18011801Claude Opus 5.5 (Max)
  3. 17291729Muse Wonder Full (Max)
  4. 16781678Kimi K3.1 Pro
  5. 16711671Claude Fable 5.1 (Max)
  6. 16591659Muse Wonder (Max)
  7. 16391639Grok 4.7 (Xhigh)
  8. 16111611Qwen3.8 Max (0902)
  9. 15761576Claude Haiku 5.5 (Max)
  10. 15701570DeepSeek V4.1 Flash 1017 (Max)
Dati di Artificial Analysis

AA-Omniscience Accuracy

  1. 67,2%67%Claude Fable 5.1 (Max)
  2. 66,2%66%Claude Opus 5.5 (Max)
  3. 66,2%66%Claude Fable 5.1 (Xhigh)
  4. 65,4%65%Claude Opus 5.5 (Xhigh)
  5. 64,9%65%Claude Fable 5.1 (High)
  6. 64,6%65%Claude Opus 5.5 (High)
  7. 64,6%65%Claude Opus 5.5 (Medium)
  8. 63,5%64%Claude Opus 5.5 (Low)
  9. 63,1%63%Claude Fable 5.1 (Medium)
  10. 62,6%63%GPT-6 Astra (Max)
Dati di Artificial Analysis

AA-Omniscience Non-Hallucination

  1. 84,9%85%Gemini 4 Argon (High)
  2. 77%77%Muse Wonder Full (Max)
  3. 75,9%76%Muse Spark Open (Xhigh)
  4. 74,2%74%K2 Horizon 375B A23B
  5. 73,5%74%Muse Wonder (Max)
  6. 72,4%72%GLM-5.3-Flash
  7. 71,2%71%Qwen3.8 Max (0902)
  8. 70,7%71%Grok 4.7 (Xhigh)
  9. 70,5%71%GLM-5.3 (Max)
  10. 69,7%70%Qwen3.8 27B (Xhigh)
Dati di Artificial Analysis

AutomationBench-AA

  1. 77,5%78%Gemini 4 Argon (High)
  2. 73,3%73%Kimi K3.1 Pro
  3. 72,5%73%MiniMax-M3.1-Flash
  4. 71,8%72%Claude Sonnet 5.5 (Max)
  5. 71,3%71%Muse Wonder Full (Max)
  6. 69,5%70%Claude Opus 5.5 (Max)
  7. 68,5%69%GPT-6 Astra (Max)
  8. 68,1%68%Muse Wonder (Max)
  9. 66,6%67%DeepSeek V4.1 Flash 1017 (Max)
  10. 65,6%66%Grok 4.7 (Xhigh)
Dati di Artificial Analysis

GDPval-AA

Elo
  1. 18661866Claude Opus 5.5 (Max)
  2. 18571857Muse Wonder Full (Max)
  3. 18461846Kimi K3.1 Pro
  4. 18381838Claude Sonnet 5.5 (Max)
  5. 17701770Muse Wonder (Max)
  6. 17551755Claude Fable 5.1 (Max)
  7. 17461746DeepSeek V4.1 Flash 1017 (Max)
  8. 17141714Grok 4.7 (Xhigh)
  9. 16831683MiMo-V2.6-Pro
  10. 16661666Qwen3.8 Max (0902)
Dati di Artificial Analysis

Humanity's Last Exam

  1. 61,4%61%Claude Opus 5.5 (Max)
  2. 59,1%59%Claude Fable 5.1 (Max)
  3. 58,7%59%Claude Fable 5.1 (Xhigh)
  4. 57,5%58%Claude Opus 5.5 (Xhigh)
  5. 57,1%57%Gemini 4 Argon (High)
  6. 55,9%56%Claude Fable 5.1 (High)
  7. 55,6%56%Claude Opus 5.5 (High)
  8. 55%55%Claude Sonnet 5.5 (Max)
  9. 54,7%55%GPT-6 Astra (Max)
  10. 54,7%55%Claude Opus 5.5 (Medium)
Dati di Artificial Analysis

