TestsBenchmarks · Reasoning
Artificial Analysis Intelligence Index
Composite of ~10 evals (HLE, GPQA, Terminal-Bench, tau2, SciCode, IFBench, etc.) run by Artificial Analysis per model and effort setting.
ScoreHigher is betterCounts toward:Weights: Research & analysis ×0.6The test's websiteOfficial page ↗
Measured by independent testersIndependent Reported by the makerVendor-reported
| Thinking levelSetting | |||||||
|---|---|---|---|---|---|---|---|
| 1 | GPT-6 Astra | OpenAI | 61.2 | Defaultbest score across efforts (OpenAI table: "maximum at any effort") | Maker's own figureVendor-reportedOpenAI ↗ | — | 3 Sep 2026 |
| 2 | GPT-5.6 Sol | OpenAI | 60.9 | Defaultbest score across efforts (OpenAI table: "maximum at any effort") | Maker's own figureVendor-reportedOpenAI ↗ | — | 3 Sep 2026 |
| 3 | Claude Opus 5.5 | Anthropic | 57.6 | MaxClaude Opus 5.5 (Adaptive Reasoning, Max Effort, Default Fallback) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 4 | Claude Sonnet 5.5 | Anthropic | 56 | MaxClaude Sonnet 5.5 (Adaptive Reasoning, Max Effort, Default Fallback) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 5 | Gemini 3.7 Flash | Google (Gemini / DeepMind) | 56 | Defaultdefault settings (API default thinking_level=medium) | Maker's own figureVendor-reportedGoogle ↗ | — | 13 Aug 2026 |
| 6 | GPT-5.6 Terra | OpenAI | 55 | DefaultGPT-5.6 launch table (effort not stated; text cites max for headline results) | Maker's own figureVendor-reportedOpenAI ↗ | — | 9 Jul 2026 |
| 7 | GPT-5.5 | OpenAI | 54.8 | DefaultGPT-5.6 launch table (effort not stated; text cites max for headline results) | Maker's own figureVendor-reportedOpenAI ↗ | — | 9 Jul 2026 |
| 8 | Claude Fable 5.1 | Anthropic | 53.4 | MaxClaude Fable 5.1 (Adaptive Reasoning, Max Effort, Default Fallback) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 9 | Gemini 4 Argon | Google (Gemini / DeepMind) | 52.6 | HighGemini 4 Argon (High) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 10 | Gemini 3.6 Flash | Google (Gemini / DeepMind) | 52 | Defaultdefault settings (API default thinking_level=medium) | Maker's own figureVendor-reportedGoogle ↗ | — | 13 Aug 2026 |
| 11 | GPT-6.1 Sol | OpenAI | 51.8 | MaxGPT-6.1 Sol (Max) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 12 | GPT-5.6 Luna | OpenAI | 51.2 | DefaultGPT-5.6 launch table (effort not stated; text cites max for headline results) | Maker's own figureVendor-reportedOpenAI ↗ | — | 9 Jul 2026 |
| 13 | Claude Opus 5 | Anthropic | 50.8 | MaxClaude Opus 5 (Adaptive Reasoning, Max Effort) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 14 | Claude Fable 5 | Anthropic | 49.6 | MaxClaude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 15 | Muse Spark 1.3 | Meta (Meta Superintelligence Labs, Muse) | 48.1 | MaxMuse Spark 1.3 (Max) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 16 | GPT-6 Sol | OpenAI | 47.6 | MaxGPT-6 Sol (Max) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 17 | Grok 4.7 | SpaceXAI (formerly xAI) | 46.4 | Extra highGrok 4.7 (Xhigh) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 18 | MiMo-V2.6-Pro | Xiaomi MiMo | 46.3 | DefaultMiMo-V2.6-Pro | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 19 | Qwen3.8 Max (0902) | Qwen (Alibaba) | 45.4 | DefaultQwen3.8 Max (0902) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 20 | GLM-5.3 | Z.ai (Zhipu) | 44.8 | MaxGLM-5.3 (Max) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 21 | Grok 4.6 | SpaceXAI (formerly xAI) | 44.3 | HighGrok 4.6 (High) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 22 | Step 5 Preview | StepFun | 43.7 | DefaultStep 5 Preview | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 23 | Kimi K3 | Moonshot AI (Kimi) | 43.6 | MaxKimi K3 (Max) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 24 | GLM-5.3-Flash | Z.ai (Zhipu) | 41.8 | DefaultGLM 5.3 Flash | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 25 | Claude Opus 4.8 | Anthropic | 41.8 | MaxClaude Opus 4.8 (Adaptive Reasoning, Max Effort) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 26 | Gemini 3.8 Flash | Google (Gemini / DeepMind) | 40.9 | HighGemini 3.8 Flash (High) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 27 | Claude Opus 4.7 | Anthropic | 40.7 | MaxClaude Opus 4.7 (Adaptive Reasoning, Max Effort) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 28 | Qwen3.8 2.4T A95B (open weights) | Qwen (Alibaba) | 39.9 | DefaultQwen3.8 2.4T A95B | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 29 | Qwen3.8-Flash-Next | Qwen (Alibaba) | 39.8 | DefaultQwen3.8-Flash-Next | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 30 | Muse Spark 1.2 | Meta (Meta Superintelligence Labs, Muse) | 39.6 | Extra highMuse Spark 1.2 (Xhigh) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 31 | DeepSeek V4.1 Flash | DeepSeek | 39.5 | MaxDeepSeek V4.1 Flash (Max) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 32 | GPT-5.4 | OpenAI | 39 | Extra highGPT-5.4 (Xhigh) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 33 | Grok 4.5 | SpaceXAI (formerly xAI) | 38.8 | HighGrok 4.5 (High) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 34 | Claude Sonnet 5 | Anthropic | 38.2 | MaxClaude Sonnet 5 (Adaptive Reasoning, Max Effort) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 35 | GPT-6 Luna | OpenAI | 38.1 | MaxGPT-6 Luna (Max) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 36 | MiMo-V2.6-Flash | Xiaomi MiMo | 37.9 | DefaultMiMo-V2.6-Flash | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 37 | DeepSeek V4 Pro (0813) | DeepSeek | 36 | MaxDeepSeek V4 Pro 0813 (Max) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 38 | DeepSeek V4 Flash Vision Exp | DeepSeek | 34.8 | MaxDeepSeek V4 Flash Vision (Max) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 39 | DeepSeek V4 Flash (0731) | DeepSeek | 34.3 | MaxDeepSeek V4 Flash 0731 (Max) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 40 | Qwen3.8 27B | Qwen (Alibaba) | 33.7 | Extra highQwen3.8 27B (Xhigh) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 41 | Muse Spark 1.1 | Meta (Meta Superintelligence Labs, Muse) | 33.7 | Extra highMuse Spark 1.1 (Xhigh) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 42 | GLM-5.2 | Z.ai (Zhipu) | 33.7 | MaxGLM-5.2 (Max) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 43 | Gemini 3.5 Flash | Google (Gemini / DeepMind) | 33.6 | MediumGemini 3.5 Flash (Medium) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 44 | MiniMax M3 | MiniMax | 29.2 | DefaultMiniMax-M3 | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 45 | Hy3 | Tencent Hunyuan | 25.3 | DefaultHy3 | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 46 | Nemotron 3 Ultra | NVIDIA | 22.9 | DefaultNemotron 3 Ultra 550B A55B (Reasoning) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 47 | Qwen3.6 35B A3B | Qwen (Alibaba) | 18.2 | DefaultQwen3.6 35B A3B (Reasoning) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 48 | Muse Glimmer 30B | Meta (Meta Superintelligence Labs, Muse) | 17.5 | HighMuse Glimmer (High) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 49 | Gemma 4 26B A4B IT | Google (Gemini / DeepMind) | 16.7 | DefaultGemma 4 26B A4B (Reasoning) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 50 | Granite 4.2 30B | IBM Granite | 14.8 | DefaultGranite 4.2 30B | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 51 | Gemma 4 31B IT | Google (Gemini / DeepMind) | 14.7 | DefaultGemma 4 31B (Reasoning) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 52 | Gemma 4 12B IT | Google (Gemini / DeepMind) | 14.2 | DefaultGemma 4 12B (Reasoning) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 53 | Mistral Medium 3.5 | Mistral AI | 14.2 | DefaultMistral Medium 3.5 | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 54 | Command A+ | Cohere | 13.1 | DefaultCommand A+ | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 55 | Nemotron 3.5 Lightning 30B-A3B | NVIDIA | 12.9 | DefaultNemotron 3.5 Lightning | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 56 | Nemotron 3 Super 120B A12B | NVIDIA | 12.8 | DefaultNemotron 3 Super 120B A12B (Reasoning) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 57 | gpt-oss-120b | OpenAI | 11.6 | Highgpt-oss-120b (High) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 58 | Mistral Small 4 | Mistral AI | 11.3 | HighMistral Small 4 (Reasoning) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 59 | Granite 4.2 8B | IBM Granite | 11.1 | DefaultGranite 4.2 8B | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 60 | gpt-oss-20b | OpenAI | 9 | Highgpt-oss-20b (High) | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |
| 61 | Ministral 3 14B | Mistral AI | 6 | DefaultMinistral 3 14B | Independent testIndependentArtificial Analysis ↗ | — | 1 Oct 2026 |