Skip to content
ModelCap

Benchmark leaderboard

Artificial Analysis Intelligence Index

The Artificial Analysis Intelligence Index is a composite of independent evaluations the firm runs itself across reasoning, knowledge, coding, agentic and instruction-following tasks. Every model is measured on the same harness, so the index compares models rather than vendor claims. This page lists every model ModelCap tracks with a published AA Intelligence Index result, its best evaluated configuration, the source's own rank, and the model's ModelCap Index position, API price and context window.

Snapshot as of 16 October 2026

Claude Opus 5.5 from Anthropic leads the Artificial Analysis Intelligence Index among the 60 tracked models with 57.6 (Reasoning configuration), per the source snapshot published 16 October 2026.

Tracked models with a result
60
Entries on the source board
134
Open-weight models listed
27

AA Intelligence Index standings (60 models)

Sorted by published score, one row per model. Source: Artificial Analysis.

Artificial Analysis Intelligence Index: every tracked model's published score, source rank, ModelCap Index position, price and context
#ModelScoreConfigurationSource rankModelCap IndexOutput $/1MContextWeightsPublished
1Claude Opus 5.5Anthropic57.6ReasoningSource label: Max, Default FallbackNormalized effort: Unknown#1 / 134#2$20.001MNo linked weights7 October 2026
2Claude Sonnet 5.5Anthropic56.0ReasoningSource label: Max, Default FallbackNormalized effort: Unknown#2 / 134#15$10.001MNo linked weights7 October 2026
3Claude Fable 5.1Anthropic53.4ReasoningSource label: Max, Default FallbackNormalized effort: Unknown#6 / 134#3$50.001MNo linked weights7 October 2026
4GPT-6 AstraOpenAI52.7MaxSource label: MaxNormalized effort: max#8 / 134#11$50.001MNo linked weights7 October 2026
5Gemini 4 ArgonGoogle52.6HighSource label: HighNormalized effort: high#9 / 134#1$10.001MNo linked weights13 October 2026
6Muse WonderMeta52.4MaxSource label: MaxNormalized effort: max#10 / 134#4$20.001MNo linked weights12 October 2026
7GPT-6.1 SolOpenAI51.8MaxSource label: MaxNormalized effort: max#13 / 134#8$10.001MNo linked weights7 October 2026
8Muse Spark 1.3Meta48.1MaxSource label: MaxNormalized effort: max#21 / 134#6$4.251MNo linked weights7 October 2026
9Grok 4.7xAI46.4X-HighSource label: XhighNormalized effort: xhigh#25 / 134#46$6.00500KNo linked weights7 October 2026
10MiMo-V2.6-ProXiaomi46.3Reasoning#27 / 134#18$0.871MOpen weights7 October 2026
11Qwen3.8 Max (0902)Qwen45.4ReasoningSource label: 0902Normalized effort: Unknown#29 / 134#34$6.001MNo linked weights7 October 2026
12GLM 5.3Z.ai44.8MaxSource label: MaxNormalized effort: max#31 / 134#20$3.201MRestricted license7 October 2026
13Step 5 PreviewStepFun43.7Reasoning#32 / 134#42$2.701MRestricted license8 October 2026
14Kimi K3Moonshot AI43.6MaxSource label: MaxNormalized effort: max#33 / 134#12$11.941MRestricted license7 October 2026
15Claude Haiku 5.5Anthropic43.4MaxSource label: MaxNormalized effort: max#34 / 134#58$0.501MNo linked weights8 October 2026
16GPT-5.6 TerraOpenAI42.1MaxSource label: MaxNormalized effort: max#38 / 134#28$12.001MNo linked weights7 October 2026
17GLM 5.3 FlashZ.ai41.8Reasoning#39 / 134#23$0.201MOpen weights7 October 2026
18Ling 3.1 FlashInclusionAI41.1Reasoning#41 / 134#35$0.225262KOpen weights7 October 2026
19Gemini 3.8 FlashGoogle40.9HighSource label: HighNormalized effort: high#42 / 134#5$4.131MNo linked weights7 October 2026
20Qwen3.8 FlashQwen39.8Reasoning#45 / 134#89$0.471MRestricted license7 October 2026
21DeepSeek V4.1 FlashDeepSeek39.5MaxSource label: MaxNormalized effort: max#47 / 134—$0.1441MOpen weights7 October 2026
22Muse Spark OpenMeta38.9X-HighSource label: XhighNormalized effort: xhigh#48 / 134#16$4.251MGated access15 October 2026
