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Artificial Analysis Intelligence Index

artificialanalysis.ai

composite of several evaluations run by Artificial Analysis

data quality57

Updated 1 h ago · first seen 11 Sept 2026

Metric
index
Current results
1,272
Models
477
Current leader
Claude Fable 5.1 53.4

Score history · phi-3-mini 2 rows

Score history for phi-3-mini02468Sept 26Sept 26Sept 26Sept 26Sept 26Sept 26Sept 26Sept 26Sept 26
  • phi-3-mini
  • 5.82aa_slug=phi-3-mini · version=4.3 · estimated=true · reasoning=off12 Sept 2026
  • 5.82aa_slug=phi-3-mini · version=4.3 · estimated=true11 Sept 2026

Back to the leaderboard

Frontier over time · index

8 leader changes recorded, all dated 11 Sept 2026 — the frontier line needs at least two distinct dates. The corpus is young: every result was first observed on the same day, so leader changes will separate in time as sources are re-crawled.

  1. 53.4Claude Fable 5.1 Anthropic Independent11 Sept 2026
  2. 53.2Claude Fable 5.1 Anthropic Independent11 Sept 2026
  3. 51.2Claude Fable 5.1 Anthropic Independent11 Sept 2026
  4. 51.0gpt-6-astra OpenAI Independent11 Sept 2026
  5. 49.7gpt-6-astra OpenAI Independent11 Sept 2026
  6. 45.1Claude Opus 5 Anthropic Independent11 Sept 2026
  7. 14.6grok-3-mini-reasoning SpaceXAI Independent11 Sept 2026
  8. 5.71llama-2-chat-7b Meta AI Independent11 Sept 2026

Includes closed rows (history). A point is emitted whenever a result beats every earlier result of the same group, ordered by evaluated_at when the source publishes it, else observed_at.

Leaderboard 477 models · trust independent-evaluator

Select models with +, then Compare.

