Model rankings
1090 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)OpenAI57.2
GPT-5.3 Codex (xhigh)OpenAI54.0
Top three open models
GLM-5 (Reasoning)Z AI · #7 overall49.8
Kimi K2.5 (Reasoning)Kimi · #16 overall46.8
Qwen3.5 397B A17B (Reasoning)Alibaba · #19 overall45.1
This week's changes
qwen3.6-plus-previewCoding · #7New
gpt-5.4-mini-highCoding · #28New
Nemotron Cascade 2 30B A3BIntelligence · #78New
GPT-4Intelligence · #204New
Solar MiniIntelligence · #217New
| Rank | Change | Model | Intelligence | Price $/M | Speed tok/s | First token |
|---|---|---|---|---|---|---|
| 1 | — | Gemini 3.1 Pro PreviewClosedGoogle | 57.2 | $4.5 | 108 | 30 s |
| 2 | — | GPT-5.4 (xhigh)ClosedOpenAI · 1 more variant | 57.2 | $5.6 | 73 | 152 s |
| 3 | — | GPT-5.3 Codex (xhigh)ClosedOpenAI | 54.0 | $4.8 | 74 | 96 s |
| 4 | — | Claude Opus 4.6 (Adaptive Reasoning, Max Effort)ClosedAnthropic · 1 more variant | 53.0 | $10 | 41 | 8.0 s |
| 5 | — | Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort)ClosedAnthropic · 2 more variants | 51.7 | $6.0 | 45 | 78 s |
| 6 | — | GPT-5.2 (xhigh)ClosedOpenAI · 2 more variants | 51.3 | $4.8 | 73 | 122 s |
| 7 | — | Claude Opus 4.5 (Reasoning)ClosedAnthropic · 1 more variant | 49.7 | $10 | 46 | 16 s |
| 8 | — | MiniMax-M2.7ClosedMiniMax | 49.6 | $0.52 | 45 | 3.2 s |
| 9 | — | MiMo-V2-ProClosedXiaomi | 49.2 | $1.5 | — | — |
| 10 | — | GPT-5.2 Codex (xhigh)ClosedOpenAI | 49.0 | $4.8 | 116 | 90 s |
| 11 | — | Grok 4.20 Beta 0309 (Reasoning)ClosedxAI · 1 more variant | 48.5 | $3.0 | 217 | 9.8 s |
| 12 | — | Gemini 3 Pro Preview (high)ClosedGoogle · 1 more variant | 48.4 | $4.5 | 108 | 33 s |
| 13 | — | GPT-5.4 mini (xhigh)ClosedOpenAI · 2 more variants | 48.1 | $1.7 | 190 | 3.4 s |
| 14 | — | GPT-5.1 (high)ClosedOpenAI · 1 more variant | 47.7 | $3.4 | 111 | 52 s |
| 15 | — | GLM-5-TurboClosedZ AI | 46.8 | — | — | — |
| 16 | — | Gemini 3 Flash Preview (Reasoning)ClosedGoogle · 1 more variant | 46.4 | $1.1 | 156 | 8.0 s |
| 17 | — | GPT-5 (high)ClosedOpenAI · 4 more variants | 44.6 | $3.4 | 97 | 70 s |
| 17 | — | GPT-5 Codex (high)ClosedOpenAI | 44.6 | $3.4 | 170 | 4.4 s |
| 19 | — | GPT-5.4 nano (xhigh)ClosedOpenAI · 2 more variants | 44.4 | $0.46 | 198 | 3.3 s |
| 20 | — | MiMo-V2-OmniClosedXiaomi | 43.4 | — | — | — |
| 21 | — | GPT-5.1 Codex (high)ClosedOpenAI | 43.1 | $3.4 | 155 | 4.6 s |
| 22 | — | Claude 4.5 Sonnet (Reasoning)ClosedAnthropic · 1 more variant | 43.0 | $6.0 | 42 | 9.8 s |