23GPT-6 LunaOpenAI38.1MaxSource label: MaxNormalized effort: max#50 / 134#45$0.501MNo linked weights7 October 2026
24MiMo-V2.6-FlashXiaomi37.9Reasoning#52 / 134#39$0.281MOpen weights7 October 2026
25DeepSeek V4 Pro 0813DeepSeek36.0MaxSource label: MaxNormalized effort: max#54 / 134#29$1.981MOpen weights7 October 2026
26Qwen3.8 27BQwen33.7X-HighSource label: XhighNormalized effort: xhigh#62 / 134#57$2.201MOpen weights14 October 2026
27Gemini 3.1 Pro PreviewGoogle29.7Reasoning#70 / 134#10$12.001MNo linked weights7 October 2026
28MiniMax M3MiniMax29.2Reasoning#72 / 134#48$1.201MRestricted license7 October 2026
29Solar Pro 4Upstage26.6Reasoning#76 / 134#119$0.36524KNo linked weights16 October 2026
30Kimi K2.7 CodeMoonshot AI25.8Reasoning#81 / 134#59$3.35262KRestricted license7 October 2026
31Inkling SmallThinking Machines25.7Reasoning#82 / 134#100$1.20524KOpen weights7 October 2026
32Hy3Tencent25.3Reasoning#84 / 134—$0.528262KOpen weights7 October 2026
33Qwen3.7 PlusQwen25.2Reasoning#85 / 134#36$1.281MNo linked weights7 October 2026
34InklingThinking Machines25.0X-HighSource label: XhighNormalized effort: xhigh#86 / 134#52$4.05524KOpen weights7 October 2026
35Ling 3.0 Flash VLInclusionAI24.6Reasoning#88 / 134#50$0.18131KOpen weights7 October 2026
36Solar Mini 4Upstage24.1Reasoning#89 / 134#51$0.20524KNo linked weights7 October 2026
37Ling 3.0 Flash FinInclusionAI22.6Reasoning#91 / 134#111—262KOpen weights7 October 2026
38Gemini 3.5 Flash LiteGoogle22.2Reasoning#92 / 134#37$2.501MNo linked weights7 October 2026
39Qwen3.5 397B A17BQwen18.4ReasoningSource label: ReasoningNormalized effort: Unknown#102 / 134#44$3.60262KOpen weights7 October 2026
40Qwen3.6 35B A3BQwen18.2ReasoningSource label: ReasoningNormalized effort: Unknown#103 / 134#95$1.00262KOpen weights7 October 2026
41Ring 2.6 1TInclusionAI16.6Reasoning#105 / 134#87——Open weights7 October 2026
42Qwen3.5-122B-A10BQwen15.6ReasoningSource label: ReasoningNormalized effort: Unknown#107 / 134#81$2.08262KOpen weights7 October 2026
43Mistral Medium 3.5Mistral AI14.2Reasoning#109 / 134#74$7.50262KNo linked weights7 October 2026
44Command A+Cohere13.1Reasoning#110 / 134#176$1.50192KNo linked weights7 October 2026
45Nemotron 3.5 LightningNVIDIA12.9Reasoning#111 / 134#196$0.20262KRestricted license7 October 2026
46granite 4.2 30bIBM Granite12.7Reasoning#112 / 134#175—131KOpen weights9 October 2026
47MiniCPM5 2BOpenbmb12.5Reasoning#113 / 134#145——Open weights7 October 2026
48Mercury 2.5Inception Labs12.3Reasoning#114 / 134#174$0.15260KNo linked weights7 October 2026
49gpt-oss-120bOpenAI11.6HighSource label: HighNormalized effort: high#115 / 134#156$0.60131KOpen weights7 October 2026
50Mistral Small 4Mistral AI11.3ReasoningSource label: ReasoningNormalized effort: Unknown#116 / 134#261$0.60262KOpen weights7 October 2026
51Qwen3.5-9BQwen11.2ReasoningSource label: ReasoningNormalized effort: Unknown#117 / 134#134$0.15262KOpen weights7 October 2026
52Granite 4.2 8BIBM Granite11.1Reasoning#118 / 134#240$0.25131KOpen weights7 October 2026
53Ling 3.0 tinyInclusionAI11.1Reasoning#119 / 134#137——Open weights7 October 2026
54Trinity Large ThinkingArcee AI10.8Reasoning#120 / 134#133$0.80262KRestricted license7 October 2026
55North Mini CodeCohere9.9Reasoning#121 / 134#179Free256KOpen weights7 October 2026
56Llama 4 MaverickMeta9.3Non-reasoning#122 / 134#201$0.6521MGated access15 October 2026
57Qwen3 Coder NextQwen9.2Non-reasoning#123 / 134#77$0.80262KOpen weights7 October 2026
58granite 4.2 3bIBM Granite9.1Reasoning#124 / 134#241—131KOpen weights7 October 2026
59gpt-oss-20bOpenAI9.0HighSource label: HighNormalized effort: high#125 / 134#205$0.09131KOpen weights7 October 2026
60Llama 4 ScoutMeta6.5Non-reasoning#128 / 134#206$0.301.3MGated access15 October 2026

