Model rankings
1133 models · 5 boards · 2 sources
Smartest
Best open model
Best value
Best from China
Top three by Intelligence
Gemini 3.1 Pro PreviewGoogle57.2
GPT-5.4 (xhigh)OpenAI56.8
GPT-5.3 Codex (xhigh)OpenAI53.6
Top three open models
GLM-5.1 (Reasoning)Z AI · #7 overall51.4
GLM-5 (Reasoning)Z AI · #10 overall49.8
MiniMax-M2.7MiniMax · #12 overall49.6
This week's changes
claude-opus-4-7Coding · #1New
Gemini 3.1 Flash TTSSpeech · #2New
ImagineArt 2.0Image · #11New
AsyncFlow V2, asyncSpeech · #32New
Lightning v3.1Speech · #46New
| Rank | Change | Model | Intelligence | Price $/M | Speed tok/s | First token |
|---|---|---|---|---|---|---|
| 1 | — | Gemini 3.1 Pro PreviewClosedGoogle | 57.2 | $4.5 | 129 | 29 s |
| 2 | — | GPT-5.4 (xhigh)ClosedOpenAI · 1 more variant | 56.8 | $5.6 | 72 | 206 s |
| 3 | — | GPT-5.3 Codex (xhigh)ClosedOpenAI | 53.6 | $4.8 | 81 | 116 s |
| 4 | — | Claude Opus 4.6 (Adaptive Reasoning, Max Effort)ClosedAnthropic · 1 more variant | 53.0 | $10 | 40 | 17 s |
| 5 | — | Muse SparkClosedMeta | 52.2 | — | — | — |
| 6 | — | Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort)ClosedAnthropic · 2 more variants | 51.7 | $6.0 | 48 | 94 s |
| 7 | — | GPT-5.2 (xhigh)ClosedOpenAI · 2 more variants | 51.3 | $4.8 | 69 | 173 s |
| 8 | — | Qwen3.6 PlusClosedAlibaba | 50.0 | $1.1 | 53 | 2.8 s |
| 9 | — | Claude Opus 4.5 (Reasoning)ClosedAnthropic · 1 more variant | 49.7 | $10 | 45 | 14 s |
| 10 | ▲ 1 | Grok 4.20 0309 v2 (Reasoning)ClosedxAI · 1 more variant | 49.3 | $3.0 | 162 | 13 s |
| 11 | ▲ 1 | MiMo-V2-ProClosedXiaomi | 49.2 | $1.5 | 66 | 3.0 s |
| 12 | ▲ 1 | GPT-5.2 Codex (xhigh)ClosedOpenAI | 49.0 | $4.8 | 121 | 125 s |
| 13 | ▲ 1 | GPT-5.4 mini (xhigh)ClosedOpenAI · 2 more variants | 48.9 | $1.7 | 149 | 9.8 s |
| 14 | ▲ 1 | Grok 4.20 0309 (Reasoning)ClosedxAI · 1 more variant | 48.5 | $3.0 | 155 | 17 s |
| 15 | ▲ 1 | Gemini 3 Pro Preview (high)ClosedGoogle · 1 more variant | 48.4 | $4.5 | 130 | 33 s |
| 16 | ▲ 1 | GPT-5.1 (high)ClosedOpenAI · 1 more variant | 47.7 | $3.4 | 91 | 30 s |
| 17 | ▲ 1 | GLM-5-TurboClosedZ AI | 46.8 | — | — | — |
| 18 | ▲ 1 | Gemini 3 Flash Preview (Reasoning)ClosedGoogle · 1 more variant | 46.4 | $1.1 | 149 | 7.3 s |
| 19 | ▲ 1 | MiMo-V2-Omni-0327ClosedXiaomi · 1 more variant | 44.9 | — | — | — |
| 20 | ▲ 1 | GPT-5 (high)ClosedOpenAI · 4 more variants | 44.6 | $3.4 | 85 | 84 s |
| 20 | ▲ 1 | GPT-5 Codex (high)ClosedOpenAI | 44.6 | $3.4 | 168 | 10 s |
| 22 | ▲ 1 | GPT-5.4 nano (xhigh)ClosedOpenAI · 2 more variants | 44.0 | $0.46 | 156 | 4.4 s |