GDP.pdf

  1. 32,6%33%Muse Wonder Full (Max)
  2. 31,4%31%Kimi K3.1 Pro
  3. 31%31%GPT-6 Astra (Max)
  4. 31%31%GPT-6.1 Sol (Max)
  5. 30,6%31%Muse Wonder (Max)
  6. 26,2%26%Claude Opus 5.5 (Max)
  7. 26,2%26%Claude Fable 5.1 (Max)
  8. 25,8%26%Claude Sonnet 5.5 (Max)
  9. 22,8%23%Qwen3.8 Max (0902)
  10. 22,8%23%GPT-6 Luna (Max)
Dati di Artificial Analysis

Terminal-Bench 4.0

  1. 67,2%67%Kimi K3.1 Pro
  2. 63,6%64%Claude Sonnet 5.5 (Max)
  3. 59,6%60%Claude Opus 5.5 (Max)
  4. 59,6%60%Claude Opus 5.5 (Xhigh)
  5. 59,6%60%GPT-6 Astra (Xhigh)
  6. 59,1%59%GPT-6 Astra (Max)
  7. 57,1%57%Muse Wonder Full (Max)
  8. 57,1%57%Gemini 4 Argon (High)
  9. 57,1%57%Claude Sonnet 5.5 (Xhigh)
  10. 56,6%57%Claude Opus 5.5 (High)
Dati di Artificial Analysis

AA-LCR

  1. 88,3%88%Step 5 Preview
  2. 86,3%86%Kimi K3.1 Pro
  3. 86,3%86%MiMo-V2.6-Pro
  4. 85,3%85%Claude Fable 5.1 (Max)
  5. 84,7%85%Claude Opus 5.5 (Max)
  6. 84,7%85%Claude Opus 5.5 (Xhigh)
  7. 84,7%85%Claude Fable 5.1 (Medium)
  8. 84,3%84%Claude Opus 5.5 (Medium)
  9. 84%84%GPT-6.1 Sol (Low)
  10. 84%84%Gemini 3.8 Flash (Medium)
Dati di Artificial Analysis

SciCode

  1. 66,9%67%Claude Opus 5.5 (Max)
  2. 65,1%65%Claude Opus 5.5 (Xhigh)
  3. 63,1%63%Claude Fable 5.1 (Max)
  4. 62,6%63%Muse Wonder Full (Max)
  5. 61,8%62%Gemini 4 Argon (High)
  6. 61%61%Claude Sonnet 5.5 (Max)
  7. 60,9%61%Claude Fable 5.1 (Xhigh)
  8. 60,9%61%MiMo-V2.6-Pro
  9. 60,8%61%Kimi K3.1 Pro
  10. 60,4%60%Claude Opus 5.5 (High)
Dati di Artificial Analysis

CritPt

  1. 32,9%33%Muse Wonder Full (Max)
  2. 31,7%32%Claude Opus 5.5 (Max)
  3. 31,7%32%Claude Opus 5.5 (Xhigh)
  4. 31,7%32%GPT-6 Astra (Max)
  5. 31,7%32%GPT-6.1 Sol (Max)
  6. 31,7%32%GPT-6.1 Sol (Xhigh)
  7. 31,4%31%Claude Sonnet 5.5 (Max)
  8. 31,4%31%GPT-6 Astra (Xhigh)
  9. 31,1%31%Claude Fable 5.1 (Xhigh)
  10. 31,1%31%Claude Sonnet 5.5 (Xhigh)
Dati di Artificial Analysis

Terminal-Bench-Science

  1. 63,3%63%GPT-6 Astra (Max)
  2. 59,1%59%Claude Opus 5.5 (Max)
  3. 58,1%58%GPT-6.1 Sol (Max)
  4. 53,3%53%Claude Sonnet 5.5 (Max)
  5. 52,9%53%Gemini 4 Argon (High)
  6. 43,3%43%Claude Fable 5.1 (Max)
  7. 37,1%37%Muse Wonder Full (Max)
  8. 34,3%34%Kimi K3.1 Pro
  9. 25,7%26%Muse Wonder (Max)
  10. 20%20%Claude Haiku 5.5 (Max)
Dati di Artificial Analysis

FrontierCode

  1. 52,2%52%Claude Opus 5.5 (Max)
  2. 49,1%49%GPT-6.1 Sol (Max)
  3. 49%49%Claude Fable 5.1 (Max)
  4. 47,1%47%Kimi K3.1 Pro
  5. 47%47%GPT-6 Astra (Max)
  6. 46,5%47%Muse Wonder (Max)
  7. 45,8%46%Claude Sonnet 5.5 (Max)
  8. 45,4%45%MiMo-V2.6-Pro
  9. 44,9%45%Muse Wonder Full (Max)
  10. 43,7%44%DeepSeek V4.1 Flash 1017 (Max)
Dati di Artificial Analysis