| 23 | — | Claude 4.1 Opus (Reasoning)ClosedAnthropic · 1 more variant | 42.0 | $30 | 29 | 14 s |
| 24 | — | Grok 4ClosedxAI | 41.5 | $6.0 | 52 | 16 s |
| 25 | — | GPT-5 mini (high)ClosedOpenAI · 2 more variants | 41.2 | $0.69 | 86 | 68 s |
| 26 | — | o3-proClosedOpenAI | 40.7 | $35 | 26 | 85 s |
| 27 | — | Qwen3 Max ThinkingClosedAlibaba · 1 more variant | 39.9 | $2.4 | 37 | 3.8 s |
| 28 | — | Claude 4 Opus (Reasoning)ClosedAnthropic · 1 more variant | 39.0 | $30 | 30 | 9.8 s |
| 29 | — | Claude 4 Sonnet (Reasoning)ClosedAnthropic · 1 more variant | 38.7 | $6.0 | 42 | 16 s |
| 30 | — | GPT-5.1 Codex mini (high)ClosedOpenAI | 38.6 | $0.69 | 163 | 5.1 s |
| 31 | — | Grok 4.1 Fast (Reasoning)ClosedxAI · 1 more variant | 38.6 | $0.28 | 132 | 8.8 s |
| 32 | — | o3ClosedOpenAI | 38.4 | $3.5 | 112 | 4.4 s |
| 33 | — | Claude 4.5 Haiku (Reasoning)ClosedAnthropic · 1 more variant | 37.1 | $2.0 | 91 | 17 s |
| 34 | ▲ 1 | Nova 2.0 Pro Preview (medium)ClosedAmazon · 2 more variants | 35.7 | $3.4 | 129 | 13 s |
| 35 | ▲ 1 | Grok 4 Fast (Reasoning)ClosedxAI · 1 more variant | 35.1 | $0.28 | 130 | 4.3 s |
| 36 | ▲ 1 | Claude 3.7 Sonnet (Reasoning)ClosedAnthropic · 1 more variant | 34.7 | $6.0 | — | — |
| 37 | ▲ 1 | Gemini 2.5 ProClosedGoogle | 34.6 | $3.4 | 114 | 21 s |
| 38 | ▲ 1 | Doubao Seed CodeClosedByteDance Seed | 33.5 | — | — | — |
| 38 | ▲ 1 | Gemini 3.1 Flash-Lite PreviewClosedGoogle | 33.5 | $0.56 | 192 | 7.7 s |
| 40 | ▲ 1 | o4-mini (high)ClosedOpenAI | 33.1 | $1.9 | 150 | 23 s |
| 41 | ▲ 1 | Mercury 2ClosedInception | 32.8 | $0.38 | 732 | 3.6 s |
| 42 | ▲ 1 | Grok 3 mini Reasoning (high)ClosedxAI | 32.1 | $0.35 | 190 | 0.5 s |
| 43 | ▲ 1 | Qwen3 MaxClosedAlibaba · 1 more variant | 31.4 | $2.4 | 62 | 2.8 s |
| 44 | ▲ 1 | Gemini 2.5 Flash Preview (Sep '25) (Reasoning)ClosedGoogle · 3 more variants | 31.1 | — | — | — |
| 45 | ▲ 1 | o1ClosedOpenAI · 1 more variant | 30.8 | $26 | 91 | 33 s |
| 46 | ▲ 1 | Gemini 2.5 Pro Preview (Mar' 25)ClosedGoogle · 1 more variant | 30.3 | — | — | — |
| 47 | ▲ 1 | Nova 2.0 Lite (medium)ClosedAmazon · 2 more variants | 29.7 | $0.85 | 177 | 11 s |
| 48 | ▲ 1 | ERNIE 5.0 Thinking PreviewClosedBaidu | 29.1 | — | — | — |
| 49 | ▲ 1 | Grok Code Fast 1ClosedxAI | 28.7 | $0.53 | 172 | 2.9 s |
| 50 | ▲ 1 | Nova 2.0 Omni (medium)ClosedAmazon · 2 more variants | 28.0 | $0.85 | — | — |
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