Model rankings
880 models · 5 boards · 2 sources
Smartest
Best open model
Best value
Best from China
Top three by Intelligence
Gemini 3 Pro Preview (high)Google72.9
GPT-5.2 (xhigh)OpenAI72.6
Claude Opus 4.5 (Reasoning)Anthropic69.8
Top three open models
Kimi K2 ThinkingKimi · #7 overall67.0
DeepSeek V3.2 (Reasoning)DeepSeek · #9 overall65.9
MiniMax-M2MiniMax · #19 overall61.4
This week's changes
GPT-5.2 (xhigh)Intelligence · #2New
gemini-3-flashCoding · #4New
deepseek-v3.2-thinkingCoding · #12New
Apriel-v1.6-15B-ThinkerIntelligence · #31New
NVIDIA Nemotron 3 Nano 30B A3B (Reasoning)Intelligence · #50New
| Rank | Change | Model | Intelligence | Price $/M | Speed tok/s | First token |
|---|---|---|---|---|---|---|
| 1 | — | Gemini 3 Pro Preview (high)ClosedGoogle · 1 more variant | 72.9 | $4.5 | — | — |
| 2 | New | GPT-5.2 (xhigh)ClosedOpenAI | 72.6 | $4.8 | — | — |
| 3 | ▼ 1 | Claude Opus 4.5 (Reasoning)ClosedAnthropic · 1 more variant | 69.8 | $10 | — | — |
| 4 | ▼ 1 | GPT-5.1 (high)ClosedOpenAI · 1 more variant | 69.7 | $3.4 | — | — |
| 5 | ▼ 1 | GPT-5 Codex (high)ClosedOpenAI | 68.5 | $3.4 | — | — |
| 6 | ▼ 1 | GPT-5 (high)ClosedOpenAI · 4 more variants | 68.5 | $3.4 | — | — |
| 7 | ▼ 1 | GPT-5.1 Codex (high)ClosedOpenAI | 66.9 | $3.4 | — | — |
| 8 | ▼ 1 | o3ClosedOpenAI | 65.5 | $3.5 | — | — |
| 9 | ▼ 1 | Grok 4ClosedxAI | 65.3 | $6.0 | — | — |
| 10 | ▼ 1 | o3-proClosedOpenAI | 65.3 | $35 | — | — |
| 11 | ▼ 1 | GPT-5 mini (high)ClosedOpenAI · 2 more variants | 64.3 | $0.69 | — | — |
| 12 | ▼ 1 | Grok 4.1 Fast (Reasoning)ClosedxAI · 1 more variant | 64.1 | $0.28 | — | — |
| 13 | ▼ 1 | KAT-Coder-Pro V1ClosedKwaiKAT | 63.7 | $0.000 | — | — |
| 14 | ▼ 1 | Claude 4.5 Sonnet (Reasoning)ClosedAnthropic · 1 more variant | 62.7 | $6.0 | — | — |
| 15 | ▼ 1 | Nova 2.0 Pro Preview (medium)ClosedAmazon · 2 more variants | 62.4 | $3.4 | — | — |
| 16 | ▼ 1 | GPT-5.1 Codex mini (high)ClosedOpenAI | 62.3 | $0.69 | — | — |
| 17 | ▼ 1 | Grok 4 Fast (Reasoning)ClosedxAI · 1 more variant | 60.3 | $0.28 | — | — |
| 18 | ▼ 1 | Gemini 2.5 ProClosedGoogle | 59.6 | $3.4 | — | — |
| 19 | ▼ 1 | o4-mini (high)ClosedOpenAI | 59.6 | $1.9 | — | — |
| 20 | ▼ 1 | Claude 4.1 Opus (Reasoning)ClosedAnthropic · 1 more variant | 59.3 | $30 | — | — |
| 21 | ▼ 1 | Nova 2.0 Lite (medium)ClosedAmazon · 2 more variants | 57.7 | $0.85 | — | — |