AA-AnalystAgent

  1. 57,5%58%Claude Sonnet 5.5 (Max)
  2. 57,5%58%Claude Fable 5.1 (Max)
  3. 56,3%56%Claude Opus 5.5 (Max)
  4. 55%55%Grok 4.7 (High)
  5. 53,8%54%Claude Haiku 5.5 (Max)
  6. 52,5%53%Grok 4.7 (Xhigh)
  7. 51,3%51%GPT-6 Astra (Max)
  8. 50%50%GPT-6.1 Sol (Max)
  9. 48,8%49%Gemini 4 Argon (High)
  10. 46,3%46%Gemini 3.8 Flash (High)
Dati di Artificial Analysis

Harvey LAB-AA

  1. 13,1%13%Muse Wonder Full (Max)
  2. 10%10%Muse Wonder (Max)
  3. 9,4%9,4%Grok 4.7 (Xhigh)
  4. 8,6%8,6%GPT-6 Astra (Max)
  5. 6,9%6,9%GPT-6.1 Sol (Max)
  6. 6,4%6,4%Claude Fable 5.1 (Max)
  7. 4,2%4,2%Claude Opus 5.5 (Max)
  8. 3,9%3,9%Gemini 4 Argon (High)
  9. 3,3%3,3%GPT-6 Luna (Max)
  10. 3,1%3,1%Mistral Large 4 Preview
Dati di Artificial Analysis

EnterpriseOps-Gym-AA

  1. 47,6%48%Qwen3.8 Max (0902)
  2. 47,2%47%Step 5 Preview
  3. 44,2%44%Qwen3.8 27B (Xhigh)
  4. 38%38%Inkling (Xhigh)
  5. 36,4%36%GLM-5.3 (Max)
  6. 33,2%33%GLM-5.3-Flash
Dati di Artificial Analysis

AA-3D

Elo
  1. 11991199Claude Sonnet 5.5 (Max)
  2. 11961196Claude Opus 5.5 (Max)
  3. 11641164GPT-6 Astra (Max)
  4. 11531153Gemini 4 Argon (High)
  5. 11351135Claude Fable 5.1 (Max)
  6. 11191119GPT-6.1 Sol (Max)
  7. 11101110Kimi K3.1 Pro
  8. 10001000GPT-6 Luna (Max)
  9. 998998Claude Haiku 5.5 (Max)
  10. 995995Grok 4.7 (Xhigh)
Dati di Artificial Analysis

ITBench-AA

  1. 55,6%56%Step 5 Preview
  2. 52,5%53%Gemini 3.8 Flash (High)
  3. 51,2%51%GLM-5.3-Flash
  4. 49,5%50%Claude Fable 5.1 (Max)
  5. 48,6%49%GPT-6 Astra (Max)
  6. 46,1%46%GLM-5.3 (Max)
  7. 42,1%42%Grok 4.7 (Xhigh)
  8. 40,3%40%Qwen3.8 Max (0902)
  9. 38,2%38%Claude Opus 5.5 (Max)
Dati di Artificial Analysis

MLCR-AA

  1. 41,7%42%Claude Sonnet 5.5 (Max)
  2. 41,7%42%GPT-6 Astra (Max)
  3. 38,3%38%GPT-6.1 Sol (Max)
  4. 35%35%Claude Haiku 5.5 (Max)
  5. 27,8%28%Claude Opus 5.5 (Max)
  6. 26,7%27%DeepSeek V4.1 Flash 1017 (Max)
  7. 26,1%26%GPT-6 Luna (Max)
  8. 22,8%23%Qwen3.8 27B (Xhigh)
  9. 22,2%22%Muse Wonder (Max)
  10. 20%20%Grok 4.7 (Xhigh)
Dati di Artificial Analysis

MMMU-Pro

  1. 87,7%88%Claude Opus 5.5 (Max)
  2. 86,9%87%GPT-6 Astra (Max)
  3. 86,6%87%Claude Opus 5.5 (Xhigh)
  4. 86,4%86%GPT-6 Astra (High)
  5. 86,2%86%GPT-6 Astra (Xhigh)
  6. 86%86%GPT-6.1 Sol (Max)
  7. 85,8%86%Claude Opus 5.5 (High)
  8. 85,7%86%Claude Opus 5.5 (Medium)
  9. 85,6%86%Gemini 3.8 Flash (High)
  10. 85,1%85%GPT-6.1 Sol (Xhigh)
Dati di Artificial Analysis

