Análise independente de IA

Entenda o cenário da IA para escolher o melhor modelo e provedor para seu caso de uso

Esforço
Artificial Analysis Intelligence Index · Higher is better
No publicly available API
Inference time (minutes) per Intelligence Index task · Lower is better
No publicly available API
Weighted average cost (USD) per Intelligence Index task · Lower is better
No publicly available API
Nova avaliação de modelo de linguagem · 4 de nov.
Muse Wonder (High)Muse Wonder (High)
Nova avaliação de modelo de linguagem · 4 de nov.
Tencent Hy4Tencent Hy4
Metodologia atualizada · 3 de nov.
Artificial AnalysisArtificial Analysis Performance Benchmarking v3.0.0
Metodologia atualizada · 3 de nov.
Artificial AnalysisArtificial Analysis Intelligence Index v5.0.1
Nova avaliação de modelo de linguagem · 2 de nov.
Gemini 4 Carbon (Low)Gemini 4 Carbon (Low)
Nova avaliação de modelo de linguagem · 2 de nov.
Nanbeige4.3-33BNanbeige4.3-33B
Nova avaliação de modelo de linguagem · 1 de nov.
Gemini 4 Carbon (Medium)Gemini 4 Carbon (Medium)
Nova avaliação de modelo de linguagem · 1 de nov.
DeepSeek V4.1 Flash 1017 (High)DeepSeek V4.1 Flash 1017 (High)
Nova avaliação de modelo de linguagem · 30 de out.
DeepSeek V4.1 Flash 1017 (Non-reasoning)DeepSeek V4.1 Flash 1017 (Non-reasoning)
Nova avaliação de modelo de linguagem · 29 de out.
Mistral Large 4 (Medium)Mistral Large 4 (Medium)
Nova avaliação de modelo de linguagem · 29 de out.
Mistral Large 4 (High)Mistral Large 4 (High)
Novo artigo publicado · 28 de out.
Gemini 4 Carbon is the new #1 on the Artificial Analysis Intelligence Index v5
Novo artigo publicado · 28 de out.
GitHub Copilot Fusion orchestrates Anthropic and OpenAI models to balance performance and cost
Nova avaliação de modelo de linguagem · 28 de out.
Gemini 4 Carbon (High)Gemini 4 Carbon (High)
Novo artigo publicado · 27 de out.
Announcing Artificial Analysis Intelligence Index v5
Metodologia atualizada · 27 de out.
Artificial AnalysisArtificial Analysis Intelligence Index v5.0
Novo artigo publicado · 26 de out.
GPT-6.1 Terra pushes the cost efficiency frontier
Novo artigo publicado · 26 de out.
Code2Video-AA: how well do AI models design videos in code?
Nova avaliação de modelo de linguagem · 26 de out.
GPT-6.1 Terra (Non-reasoning)GPT-6.1 Terra (Non-reasoning)
Nova avaliação de modelo de linguagem · 26 de out.
GPT-6.1 Terra (Low)GPT-6.1 Terra (Low)Ver mais

Inteligência, velocidade e custo dos principais modelos de linguagem, com base em nossas avaliações independentes

Artificial Analysis Intelligence Index

Artificial Analysis Intelligence Index v5.0.1 incorporates 9 evaluations: AA-Briefcase v1.1, AutomationBench-AA, Terminal-Bench 4.0, FrontierCode 2.0, AA-Omniscience v1.1, GDP.pdf, HLE-Diamond, CritPt v2 (Hard Subset), and Terminal-Bench-Science 0.1
No publicly available API

Custo por tarefa do Intelligence Index

Weighted average cost (USD) per Intelligence Index task · Segmented by token type · Lower is better
No publicly available API

Intelligence Index vs. custo por tarefa

Artificial Analysis Intelligence Index · Weighted average cost (USD) per Artificial Analysis Intelligence Index task
Most attractive quadrant
Pareto line

Intelligence Index vs. custo por tarefa, por lançamento do modelo

All reasoning and effort variants of each selected release · Weighted average cost (USD) per Artificial Analysis Intelligence Index task
Most attractive quadrant
Pareto line