Leaderboard
#ModelScoreTrustConfigurationvs leaderEvaluatedSourceActions
1Claude Fable 5.1ClosedAnthropic · Claude · best of 10 rows53.4Independentreasoning_effortmaxversion4.3leaderobs. 12 Sept 2026artificialanalysis.aiT2History
2gpt-6-astraClosedOpenAI · GPT 6 · best of 11 rows52.8Independentreasoning_effortmaxversion4.3Comparable-0.56obs. 12 Sept 2026artificialanalysis.aiT2History
3Claude Opus 5ClosedAnthropic · Claude · best of 10 rows50.7Independentreasoning_effortmaxversion4.3Comparable-2.67obs. 12 Sept 2026artificialanalysis.aiT2History
4Claude Fable 5ClosedAnthropic · Claude · best of 2 rows49.7Independentreasoningonversion4.3Partially comparable-3.67obs. 12 Sept 2026artificialanalysis.aiT2History
5Muse Spark 1.3ClosedMeta AI · best of 4 rows48.2Independentreasoning_effortmaxversion4.3Comparable-5.20obs. 12 Sept 2026artificialanalysis.aiT2History
6gpt-5.6-solClosedOpenAI · GPT 5.6 · best of 12 rows47.1Independentreasoning_effortmaxversion4.3Comparable-6.31obs. 12 Sept 2026artificialanalysis.aiT2History
7GLM 5.3Open weightsZ.ai (Zhipu AI) · GLM5.3 · best of 2 rows44.9Independentreasoning_effortmaxversion4.3Comparable-8.51obs. 12 Sept 2026artificialanalysis.aiT2History
8Grok 4.6ClosedxAI · Grok · best of 8 rows44.4Independentreasoning_efforthighversion4.3Partially comparable-8.96obs. 12 Sept 2026artificialanalysis.aiT2History
9Kimi K3Open weightsMoonshot AI · Kimi · best of 4 rows43.8Independentreasoning_effortmaxversion4.3Comparable-9.59obs. 12 Sept 2026artificialanalysis.aiT2History
10gpt-5.6-terraClosedOpenAI · GPT 5.6 · best of 12 rows42.3Independentreasoning_effortmaxversion4.3Comparable-11.1obs. 12 Sept 2026artificialanalysis.aiT2History
11Claude Opus 4.8ClosedAnthropic · Claude · best of 2 rows42.0Independentreasoning_effortmaxversion4.3Comparable-11.4obs. 12 Sept 2026artificialanalysis.aiT2History
12GLM 5.3 FlashOpen weightsZ.ai (Zhipu AI) · GLM5.3 · best of 2 rows41.9Independentreasoningonversion4.3Partially comparable-11.5obs. 12 Sept 2026artificialanalysis.aiT2History
13Gemini 3.8 FlashClosedGoogle · Gemini 3.8 · best of 6 rows41.2Independentreasoning_efforthighversion4.3Partially comparable-12.2obs. 12 Sept 2026artificialanalysis.aiT2History
14Claude Opus 4.7ClosedAnthropic · Claude · best of 4 rows40.7Independentreasoning_effortmaxversion4.3Comparable-12.7obs. 12 Sept 2026artificialanalysis.aiT2History
15Qwen 3.8 MaxClosedQwen · Qwen3.8 · best of 2 rows40.3Independentreasoningonversion4.3Partially comparable-13.1obs. 12 Sept 2026artificialanalysis.aiT2History
16Qwen3.8 2.4T A95BOpen weightsQwen · Qwen3.8 · best of 2 rows40.0Independentreasoningonversion4.3Partially comparable-13.3obs. 12 Sept 2026artificialanalysis.aiT2History
17Qwen3.8 FlashOpen weightsQwen · Qwen3.8 · best of 2 rows39.9Independentreasoningonversion4.3Partially comparable-13.5obs. 12 Sept 2026artificialanalysis.aiT2History
18Muse Spark 1.2ClosedMeta AI · best of 2 rows39.8Independentreasoning_effortxhighversion4.3Partially comparable-13.6obs. 12 Sept 2026artificialanalysis.aiT2History
19Gemini 3.7 FlashClosedGoogle · Gemini 3.7 · best of 6 rows39.6Independentreasoning_effortmediumversion4.3Partially comparable-13.8obs. 12 Sept 2026artificialanalysis.aiT2History
20DeepSeek-V4.1-FlashOpen weightsDeepSeek · DeepSeek · best of 2 rows39.5Independentreasoning_effortmaxversion4.3Comparable-13.8obs. 12 Sept 2026artificialanalysis.aiT2History