| 23 | ▲ 1 | GPT-5.1 Codex (high)ClosedOpenAI | 43.1 | $3.4 | 163 | 8.2 s |
| 24 | ▲ 1 | Claude 4.5 Sonnet (Reasoning)ClosedAnthropic · 1 more variant | 43.0 | $6.0 | 40 | 9.9 s |
| 25 | ▲ 1 | GLM 5V Turbo (Reasoning)ClosedZ AI | 42.9 | — | — | — |
| 26 | ▲ 1 | Claude 4.1 Opus (Reasoning)ClosedAnthropic · 1 more variant | 42.0 | $30 | 30 | 9.9 s |
| 27 | ▲ 1 | Grok 4ClosedxAI | 41.5 | $6.0 | 55 | 11 s |
| 28 | ▲ 1 | GPT-5 mini (high)ClosedOpenAI · 2 more variants | 41.2 | $0.69 | 77 | 95 s |
| 29 | ▲ 1 | o3-proClosedOpenAI | 40.7 | $35 | 27 | 128 s |
| 30 | ▲ 1 | Qwen3 Max ThinkingClosedAlibaba · 1 more variant | 39.9 | $2.4 | 37 | 4.1 s |
| 31 | ▲ 1 | Claude 4 Opus (Reasoning)ClosedAnthropic · 1 more variant | 39.0 | $30 | 30 | 7.9 s |
| 32 | ▲ 1 | Claude 4 Sonnet (Reasoning)ClosedAnthropic · 1 more variant | 38.7 | $6.0 | 43 | 11 s |
| 33 | ▲ 1 | GPT-5.1 Codex mini (high)ClosedOpenAI | 38.6 | $0.69 | 200 | 7.0 s |
| 33 | ▲ 1 | Qwen3.5 Omni PlusClosedAlibaba | 38.6 | $1.5 | 47 | 2.5 s |
| 35 | ▲ 1 | Grok 4.1 Fast (Reasoning)ClosedxAI · 1 more variant | 38.6 | $0.28 | 150 | 7.6 s |
| 36 | New | Step 3.5 Flash 2603ClosedStepFun | 38.5 | $0.000 | 196 | 0.9 s |
| 37 | — | o3ClosedOpenAI | 38.4 | $3.5 | 89 | 8.4 s |
| 38 | — | Claude 4.5 Haiku (Reasoning)ClosedAnthropic · 1 more variant | 37.1 | $2.0 | 88 | 10 s |
| 39 | — | Nova 2.0 Pro Preview (medium)ClosedAmazon · 2 more variants | 35.7 | $3.4 | 128 | 12 s |
| 40 | — | Grok 4 Fast (Reasoning)ClosedxAI · 1 more variant | 35.1 | $0.28 | 201 | 3.0 s |
| 41 | — | Claude 3.7 Sonnet (Reasoning)ClosedAnthropic · 1 more variant | 34.7 | $6.0 | — | — |
| 42 | — | Gemini 2.5 ProClosedGoogle | 34.6 | $3.4 | 118 | 25 s |
| 43 | — | Nova 2.0 Lite (high)ClosedAmazon · 3 more variants | 34.5 | $0.85 | 145 | 19 s |
| 44 | — | Doubao Seed CodeClosedByteDance Seed | 33.5 | — | — | — |
| 44 | — | Gemini 3.1 Flash-Lite PreviewClosedGoogle | 33.5 | $0.56 | 236 | 7.1 s |
| 46 | — | o4-mini (high)ClosedOpenAI | 33.1 | $1.9 | 128 | 27 s |
| 47 | — | Mercury 2ClosedInception | 32.8 | $0.38 | 625 | 4.4 s |
| 48 | — | Grok 3 mini Reasoning (high)ClosedxAI | 32.1 | $0.35 | 190 | 0.6 s |
| 49 | — | Qwen3 MaxClosedAlibaba · 1 more variant | 31.4 | $2.4 | 59 | 3.1 s |
| 50 | — | Gemini 2.5 Flash Preview (Sep '25) (Reasoning)ClosedGoogle · 3 more variants | 31.1 | — | — | — |
Intelligence over time
Gained most · Anthropic +57.2Highest now · Anthropic 64.6Gap between highest and lowest 18.1 ptsTime range Nov 2025 – Nov 2026
64.6Anthropic60.0Google56.9OpenAI50.1Meta46.5Kimi