Artificial Analysis Intelligence Index
A composite AI model intelligence scoring index published by the Artificial Analysis platform. It aggregates weighted results from multiple authoritative benchmarks, including MMLU, HumanEval, MATH, and GPQA, to evaluate models across reasoning, coding, mathematics, and knowledge question-answering capabilities.
Core Facts
There is a gap between benchmark scores and real user experience, and some vendors engage in targeted optimization for specific benchmarks (score gaming) as well as training data contamination that inflates scores.
The Artificial Analysis Intelligence Index provides a unified intelligence score by integrating multiple evaluations including reasoning, coding, mathematics, and knowledge Q&A.
Artificial Analysis是一个独立的AI模型基准测试平台，综合编程能力、数学推理、语言理解、知识问答等多个维度评估模型表现
Timeline (last 90 days)
According to evaluation data from the Artificial Analysis Intelligence Index, Grok ranks fourth in the coding agent category, behind the top three.
In the Intelligence Index given by the independent evaluation organization Artificial Analysis, Muse Wonder scores only 52, while Claude Opus 5.5 reaches 58.
The Artificial Analysis Intelligence Index is a public leaderboard maintained by the independent evaluation firm Artificial Analysis, covering about 200-plus models.
Among the top ten models, TTFT ranges from 748.61 seconds to 2.82 seconds, a difference of up to 265 times.
Alibaba claims the related system's score on the Artificial Analysis Intelligence Index rose from 40 to 45 within 30 days.
On the Artificial Analysis Intelligence Index, Haiku 4.5 scored 17 points, while Haiku 5.5 jumped to 43 points, second only to Kimi K3's 44 points.
Korean AI startup Motif, with a team of 30 people using fewer than 1,000 GPUs, trained a model that ranks in the top five on the Artificial Analysis Intelligence Index open-source model leaderboard.
Artificial Analysis ranks Argon eighth in an index of 223 models at the same price point.
K2 Horizon 7B achieved a score on the Artificial Analysis Intelligence Index that falls between Qwen 3.6 27B and Qwen 3.6 35BA3b.
How to fairly compare commercial closed-source models and open-source models within an evaluation system will become a challenge that such indices need to address.
4 more timeline events
All Facts (15)
There is a gap between benchmark scores and real user experience, and some vendors engage in targeted optimization for specific benchmarks (score gaming) as well as training data contamination that inflates scores.
90%VerifiedThe Artificial Analysis Intelligence Index provides a unified intelligence score by integrating multiple evaluations including reasoning, coding, mathematics, and knowledge Q&A.
75%VerifiedArtificial Analysis是一个独立的AI模型基准测试平台，综合编程能力、数学推理、语言理解、知识问答等多个维度评估模型表现
70%Partially VerifiedIn the Intelligence Index given by the independent evaluation organization Artificial Analysis, Muse Wonder scores only 52, while Claude Opus 5.5 reaches 58.
70%UnverifiedThe Artificial Analysis Index (AA) is published by the independent evaluation organization Artificial Analysis, aggregating benchmarks such as MMLU, GPQA, HumanEval, and MATH to calculate a composite score from 0 to 100.
70%UnverifiedAccording to evaluation data from the Artificial Analysis Intelligence Index, Grok ranks fourth in the coding agent category, behind the top three.
50%UnverifiedThe Artificial Analysis Intelligence Index is a public leaderboard maintained by the independent evaluation firm Artificial Analysis, covering about 200-plus models.
50%UnverifiedAmong the top ten models, TTFT ranges from 748.61 seconds to 2.82 seconds, a difference of up to 265 times.
50%UnverifiedAlibaba claims the related system's score on the Artificial Analysis Intelligence Index rose from 40 to 45 within 30 days.
50%UnverifiedOn the Artificial Analysis Intelligence Index, Haiku 4.5 scored 17 points, while Haiku 5.5 jumped to 43 points, second only to Kimi K3's 44 points.
50%UnverifiedKorean AI startup Motif, with a team of 30 people using fewer than 1,000 GPUs, trained a model that ranks in the top five on the Artificial Analysis Intelligence Index open-source model leaderboard.
50%UnverifiedArtificial Analysis ranks Argon eighth in an index of 223 models at the same price point.
50%UnverifiedArtificial Analysis released version v4.2 of the Intelligence Index.
60%UnverifiedFuture versions may introduce dedicated tests targeting multimodal capabilities, long-context processing, and domain-specific tasks.
50%UnverifiedHow to fairly compare commercial closed-source models and open-source models within an evaluation system will become a challenge that such indices need to address.
50%