Análisis independiente de IA

Entiende el panorama de la IA para elegir el mejor modelo y proveedor para tu caso de uso

Esfuerzo
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
Nueva evaluación de modelo de lenguaje · 4 nov
Muse Wonder (High)Muse Wonder (High)
Nueva evaluación de modelo de lenguaje · 4 nov
Tencent Hy4Tencent Hy4
Metodología actualizada · 3 nov
Artificial AnalysisArtificial Analysis Performance Benchmarking v3.0.0
Metodología actualizada · 3 nov
Artificial AnalysisArtificial Analysis Intelligence Index v5.0.1
Nueva evaluación de modelo de lenguaje · 2 nov
Gemini 4 Carbon (Low)Gemini 4 Carbon (Low)
Nueva evaluación de modelo de lenguaje · 2 nov
Nanbeige4.3-33BNanbeige4.3-33B
Nueva evaluación de modelo de lenguaje · 1 nov
Gemini 4 Carbon (Medium)Gemini 4 Carbon (Medium)
Nueva evaluación de modelo de lenguaje · 1 nov
DeepSeek V4.1 Flash 1017 (High)DeepSeek V4.1 Flash 1017 (High)
Nueva evaluación de modelo de lenguaje · 30 oct
DeepSeek V4.1 Flash 1017 (Non-reasoning)DeepSeek V4.1 Flash 1017 (Non-reasoning)
Nueva evaluación de modelo de lenguaje · 29 oct
Mistral Large 4 (Medium)Mistral Large 4 (Medium)
Nueva evaluación de modelo de lenguaje · 29 oct
Mistral Large 4 (High)Mistral Large 4 (High)
Nuevo artículo publicado · 28 oct
Gemini 4 Carbon is the new #1 on the Artificial Analysis Intelligence Index v5
Nuevo artículo publicado · 28 oct
GitHub Copilot Fusion orchestrates Anthropic and OpenAI models to balance performance and cost
Nueva evaluación de modelo de lenguaje · 28 oct
Gemini 4 Carbon (High)Gemini 4 Carbon (High)
Nuevo artículo publicado · 27 oct
Announcing Artificial Analysis Intelligence Index v5
Metodología actualizada · 27 oct
Artificial AnalysisArtificial Analysis Intelligence Index v5.0
Nuevo artículo publicado · 26 oct
GPT-6.1 Terra pushes the cost efficiency frontier
Nuevo artículo publicado · 26 oct
Code2Video-AA: how well do AI models design videos in code?
Nueva evaluación de modelo de lenguaje · 26 oct
GPT-6.1 Terra (Non-reasoning)GPT-6.1 Terra (Non-reasoning)
Nueva evaluación de modelo de lenguaje · 26 oct
GPT-6.1 Terra (Low)GPT-6.1 Terra (Low)Ver más

Inteligencia, velocidad y costo de los principales modelos de lenguaje, según nuestras evaluaciones independientes

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

Costo por tarea del Intelligence Index

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

Intelligence Index vs. costo por tarea

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

Intelligence Index vs. costo por tarea, por lanzamiento del 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 a lo largo del tiempoNew

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
Colorear por
No disponible públicamente

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

Comparación de índices de capacidades

Posición entre los modelos seleccionados en cada índice de capacidades
Comparación de índices de capacidades
Finanzas y contabilidadEstrategia y operacionesJurídicoSalud y medicinaIngenieríaEconomía
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
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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

Más de Artificial Analysis