21Grok 4.5ClosedxAI · Grok · best of 2 rows39.1Independentreasoning_efforthighversion4.3Partially comparable-14.3obs. 12 Sept 2026artificialanalysis.aiT2History
22gpt-5.4ClosedOpenAI · GPT 5.4 · best of 6 rows39.0Independentreasoning_effortxhighversion4.3Partially comparable-14.4obs. 12 Sept 2026artificialanalysis.aiT2History
23Z.ai GLM 5.2Open weightsZ.ai (Zhipu AI) · GLM5.2 · best of 4 rows38.6Independentreasoning_effortmaxversion4.3Comparable-14.7obs. 12 Sept 2026artificialanalysis.aiT2History
24gpt-5.5ClosedOpenAI · GPT 5.5 · best of 10 rows38.6Independentreasoning_effortxhighversion4.3Partially comparable-14.7obs. 12 Sept 2026artificialanalysis.aiT2History
25Claude Sonnet 5ClosedAnthropic · Claude · best of 12 rows38.4Independentreasoning_effortmaxversion4.3Comparable-15.0obs. 12 Sept 2026artificialanalysis.aiT2History
26gpt-5.6-lunaClosedOpenAI · GPT 5.6 · best of 12 rows37.5Independentreasoning_effortmaxversion4.3Comparable-15.9obs. 12 Sept 2026artificialanalysis.aiT2History
27deepseek-v4-proClosedDeepSeek · V4 · best of 2 rows36.3Independentreasoning_effortmaxversion4.3Comparable-17.1obs. 12 Sept 2026artificialanalysis.aiT2History
28agnes-3-0-flashClosedSapiens AI · best of 2 rows35.5Independentreasoningonversion4.3Partially comparable-17.9obs. 12 Sept 2026artificialanalysis.aiT2History
29agnes-2-5-pro-betaClosedSapiens AI · best of 2 rows35.2Independentreasoningonversion4.3Partially comparable-18.1obs. 12 Sept 2026artificialanalysis.aiT2History
30deepseek-v4-flash-visionClosedDeepSeek · DeepSeek · best of 2 rows35.0Independentreasoning_effortmaxversion4.3Comparable-18.4obs. 12 Sept 2026artificialanalysis.aiT2History
31deepseek-v4-flashOpen weightsDeepSeek · DeepSeek · best of 2 rows34.5Independentreasoning_effortmaxversion4.3Comparable-18.8obs. 12 Sept 2026artificialanalysis.aiT2History
32Gemini 3.6 FlashClosedGoogle · Gemini 3.6 · best of 2 rows34.3Independentreasoningonversion4.3Partially comparable-19.0obs. 12 Sept 2026artificialanalysis.aiT2History
33Muse Spark 1.1ClosedMeta AI · best of 2 rows34.3Independentreasoning_effortxhighversion4.3Partially comparable-19.1obs. 12 Sept 2026artificialanalysis.aiT2History
34Qwen3.8 27BOpen weightsQwen · Qwen3.8 · best of 8 rows33.9Independentreasoning_effortxhighversion4.3Partially comparable-19.5obs. 12 Sept 2026artificialanalysis.aiT2History
35Gemini 3.5 FlashClosedGoogle · Gemini 3.5 · best of 6 rows33.6Independentreasoning_effortmediumversion4.3Partially comparable-19.7obs. 12 Sept 2026artificialanalysis.aiT2History
36motif-3Open weightsMotif Technologies · best of 2 rows33.6Independentreasoningonversion4.3Partially comparable-19.8obs. 12 Sept 2026artificialanalysis.aiT2History
37gpt-5.3-codexClosedOpenAI · GPT 5.3 · best of 2 rows32.5Independentreasoning_effortxhighversion4.3Partially comparable-20.9obs. 12 Sept 2026artificialanalysis.aiT2History
38motif-0714ClosedMotif Technologies · best of 2 rows32.3Independentreasoningonversion4.3Partially comparable-21.1obs. 12 Sept 2026artificialanalysis.aiT2History
39Claude Opus 4.6ClosedAnthropic · Claude · best of 4 rows31.9Independentreasoningadaptivereasoning_effortmaxversion4.3Partially comparable-21.4obs. 12 Sept 2026artificialanalysis.aiT2History
40Kimi K2.6Open weightsMoonshot AI · Kimi · best of 4 rows31.3Independentreasoningonversion4.3Partially comparable-22.0obs. 12 Sept 2026artificialanalysis.aiT2History