| 22 | ▼ 1 | Doubao Seed CodeClosedByteDance Seed | 57.2 | $0.41 | — | — |
| 23 | ▼ 1 | Grok 3 mini Reasoning (high)ClosedxAI | 57.1 | $0.35 | — | — |
| 24 | ▼ 1 | Claude 4 Sonnet (Reasoning)ClosedAnthropic · 1 more variant | 56.5 | $6.0 | — | — |
| 25 | ▼ 1 | Nova 2.0 Omni (medium)ClosedAmazon · 2 more variants | 56.0 | $0.85 | — | — |
| 26 | ▼ 1 | Qwen3 Max ThinkingClosedAlibaba | 55.8 | $2.4 | — | — |
| 27 | ▼ 1 | Qwen3 MaxClosedAlibaba · 1 more variant | 55.2 | $2.4 | — | — |
| 28 | ▼ 1 | Claude 4.5 Haiku (Reasoning)ClosedAnthropic · 1 more variant | 54.6 | $2.0 | — | — |
| 29 | ▼ 1 | Gemini 2.5 Flash Preview (Sep '25) (Reasoning)ClosedGoogle · 3 more variants | 54.4 | $0.85 | — | — |
| 30 | ▼ 1 | Claude 4 Opus (Reasoning)ClosedAnthropic · 1 more variant | 54.2 | $30 | — | — |
| 31 | ▼ 1 | Gemini 2.5 Pro Preview (Mar' 25)ClosedGoogle · 1 more variant | 54.1 | $3.4 | — | — |
| 32 | ▼ 1 | ERNIE 5.0 Thinking PreviewClosedBaidu | 53.2 | $1.5 | — | — |
| 33 | ▼ 1 | Magistral Medium 1.2ClosedMistral | 52.1 | $2.8 | — | — |
| 34 | ▼ 1 | Gemini 2.5 Flash (Reasoning)ClosedGoogle · 1 more variant | 51.2 | $0.85 | — | — |
| 35 | ▼ 1 | GPT-5 nano (high)ClosedOpenAI · 2 more variants | 51.0 | $0.14 | — | — |
| 36 | ▼ 1 | o3-mini (high)ClosedOpenAI · 1 more variant | 50.8 | $1.9 | — | — |
| 37 | ▼ 1 | Claude 3.7 Sonnet (Reasoning)ClosedAnthropic · 1 more variant | 49.9 | $6.0 | — | — |
| 38 | ▼ 1 | Grok Code Fast 1ClosedxAI | 48.7 | $0.53 | — | — |
| 39 | ▼ 1 | o1-proClosedOpenAI | 48.0 | $263 | — | — |
| 40 | ▼ 1 | Gemini 2.5 Flash-Lite Preview (Sep '25) (Reasoning)ClosedGoogle · 1 more variant | 47.9 | $0.18 | — | — |
| 41 | ▼ 1 | o1ClosedOpenAI · 1 more variant | 47.2 | $26 | — | — |
| 42 | ▼ 1 | Sonar Reasoning ProClosedPerplexity | 46.3 | $0.000 | — | — |
| 43 | ▼ 1 | Grok 3ClosedxAI | 45.3 | $6.0 | — | — |
| 44 | New | Motif-2-12.7B-ReasoningClosedMotif Technologies | 45.1 | $0.000 | — | — |
| 45 | ▼ 2 | GPT-4.1ClosedOpenAI | 43.4 | $3.5 | — | — |
| 46 | ▼ 2 | GPT-4.1 miniClosedOpenAI | 42.5 | $0.70 | — | — |
| 47 | ▼ 2 | Grok 3 Reasoning BetaClosedxAI | 41.4 | $0.000 | — | — |
| 48 | ▼ 2 | Gemini 2.5 Flash-Lite (Reasoning)ClosedGoogle · 1 more variant | 40.1 | $0.18 | — | — |
| 49 | ▼ 2 | o1-miniClosedOpenAI | 39.2 | $0.000 | — | — |
| 50 | ▼ 2 | GPT-4.5 (Preview)ClosedOpenAI | 38.4 | $0.000 | — | — |
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