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Artificial Analysis Intelligence Index: Results as Published
Every result the catalog holds for Artificial Analysis Intelligence Index: 35 models from 12 developers, read from 9 pages. Each number is as printed by the company named beside it; nothing is ranked or rescored. Models are listed by developer, newest first.
Area Preference and Composite RankingsMaintainer Artificial AnalysisIntroduced 2026Data version 2026103001, as of 2026-10-30
The Artificial Analysis Intelligence Index combines several test suites of primarily text-based, English-language tasks into one score for a language model. Its methodology page groups the evaluations into agents, coding, general knowledge and scientific reasoning, with a weight for each. The score is a weighted average, and agent tests are converted from Elo ratings to a 0 to 1 contribution.
Artificial Analysis Intelligence Index
| Model | Value | Printed by | Setup as printed |
|---|---|---|---|
| GPT-5.6 SolOpenAI, released 2026-07-09 | 61 | xAI, Introducing Grok 4.6checked 2026-10-15 | Effort: max |
| GPT-5.6 TerraOpenAI, released 2026-07-09 | 57 | Google, Gemini 3.7 Flash model cardchecked 2026-10-15 | - |
| GPT-5.4OpenAI, released 2026-03-05 | 57 | MiniMax, MiniMax-M2.7 model cardchecked 2026-10-15 | - |
| Claude Sonnet 5Anthropic, released 2026-06-30 | 55 | Google, Gemini 3.7 Flash model cardchecked 2026-10-15 | - |
| Claude Fable 5Anthropic, released 2026-06-09 | 62 | xAI, Introducing Grok 4.6checked 2026-10-15 | Effort: max |
| Claude Sonnet 4.6Anthropic, released 2026-02-17 | 52 | MiniMax, MiniMax-M2.7 model cardchecked 2026-10-15 | - |
| Claude Opus 4.6Anthropic, released 2026-02-05 | 53 | MiniMax, MiniMax-M2.7 model cardchecked 2026-10-15 | - |
| Gemini 3.7 FlashGoogle, released 2026-08-13 | 56 | Google, Gemini 3.7 Flash model cardchecked 2026-10-15 | - |
| Gemini 3.6 FlashGoogle, released 2026-07-21 | 52 | Google, Gemini 3.7 Flash model cardchecked 2026-10-15 | - |
| Gemini 3.1 Pro PreviewGoogle, released 2026-02-19 | 57 | MiniMax, MiniMax-M2.7 model cardchecked 2026-10-15 | - |
| Grok 4.6xAI, released 2026-08-12 | 61 | xAI, Introducing Grok 4.6checked 2026-10-15 | Effort: high |
| Grok 4.5xAI, released 2026-07-16 | 56 | xAI, Introducing Grok 4.6checked 2026-10-15 | Effort: high |
| Muse Spark OpenMeta, released 2026-10-15 | 39 | Meta, Meta Muse Spark Open 816B-A42B model cardchecked 2026-10-19 | Effort: xhigh |
| Muse Spark 1.2Meta, released 2026-08-05 | 57 | Google, Gemini 3.7 Flash model cardchecked 2026-10-15 | - |
| Qwen3.8-2.4T-A95BAlibaba | 40 | Meta, Meta Muse Spark Open 816B-A42B model cardchecked 2026-10-19 | Effort: xhigh |
| Kimi K3Moonshot AI, released 2026-07-16 | 44 | Meta, Meta Muse Spark Open 816B-A42B model cardchecked 2026-10-19 | Effort: max |
| GLM-5.3Z.ai, released 2026-08-18 | 45 | Meta, Meta Muse Spark Open 816B-A42B model cardchecked 2026-10-19 | Effort: max |
| Mistral Large 4 (preview)Mistral AI, released 2026-10-06 | 38 | Meta, Meta Muse Spark Open 816B-A42B model cardchecked 2026-10-19 | - |