41muse-sparkClosedMeta AI · best of 2 rows31.3Independentreasoningonversion4.3Partially comparable-22.1obs. 12 Sept 2026artificialanalysis.aiT2History
42deepseek-v4-pro-0424Open weightsDeepSeek · DeepSeek · best of 4 rows30.9Independentreasoning_effortmaxversion4.3Comparable-22.5obs. 12 Sept 2026artificialanalysis.aiT2History
43k2-horizon-375b-a23bOpen weightsMBZUAI Institute of Foundation Models · best of 2 rows30.7Independentreasoningonversion4.3Partially comparable-22.7obs. 12 Sept 2026artificialanalysis.aiT2History
44Claude Sonnet 4.6ClosedAnthropic · Claude · best of 5 rows30.4Independentreasoningadaptivereasoning_effortmaxversion4.3Partially comparable-22.9obs. 12 Sept 2026artificialanalysis.aiT2History
44gpt-5.2ClosedOpenAI · GPT 5.2 · best of 6 rows30.4Independentreasoning_effortxhighversion4.3Partially comparable-22.9obs. 12 Sept 2026artificialanalysis.aiT2History
46apodex-1-1ClosedApodex · best of 2 rows30.4Independentreasoningonversion4.3Partially comparable-23.0obs. 12 Sept 2026artificialanalysis.aiT2History
47Gemini 3.1 Pro PreviewClosedGoogle · Gemini 3.1 · best of 2 rows30.4Independentreasoningonversion4.3Partially comparable-23.0obs. 12 Sept 2026artificialanalysis.aiT2History
48deepseek-v4-pro-0424-highOpen weightsDeepSeek · DeepSeek30.1Independentversion4.3Partially comparable-23.3obs. 11 Sept 2026artificialanalysis.aiT2History
49Qwen3.7 MaxClosedQwen · Qwen3.7 · best of 2 rows29.9Independentreasoningonversion4.3Partially comparable-23.5obs. 12 Sept 2026artificialanalysis.aiT2History
50MiniMax-M3Open weightsMiniMax · MiniMax · best of 2 rows29.6Independentreasoningonversion4.3Partially comparable-23.8obs. 12 Sept 2026artificialanalysis.aiT2History
51Claude Opus 4.5ClosedAnthropic · Claude · best of 4 rows29.1Independentreasoningonversion4.3Partially comparable-24.3obs. 12 Sept 2026artificialanalysis.aiT2History
52mimo-v2-proClosedXiaomi · best of 2 rows28.6Independentreasoningonversion4.3Partially comparable-24.7obs. 12 Sept 2026artificialanalysis.aiT2History
53GPT-5.2-CodexClosedOpenAI · GPT 5.2 · best of 2 rows28.5Independentreasoning_effortxhighversion4.3Partially comparable-24.9obs. 12 Sept 2026artificialanalysis.aiT2History
54Qwen3.6 Max PreviewClosedQwen · Qwen3.6 · best of 2 rows28.4Independentreasoningonversion4.3Partially comparable-25.0obs. 12 Sept 2026artificialanalysis.aiT2History
55nex-n2-proOpen weightsNex AGI · best of 2 rows28.2Independentreasoningonversion4.3Partially comparable-25.2obs. 12 Sept 2026artificialanalysis.aiT2History
56Solar Pro 4ClosedUpstage · Solar · best of 2 rows28.1Independentreasoningonversion4.3Partially comparable-25.2obs. 12 Sept 2026artificialanalysis.aiT2History
57gemini-3-proClosedGoogle · Gemini 3 · best of 4 rows28.0Independentreasoning_efforthighversion4.3Partially comparable-25.4obs. 12 Sept 2026artificialanalysis.aiT2History
58GLM 5Open weightsZ.ai (Zhipu AI) · GLM5 · best of 4 rows27.9Independentreasoningonversion4.3Partially comparable-25.5obs. 12 Sept 2026artificialanalysis.aiT2History
59agnes-2-5-pro-alphaOpen weightsSapiens AI · best of 2 rows27.8Independentreasoningonversion4.3Partially comparable-25.6obs. 12 Sept 2026artificialanalysis.aiT2History
60jt-4-1-flash-236b-a21bClosedChina Mobile · best of 2 rows27.3Independentreasoningoffversion4.3Partially comparable-26.1obs. 12 Sept 2026artificialanalysis.aiT2History
61grok-build-0-1-06-16ClosedSpaceXAI · Grok · best of 2 rows27.2Independentreasoningonversion4.3Partially comparable-26.2obs. 12 Sept 2026artificialanalysis.aiT2History