GPQA Diamond

  1. 96,3%96%GPT-6 Astra (Xhigh)
  2. 96,1%96%GPT-6 Astra (Max)
  3. 95,3%95%Gemini 3.8 Flash (High)
  4. 95%95%GPT-6 Astra (High)
  5. 94,1%94%Gemini 3.1 Pro Preview
  6. 93,9%94%GPT-6 Astra (Medium)
  7. 93,7%94%Claude Fable 5.1 (Max)
  8. 93,5%94%Qwen3.8 2.4T A95B
  9. 93,5%94%Gemini 3.8 Flash (Medium)
  10. 93,4%93%Claude Fable 5.1 (Xhigh)
Dati di Artificial Analysis

IFBench

  1. 82,9%83%MiniMax-M3
  2. 81,4%81%Nemotron 3 Ultra 550B A55B (Reasoning)
  3. 78,8%79%Qwen3.5 397B A17B (Reasoning)
  4. 78%78%Qwen3.7 Plus
  5. 77,1%77%Gemini 3.1 Pro Preview
  6. 75,4%75%GPT-5.3 Codex (Xhigh)
  7. 72,5%73%Gemma 4 26B A4B (Reasoning)
  8. 71,4%71%o3
  9. 71,2%71%GPT-5.6 Terra (Max)
  10. 66,7%67%KAT Coder Pro V2
Dati di Artificial Analysis

τ²-Bench Telecom

  1. 99,1%99%JT-35B-Flash
  2. 95,6%96%Gemini 3.1 Pro Preview
  3. 95,6%96%Qwen3.5 397B A17B (Reasoning)
  4. 95,3%95%Qwen3.6 35B A3B (Reasoning)
  5. 93%93%Qwen3.7 Plus
  6. 92,4%92%Ring-2.6-1T
  7. 90,1%90%Kimi K2.7 Code
  8. 89,5%90%KAT Coder Pro V2
  9. 88,9%89%MiniMax-M3
  10. 88,3%88%Qwen3.5 Omni Plus
Dati di Artificial Analysis

τ²-Bench Banking

  1. 50,3%50%GLM-5.3 (Max)
  2. 49,1%49%Qwen3.8 2.4T A95B
  3. 48%48%Qwen3.8 27B (Xhigh)
  4. 47,8%48%Qwen3.8 Max (0902)
  5. 47,4%47%Qwen3.8 27B (Medium)
  6. 47,2%47%Claude Fable 5.1 (Max)
  7. 47,2%47%GLM-5.3-Flash
  8. 45,8%46%Claude Fable 5.1 (Xhigh)
  9. 45,8%46%Gemini 3.8 Flash (Medium)
  10. 45,4%45%Qwen3.8-Flash-Next
Dati di Artificial Analysis

Terminal-Bench Hard

  1. 62,9%63%GPT-5.6 Terra (Xhigh)
  2. 57,6%58%GPT-5.6 Terra (Max)
  3. 57,6%58%GPT-5.6 Terra (High)
  4. 53,8%54%Gemini 3.1 Pro Preview
  5. 53%53%GPT-5.3 Codex (Xhigh)
  6. 49,2%49%KAT Coder Pro V2
  7. 47%47%Qwen3.7 Plus
  8. 44,7%45%Kimi K2.7 Code
  9. 43,9%44%GPT-5.6 Terra (Low)
  10. 42,4%42%MiniMax-M3
Dati di Artificial Analysis

APEX-Agents

  1. 42,4%42%Qwen3.8 Max (0902)
  2. 38,9%39%GPT-5.6 Terra (Max)
  3. 38%38%Step 5 Preview
  4. 32%32%Gemini 3.1 Pro Preview
  5. 31,2%31%Apodex 1.1
  6. 27,4%27%Ling-3.0-flash-Fin
  7. 22,4%22%Qwen3.7 Plus
  8. 15,3%15%Qwen3.5 397B A17B (Reasoning)
Dati di Artificial Analysis