| MiniMax M2.7MiniMax, released 2026-03-18 | 50 | MiniMax, MiniMax-M2.7 model cardchecked 2026-10-15 | - |
| MiniMax M2.5MiniMax, released 2026-02-12 | 42 | MiniMax, MiniMax-M2.7 model cardchecked 2026-10-15 | - |
| Nemotron 3 UltraNVIDIA, released 2026-06-04 | 23 | Meta, Meta Muse Spark Open 816B-A42B model cardchecked 2026-10-19 | - |
| InklingThinking Machines, released 2026-07-14 | 26 | Meta, Meta Muse Spark Open 816B-A42B model cardchecked 2026-10-19 | Effort: xhigh |
Artificial Analysis Intelligence Index v4.1
Artificial Analysis Intelligence Index v4.1.1
| Model | Value | Printed by | Setup as printed |
|---|---|---|---|
| GPT-6 AstraOpenAI, released 2026-09-03 | 61.2 | OpenAI, GPT-6 Astrachecked 2026-10-14 | - |
| GPT-5.6 SolOpenAI, released 2026-07-09 | 60.9 | OpenAI, GPT-6 Astrachecked 2026-10-14 | - |
| Claude Fable 5.1Anthropic, released 2026-09-01 | 65.7 | OpenAI, GPT-6 Astrachecked 2026-10-14 | - |
| Claude Opus 5Anthropic, released 2026-07-24 | 63.1 | OpenAI, GPT-6 Astrachecked 2026-10-14 | - |
| Claude Fable 5Anthropic, released 2026-06-09 | 62.1 | OpenAI, GPT-6 Astrachecked 2026-10-14 | - |
| Gemini 3.8 FlashGoogle, released 2026-09-02 | 58.7 | OpenAI, GPT-6 Astrachecked 2026-10-14 | - |
Artificial Analysis Intelligence Index v5.0
| Model | Value | Printed by | Setup as printed |
|---|---|---|---|
| GPT-6 AstraOpenAI, released 2026-09-03 | 57 | Google, Gemini 4 Carbonchecked 2026-10-29 | - |
| Claude Opus 5.5Anthropic, released 2026-09-22 | 58 | Google, Gemini 4 Carbonchecked 2026-10-29 | - |
| Claude Fable 5.1Anthropic, released 2026-09-01 | 49 | Google, Gemini 4 Carbonchecked 2026-10-29 | - |
| Gemini 4 CarbonGoogle, released 2026-10-28 | 59 | Google, Gemini 4 Carbonchecked 2026-10-29; printed on 1 more page | - |
| Gemini 4 ArgonGoogle, released 2026-09-30 | 50 | Google, Gemini 4 Carbonchecked 2026-10-29 | - |
Artificial Analysis Intelligence Index v4.3
| Model | Value | Printed by | Setup as printed |
|---|---|---|---|
| GPT-6 AstraOpenAI, released 2026-09-03 | 53 | Meta, Meta Muse Wonder model cardchecked 2026-10-19 | Effort: max |
| Claude Opus 5.5Anthropic, released 2026-09-22 | 58 | Meta, Meta Muse Wonder model cardchecked 2026-10-19 | Effort: max |
| Claude Fable 5.1Anthropic, released 2026-09-01 | 53 | Meta, Meta Muse Wonder model cardchecked 2026-10-19 | Effort: max |
| Muse WonderMeta, released 2026-10-12 | 52 | Meta, Meta Muse Wonder model cardchecked 2026-10-19 | Effort: max |
| Muse Wonder FullMeta, released 2026-10-12 | 56 | Meta, Meta Muse Wonder model cardchecked 2026-10-19 | Effort: max |
Every number here is read from the same catalog file as the benchmark table, data version 2026103001, and is the number the table shows for that model and test. Where one page printed a model under several setups, each value is listed. The catalog is public in armanobosyan/sugra-llm-benchmarks; a wrong number can be reported from the table, with Report an error under the value, or as an issue in that repository.