62quasar-438bClosedMultiverse Computing · best of 2 rows27.1Independentreasoning_effortmaxversion4.3Comparable-26.2obs. 12 Sept 2026artificialanalysis.aiT2History
63Qwen3.6 PlusClosedQwen · Qwen3.6 · best of 2 rows27.0Independentreasoningonversion4.3Partially comparable-26.4obs. 12 Sept 2026artificialanalysis.aiT2History
64gpt-5-5-instant-06-26ClosedOpenAI · GPT 5.5 · best of 2 rows26.8Independentreasoningonversion4.3Partially comparable-26.6obs. 12 Sept 2026artificialanalysis.aiT2History
65GLM 5 TurboClosedZ.ai (Zhipu AI) · GLM5 · best of 2 rows26.6Independentreasoningonversion4.3Partially comparable-26.8obs. 12 Sept 2026artificialanalysis.aiT2History
66GLM 5.1Open weightsZ.ai (Zhipu AI) · GLM5.1 · best of 4 rows26.4Independentreasoningonversion4.3Partially comparable-26.9obs. 12 Sept 2026artificialanalysis.aiT2History
67MiMo-V2.5-ProOpen weightsXiaomi · best of 4 rows26.4Independentreasoningonversion4.3Partially comparable-27.0obs. 12 Sept 2026artificialanalysis.aiT2History
68Gemini 3 Flash PreviewClosedGoogle · Gemini 326.3Independentversion4.3Partially comparable-27.0obs. 11 Sept 2026artificialanalysis.aiT2History
68gemini-3-flashClosedGoogle · Gemini 3 · best of 3 rows26.3Independentreasoningonversion4.3Partially comparable-27.0obs. 12 Sept 2026artificialanalysis.aiT2History
70Kimi K2.7 CodeOpen weightsMoonshot AI · Kimi · best of 2 rows26.3Independentreasoningonversion4.3Partially comparable-27.1obs. 12 Sept 2026artificialanalysis.aiT2History
71Inkling SmallOpen weightsThinking Machines · best of 2 rows26.1Independentreasoningonversion4.3Partially comparable-27.3obs. 12 Sept 2026artificialanalysis.aiT2History
72Qwen 3.7 PlusClosedQwen · Qwen3.7 · best of 2 rows25.8Independentreasoningonversion4.3Partially comparable-27.5obs. 12 Sept 2026artificialanalysis.aiT2History
73Hy3Open weightsTencent · best of 5 rows25.8Independentreasoningonversion4.3Partially comparable-27.6obs. 12 Sept 2026artificialanalysis.aiT2History
74Grok 4.20ClosedxAI · Grok · best of 3 rows25.7Independentreasoningonversion4.3Partially comparable-27.7obs. 12 Sept 2026artificialanalysis.aiT2History
75InklingOpen weightsThinking Machines · best of 2 rows25.5Independentreasoningonversion4.3Partially comparable-27.8obs. 12 Sept 2026artificialanalysis.aiT2History
76Grok 4.3ClosedxAI · Grok · best of 8 rows25.4Independentreasoning_efforthighversion4.3Partially comparable-28.0obs. 12 Sept 2026artificialanalysis.aiT2History
77grok-4-20-0309ClosedSpaceXAI · Grok 4.20 · best of 4 rows25.2Independentreasoningonversion4.3Partially comparable-28.1obs. 12 Sept 2026artificialanalysis.aiT2History
78mimo-v2-omni-0327ClosedXiaomi · best of 2 rows25.1Independentreasoningonversion4.3Partially comparable-28.2obs. 12 Sept 2026artificialanalysis.aiT2History
79Ling 3.0 FlashOpen weightsinclusionAI · best of 2 rows24.9Independentreasoningonversion4.3Partially comparable-28.4obs. 12 Sept 2026artificialanalysis.aiT2History
80GPT-5-CodexClosedOpenAI · GPT 5 · best of 2 rows24.9Independentreasoning_efforthighversion4.3Partially comparable-28.5obs. 12 Sept 2026artificialanalysis.aiT2History
81deepseek-v4-flash-0420Open weightsDeepSeek · DeepSeek · best of 4 rows24.8Independentreasoning_efforthighversion4.3Partially comparable-28.5obs. 12 Sept 2026artificialanalysis.aiT2History