PersonalityBench: Expressiveness

  1. 100100Claude Fable 5.1 (Max)
  2. 97,598GLM-5.3 (Max)
  3. 9595GLM-5.3-Flash
  4. 89,890Claude Opus 5.5 (Max)
  5. 87,387Muse Wonder (Max)
  6. 84,885Mistral Large 4 Preview
  7. 82,282Gemini 4 Argon (High)
  8. 80,280Claude Haiku 5.5 (Max)
  9. 77,778Inkling (Xhigh)
  10. 75,275Gemini 3.8 Flash (High)
Dati di Artificial Analysis

PersonalityBench: Organization

  1. 97,598Nemotron 3.5 Super VL
  2. 9595Step 5 Preview
  3. 92,693Inkling (Xhigh)
  4. 89,890Muse Wonder (Max)
  5. 87,688Kimi K3.1 Pro
  6. 87,387Mistral Large 4 Preview
  7. 84,885DeepSeek V4.1 Flash 1017 (Max)
  8. 80,280Claude Sonnet 5.5 (Max)
  9. 79,780GPT-6.1 Sol (Max)
  10. 77,277Claude Opus 5.5 (Max)
Dati di Artificial Analysis

PersonalityBench: Transparency

  1. 100100Claude Sonnet 5.5 (Max)
  2. 97,598Claude Fable 5.1 (Max)
  3. 94,995GPT-6 Astra (Max)
  4. 92,492GPT-6.1 Sol (Max)
  5. 89,890Claude Opus 5.5 (Max)
  6. 87,688Kimi K3.1 Pro
  7. 87,387DeepSeek V4.1 Flash 1017 (Max)
  8. 80,280GLM-5.3 (Max)
  9. 77,778Claude Haiku 5.5 (Max)
  10. 70,370GLM-5.3-Flash
Dati di Artificial Analysis

PersonalityBench: Slop

  1. 94,995K2 Horizon 375B A23B
  2. 87,387Muse Spark Open (Xhigh)
  3. 84,885Qwen3.8 27B (Xhigh)
  4. 77,778Gemini 3.8 Flash (High)
  5. 74,675Qwen3.8 Max (0902)
  6. 69,570Gemini 4 Argon (High)
  7. 64,565Nemotron 3.5 Super VL
  8. 61,962Mistral Large 4 Preview
  9. 59,459MiMo-V2.6-Pro
  10. 54,354Muse Wonder (Max)
Dati di Artificial Analysis

PersonalityBench: Informativeness

  1. 97,598Claude Fable 5.1 (Max)
  2. 94,995Muse Wonder (Max)
  3. 92,492Claude Opus 5.5 (Max)
  4. 89,890Muse Spark Open (Xhigh)
  5. 87,688Beam 1.0
  6. 85,185Claude Sonnet 5.5 (Max)
  7. 82,783Gemini 3.8 Flash (High)
  8. 79,780Gemini 4 Argon (High)
  9. 75,275Claude Haiku 5.5 (Max)
  10. 69,570K2 Horizon 375B A23B
Dati di Artificial Analysis

PersonalityBench: Warmth

  1. 100100Muse Wonder (Max)
  2. 97,598Claude Fable 5.1 (Max)
  3. 90,190GLM-5.3 (Max)
  4. 87,387Muse Spark Open (Xhigh)
  5. 85,185GLM-5.3-Flash
  6. 82,282Claude Opus 5.5 (Max)
  7. 77,277Mistral Large 4 Preview
  8. 74,675Gemini 4 Argon (High)
  9. 72,172GPT-6 Astra (Max)
  10. 70,370Claude Sonnet 5.5 (Max)
Dati di Artificial Analysis

PersonalityBench: Conviction

  1. 100100Claude Fable 5.1 (Max)
  2. 94,995DeepSeek V4.1 Flash 1017 (Max)
  3. 90,190GLM-5.3 (Max)
  4. 84,885Grok 4.7 (Xhigh)
  5. 82,783Gemini 3.8 Flash (High)
  6. 80,280GLM-5.3-Flash
  7. 77,277Muse Wonder (Max)
  8. 69,570Claude Opus 5.5 (Max)
  9. 67,868Inkling (Xhigh)
  10. 65,465Claude Haiku 5.5 (Max)
Dati di Artificial Analysis