Artificial Analysis Progress Index v1 ao longo do tempoNew

Item response theory estimate of general capability across Artificial Analysis evaluations · Highest-scoring effort variant shown

Artificial Analysis Coding Agent Index

Artificial Analysis Coding Agent Index v2.0 incorporates 3 benchmarks: FrontierCode v1.1, Terminal-Bench 4.0, and SWE-Atlas-QnA-AA · Higher is better
Colorir por
Não disponível publicamente

Artificial Analysis Cyber Index

Artificial Analysis Cyber Index v1 incorporates 3 evaluations: CWE-Bench-AA, DeepsecBench-AA, and CyberGym-E2E-AA
Successes
Safety blocks
Trusted-access model (not publicly available)

Artificial Analysis Decision Index

Weighted average of AA-Omniscience-Decision, HLE-MultiChoice, When2Call, and WildGuardTest · Higher is better

Comparação de índices de capacidade

Posição entre os modelos selecionados em cada índice de capacidade
Comparação de índices de capacidade
Finanças e ContabilidadeEstratégia e OperaçõesJurídicoSaúde e MedicinaEngenhariaEconomia
Claude Opus 5.5 (Max, Default Fallback)1 (59)1 (61)1 (58)1 (58)1 (65)1 (60)
GPT-6 Astra (Max)2 (57)3 (58)2 (56)3 (54)2 (62)3 (57)
GPT-6.1 Sol (Max)3 (56)7 (58)4 (54)4 (52)3 (59)4 (56)
Claude Sonnet 5.5 (Max, Default Fallback)4 (56)2 (58)5 (52)2 (54)4 (58)6 (54)
Claude Fable 5.1 (Max, Default Fallback)6 (54)4 (58)3 (54)7 (51)5 (57)2 (57)
Muse Wonder Full (Max)5 (55)5 (58)6 (51)5 (52)6 (55)5 (54)
Kimi K3.1 Pro7 (53)6 (58)7 (49)6 (52)8 (51)7 (50)
Muse Wonder (Max)9 (51)9 (54)9 (47)8 (49)9 (50)8 (50)
GPT-6.1 Terra (Max)10 (49)10 (50)10 (46)10 (45)7 (55)9 (48)
Grok 4.7 (Xhigh)8 (52)8 (55)8 (47)9 (47)11 (42)10 (46)
Qwen3.8 Max (0902)11 (45)13 (47)12 (41)12 (41)12 (39)12 (43)
Gemini 3.8 Flash (High)13 (42)14 (47)11 (42)14 (38)13 (39)13 (40)
DeepSeek V4.1 Flash 1017 (Max)14 (42)11 (49)14 (38)11 (41)14 (38)14 (38)
Claude Haiku 5.5 (Max)12 (44)15 (39)13 (39)15 (37)10 (43)11 (43)
GLM-5.3 (Max)15 (42)12 (47)15 (36)13 (39)15 (38)15 (37)

Evaluations

Evaluations measured independently by Artificial Analysis · AA-PersonalityBench scores are percentile ranks from 1 to 100
Ver mais
No publicly available API

Agentic knowledge work, Elo

1 - hallucination rate

Agentic SaaS workflows

Agentic scientific research workflows in a terminal

Agentic software engineering in open-source repositories

Reasoning & knowledge

Professional document reasoning, All-pass

Agentic coding & terminal use

Physics reasoning

Quantitative analysis on spreadsheets & documents

Legal agentic work, Hallucination-Gated All-Pass Rate

Agentic business operations

Agentic real-world work tasks, Elo

Agentic interactive 3D experiences, Elo

Product and brand videos designed in code, Elo

Kubernetes incident root-cause analysis

MLCR-AAUpdated

Medical long context reasoning

Visual reasoning

Rich, varied, well-crafted language

Well-structured, scannable, answer-first

Truthful, acknowledges uncertainty, non-sycophantic

Use of filler and generic language

Mais da Artificial Analysis