Unabhängige Analyse von KI

Die KI-Landschaft verstehen und das beste Modell und den besten Anbieter für den eigenen Anwendungsfall auswählen

Effort
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
Neuer Artikel veröffentlicht · 5. Nov.
Nanbeige has released Nanbeige4.3-33B scoring 20 on the Intelligence Index
Neue Sprachmodellevaluation · 4. Nov.
Muse Wonder (High)Muse Wonder (High)
Neue Sprachmodellevaluation · 4. Nov.
Tencent Hy4Tencent Hy4
Methodik aktualisiert · 3. Nov.
Artificial AnalysisArtificial Analysis Performance Benchmarking v3.0.0
Methodik aktualisiert · 3. Nov.
Artificial AnalysisArtificial Analysis Intelligence Index v5.0.1
Neue Sprachmodellevaluation · 2. Nov.
Gemini 4 Carbon (Low)Gemini 4 Carbon (Low)
Neue Sprachmodellevaluation · 2. Nov.
Nanbeige4.3-33BNanbeige4.3-33B
Neue Sprachmodellevaluation · 1. Nov.
Gemini 4 Carbon (Medium)Gemini 4 Carbon (Medium)
Neue Sprachmodellevaluation · 1. Nov.
DeepSeek V4.1 Flash 1017 (High)DeepSeek V4.1 Flash 1017 (High)
Neue Sprachmodellevaluation · 30. Okt.
DeepSeek V4.1 Flash 1017 (Non-reasoning)DeepSeek V4.1 Flash 1017 (Non-reasoning)
Neue Sprachmodellevaluation · 29. Okt.
Mistral Large 4 (Medium)Mistral Large 4 (Medium)
Neue Sprachmodellevaluation · 29. Okt.
Mistral Large 4 (High)Mistral Large 4 (High)
Neuer Artikel veröffentlicht · 28. Okt.
Gemini 4 Carbon is the new #1 on the Artificial Analysis Intelligence Index v5
Neuer Artikel veröffentlicht · 28. Okt.
GitHub Copilot Fusion orchestrates Anthropic and OpenAI models to balance performance and cost
Neue Sprachmodellevaluation · 28. Okt.
Gemini 4 Carbon (High)Gemini 4 Carbon (High)
Neuer Artikel veröffentlicht · 27. Okt.
Announcing Artificial Analysis Intelligence Index v5
Methodik aktualisiert · 27. Okt.
Artificial AnalysisArtificial Analysis Intelligence Index v5.0
Neuer Artikel veröffentlicht · 26. Okt.
GPT-6.1 Terra pushes the cost efficiency frontier
Neuer Artikel veröffentlicht · 26. Okt.
Code2Video-AA: how well do AI models design videos in code?
Neue Sprachmodellevaluation · 26. Okt.
GPT-6.1 Terra (Non-reasoning)GPT-6.1 Terra (Non-reasoning)Mehr anzeigen

Intelligenz, Geschwindigkeit und Kosten führender Sprachmodelle auf Grundlage unserer unabhängigen Evaluationen

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

Kosten pro Aufgabe des Intelligence Index

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

Intelligence Index vs. Kosten pro Aufgabe

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

Intelligence Index vs. Kosten pro Aufgabe nach Modell-Release

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 im ZeitverlaufNew

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
Färben nach
Nicht öffentlich verfügbar

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

Vergleich der Fähigkeitsindizes

Rang unter den ausgewählten Modellen in jedem Fähigkeitsindex
Vergleich der Fähigkeitsindizes
Finanzen und RechnungswesenStrategie und BetriebRechtGesundheit und MedizinIngenieurwesenVolkswirtschaft
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
Mehr anzeigen
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

Mehr von Artificial Analysis