PersonalityBench: Imagination

  1. 97,598Muse Spark Open (Xhigh)
  2. 94,995Claude Opus 5.5 (Max)
  3. 92,693GLM-5.3 (Max)
  4. 89,890Muse Wonder (Max)
  5. 82,783Claude Sonnet 5.5 (Max)
  6. 79,780Claude Fable 5.1 (Max)
  7. 77,778GLM-5.3-Flash
  8. 72,172GPT-6 Astra (Max)
  9. 69,570MiMo-V2.6-Pro
  10. 67,868Inkling (Xhigh)
Dati di Artificial Analysis

Velocità e prezzo

Velocità

token al secondo
  1. 879879K2 Horizon 375B A23B
  2. 446446Nemotron 3.5 Super VL
  3. 414414Gemini 3.5 Flash-Lite
  4. 363363Beam 1.0
  5. 234234Claude Haiku 5.5 (Max)
  6. 229229Step 5 Preview
  7. 223223Inkling Small
  8. 213213Ling 3.1 Flash
  9. 195195Inkling (Xhigh)
  10. 186186Claude Haiku 5.5 (Xhigh)
Dati di Artificial Analysis

Latenza

secondi al primo token
  1. 0,70,7Beam 1.0
  2. 0,70,7Nemotron 3.5 Super VL
  3. 0,80,8GPT-5.6 Terra (Non-reasoning)
  4. 0,80,8Muse Spark Open (Xhigh)
  5. 0,90,9GPT-6 Luna (Non-reasoning)
  6. 0,90,9GPT-5.5 Instant (June 2026)
  7. 0,90,9Gemma 4 26B A4B (Reasoning)
  8. 11Claude Sonnet 5.5 (Low)
  9. 1,11,1Muse Glimmer (High)
  10. 1,21,2Step 5 Preview
Dati di Artificial Analysis

Prezzo

$ per 1M token (3:1)
  1. $00K2 Horizon 375B A23B
  2. $0,150,15Agnes 2.5 Pro Beta
  3. $0,160,16Gemma 4 26B A4B (Reasoning)
  4. $0,170,17Quasar 438B (Max, Based on GLM-5.2)
  5. $0,180,18MiMo-V2.6-Flash
  6. $0,180,18Solar Mini 4
  7. $0,20,2Claude Haiku 5.5 (Max)
  8. $0,20,2Claude Haiku 5.5 (Xhigh)
  9. $0,20,2GPT-6 Luna (Max)
  10. $0,20,2Claude Haiku 5.5 (High)
Dati di Artificial Analysis

Classifica

Artificial Analysis
#Modello
1Claude Opus 5.5 (Max)Anthropic57,6$5,98$8,0096652,6 s
2Claude Opus 5.5 (Xhigh)Anthropic56—$8,0082109,6 s
3Claude Sonnet 5.5 (Max)Anthropic56$5,46$4,00134371,6 s
4Muse Wonder Full (Max)Meta55,8————
5Kimi K3.1 ProKimi55,1$2,11$4,00583,1 s
6Claude Opus 5.5 (High)Anthropic53,6—$8,008030,3 s
7Claude Fable 5.1 (Max)Anthropic53,4$7,63$20,0070180,5 s
8Claude Fable 5.1 (Xhigh)Anthropic53,2—$20,006374,5 s
9GPT-6 Astra (Max)OpenAI52,7$3,26$20,0066278,3 s
10Gemini 4 Argon (High)Google52,6$1,99$4,008157 s
11GPT-6 Astra (Xhigh)OpenAI52,4—$20,0062161,5 s
12Muse Wonder (Max)Meta52,4$4,54$8,0016227,5 s
13Claude Sonnet 5.5 (Xhigh)Anthropic51,9—$4,0010827,3 s
14GPT-6.1 Sol (Max)OpenAI51,8$0,72$4,0059236 s
15Claude Opus 5.5 (Medium)Anthropic51,2—$8,008315,7 s
16Claude Fable 5.1 (High)Anthropic51,2—$20,005820 s
17GPT-6.1 Sol (Xhigh)OpenAI51—$4,0053106,6 s
18GPT-6 Astra (High)OpenAI50,9—$20,005740,7 s
19GPT-6.1 Sol (High)OpenAI50,2—$4,005336,1 s
20GPT-6 Astra (Medium)OpenAI49,6—$20,00535,1 s
Dati di Artificial Analysis
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