81deepseek-v4-flash-0420-highOpen weightsDeepSeek · DeepSeek24.8Independentversion4.3Partially comparable-28.5obs. 11 Sept 2026artificialanalysis.aiT2History
83Ling 3.0 Flash VLOpen weightsinclusionAI · best of 2 rows24.8Independentreasoningonversion4.3Partially comparable-28.6obs. 12 Sept 2026artificialanalysis.aiT2History
84gpt-5.1ClosedOpenAI · GPT 5.1 · best of 4 rows24.7Independentreasoning_efforthighversion4.3Partially comparable-28.6obs. 12 Sept 2026artificialanalysis.aiT2History
84solar-open2-250bOpen weightsUpstage · Solar · best of 2 rows24.7Independentreasoningonversion4.3Partially comparable-28.6obs. 12 Sept 2026artificialanalysis.aiT2History
86gpt-5.4-miniClosedOpenAI · GPT 5.4 · best of 6 rows24.6Independentreasoning_effortxhighversion4.3Partially comparable-28.8obs. 12 Sept 2026artificialanalysis.aiT2History
87mimo-v2-omniClosedXiaomi · best of 2 rows23.9Independentreasoningonversion4.3Partially comparable-29.4obs. 12 Sept 2026artificialanalysis.aiT2History
88GPT-5.1-CodexClosedOpenAI · GPT 5.1 · best of 2 rows23.7Independentreasoning_efforthighversion4.3Partially comparable-29.7obs. 12 Sept 2026artificialanalysis.aiT2History
89GLM 5V TurboClosedZ.ai (Zhipu AI) · GLM5 · best of 2 rows23.5Independentreasoningonversion4.3Partially comparable-29.9obs. 12 Sept 2026artificialanalysis.aiT2History
90Kimi K2.5Open weightsMoonshot AI · Kimi · best of 4 rows23.5Independentreasoningonversion4.3Partially comparable-29.9obs. 12 Sept 2026artificialanalysis.aiT2History
91Nemotron 3 UltraOpen weightsNVIDIA · Nemotron 3 · best of 2 rows23.4Independentreasoningonversion4.3Partially comparable-30.0obs. 12 Sept 2026artificialanalysis.aiT2History
92MiniMax M2.7Open weightsMiniMax · MiniMax · best of 2 rows23.2Independentreasoningonversion4.3Partially comparable-30.1obs. 12 Sept 2026artificialanalysis.aiT2History
93gpt-5ClosedOpenAI · GPT 5 · best of 8 rows23.0Independentreasoning_efforthighversion4.3Partially comparable-30.4obs. 12 Sept 2026artificialanalysis.aiT2History
94Qwen3.5-27BOpen weightsQwen · Qwen3.5 · best of 4 rows22.9Independentreasoningonversion4.3Partially comparable-30.5obs. 12 Sept 2026artificialanalysis.aiT2History
95Claude Opus 4.1ClosedAnthropic · Claude · best of 4 rows22.9Independentreasoningonversion4.3Partially comparable-30.5obs. 12 Sept 2026artificialanalysis.aiT2History
96MiniMax M2.5Open weightsMiniMax · MiniMax · best of 2 rows22.8Independentreasoningonversion4.3Partially comparable-30.6obs. 12 Sept 2026artificialanalysis.aiT2History
97Hy3 previewOpen weightsTencent22.7Independentversion4.3Partially comparable-30.6obs. 11 Sept 2026artificialanalysis.aiT2History
98a-x-k2Open weightsSK Telecom · best of 2 rows22.7Independentreasoningonversion4.3Partially comparable-30.7obs. 12 Sept 2026artificialanalysis.aiT2History
99gpt-5-5-instant-05-26ClosedOpenAI · GPT 5.5 · best of 2 rows22.7Independentreasoningonversion4.3Partially comparable-30.7obs. 12 Sept 2026artificialanalysis.aiT2History
100Gemini 3.5 Flash-LiteClosedGoogle · Gemini 3.5 · best of 2 rows22.7Independentreasoningonversion4.3Partially comparable-30.7obs. 12 Sept 2026artificialanalysis.aiT2History

One row per canonical model — its best current row inside this comparability group (effort variants are folded into the model). Bars are relative to the page's best score. “vs leader” reads comparability: partially comparable = same task, conditions differ (reasoning effort, temperature, judge). Rules →