How ModelCap uses AA Intelligence Index

AA Intelligence Index ranks models by the composite Intelligence Index across Artificial Analysis's evaluation suite. ModelCap ingests the board as published, matches each entry to a catalogue model with a reviewed identity, and shows the source's score, interval and rank unchanged. Not on its own. The ModelCap Index combines several public capability sources with published uncertainty; AA Intelligence Index contributes as general evidence where a model has an admitted result. The methodology page documents the weighting. Read the methodology and identity rules.

AA Intelligence Index leaderboard: common questions

What is the AA Intelligence Index benchmark?

The Artificial Analysis Intelligence Index is a composite of independent evaluations the firm runs itself across reasoning, knowledge, coding, agentic and instruction-following tasks. Every model is measured on the same harness, so the index compares models rather than vendor claims. It is published by Artificial Analysis.

Which AI model leads AA Intelligence Index right now?

Claude Opus 5.5 (Anthropic) holds the top AA Intelligence Index score among the models ModelCap tracks, at 57.6 as of the source snapshot published 16 October 2026.

How many models are ranked on the AA Intelligence Index leaderboard here?

60 tracked models have a published AA Intelligence Index result on ModelCap; the source board itself lists 134 entries. Each row shows the model's best evaluated configuration.

What is the best open-weight model on AA Intelligence Index?

MiMo-V2.6-Pro from Xiaomi is the highest-scoring model with openly downloadable weights on this board, at 46.3.

Which model offers the best value on AA Intelligence Index?

Among the ten highest-scoring priced models, MiMo-V2.6-Pro has the lowest listed output price at $0.87 per 1M tokens while scoring 46.3.

How is AA Intelligence Index scored?

The board ranks models by the composite Intelligence Index across Artificial Analysis's evaluation suite; higher scores are better. ModelCap shows the source's own score, interval and rank and never re-runs the evaluation.

Does AA Intelligence Index decide the ModelCap Index rank?

Not on its own. The ModelCap Index combines several public capability sources with published uncertainty; AA Intelligence Index contributes as general evidence where a model has an admitted result. The methodology page documents the weighting.

How recent are the AA Intelligence Index results?

The newest AA Intelligence Index publication ModelCap holds is dated 16 October 2026. This page uses the published snapshot; source collection, publication and page updates happen separately.

Explore further