Model rankings
1035 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-5.3 Codex (xhigh)OpenAI54.0
Claude Opus 4.6 (Adaptive Reasoning, Max Effort)Anthropic53.0
Top three open models
GLM-5 (Reasoning)Z AI · #6 overall49.8
Kimi K2.5 (Reasoning)Kimi · #11 overall46.8
Qwen3.5 397B A17B (Reasoning)Alibaba · #13 overall45.1
This week's changes
GPT-5.3 Codex (xhigh)Intelligence · #2New
gpt-5.3-codex (codex-harness)Coding · #13New
Qwen3.5 27B (Reasoning)Intelligence · #19New
Qwen3.5 122B A10B (Reasoning)Intelligence · #22New
qwen3.5-122b-a10bCoding · #22New
| Rank | Change | Model | Intelligence | Price $/M | Speed tok/s | First token |
|---|---|---|---|---|---|---|
| 1 | — | Gemini 3.1 Pro PreviewClosedGoogle | 57.2 | $4.5 | — | — |
| 2 | New | GPT-5.3 Codex (xhigh)ClosedOpenAI | 54.0 | $4.8 | — | — |
| 3 | ▼ 1 | Claude Opus 4.6 (Adaptive Reasoning, Max Effort)ClosedAnthropic · 1 more variant | 53.0 | $10 | — | — |
| 4 | ▼ 1 | Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort)ClosedAnthropic · 2 more variants | 51.7 | $6.0 | — | — |
| 5 | ▼ 1 | GPT-5.2 (xhigh)ClosedOpenAI · 2 more variants | 51.3 | $4.8 | — | — |
| 6 | ▼ 1 | Claude Opus 4.5 (Reasoning)ClosedAnthropic · 1 more variant | 49.7 | $10 | — | — |
| 7 | ▼ 1 | GPT-5.2 Codex (xhigh)ClosedOpenAI | 49.0 | $4.8 | — | — |
| 8 | ▼ 1 | Gemini 3 Pro Preview (high)ClosedGoogle · 1 more variant | 48.4 | $4.5 | — | — |
| 9 | ▼ 1 | GPT-5.1 (high)ClosedOpenAI · 1 more variant | 47.7 | $3.4 | — | — |
| 10 | ▼ 1 | Gemini 3 Flash Preview (Reasoning)ClosedGoogle · 1 more variant | 46.4 | $1.1 | — | — |
| 11 | ▼ 1 | GPT-5 (high)ClosedOpenAI · 4 more variants | 44.6 | $3.4 | — | — |
| 11 | — | GPT-5 Codex (high)ClosedOpenAI | 44.6 | $3.4 | — | — |
| 13 | — | GPT-5.1 Codex (high)ClosedOpenAI | 43.1 | $3.4 | — | — |
| 14 | ▼ 2 | Claude 4.5 Sonnet (Reasoning)ClosedAnthropic · 1 more variant | 43.0 | $6.0 | — | — |
| 15 | ▼ 1 | Grok 4ClosedxAI | 41.5 | $6.0 | — | — |
| 16 | ▼ 1 | GPT-5 mini (high)ClosedOpenAI · 2 more variants | 41.2 | $0.69 | — | — |
| 17 | ▼ 1 | o3-proClosedOpenAI | 40.7 | $35 | — | — |
| 18 | ▼ 1 | Qwen3 Max ThinkingClosedAlibaba · 1 more variant | 39.9 | $2.4 | — | — |
| 19 | ▼ 1 | Claude 4 Sonnet (Reasoning)ClosedAnthropic · 1 more variant | 38.7 | $6.0 | — | — |
| 20 | ▼ 1 | GPT-5.1 Codex mini (high)ClosedOpenAI | 38.6 | $0.69 | — | — |
| 21 | ▼ 2 | Grok 4.1 Fast (Reasoning)ClosedxAI · 1 more variant | 38.6 | $0.28 | — | — |
| 22 | ▼ 1 | o3ClosedOpenAI | 38.4 | $3.5 | — | — |
| 23 | ▼ 1 | Claude 4.5 Haiku (Reasoning)ClosedAnthropic · 1 more variant | 37.1 | $2.0 | — | — |
| 24 | ▼ 1 | KAT-Coder-Pro V1ClosedKwaiKAT | 36.0 | $0.52 | — | — |
| 25 | ▼ 1 | Nova 2.0 Pro Preview (medium)ClosedAmazon · 2 more variants | 35.7 | $3.4 | — | — |
| 26 | ▼ 1 | Grok 4 Fast (Reasoning)ClosedxAI · 1 more variant | 35.1 | $0.28 | — | — |
| 27 | ▼ 1 | Claude 3.7 Sonnet (Reasoning)ClosedAnthropic · 1 more variant | 34.7 | $6.0 | — | — |
| 28 | ▼ 1 | Gemini 2.5 ProClosedGoogle | 34.6 | $3.4 | — | — |
| 29 | ▼ 1 | Doubao Seed CodeClosedByteDance Seed | 33.5 | $0.000 | — | — |
| 30 | ▼ 1 | o4-mini (high)ClosedOpenAI | 33.1 | $1.9 | — | — |
| 31 | New | Mercury 2ClosedInception | 32.8 | $0.38 | — | — |
| 32 | ▼ 2 | Grok 3 mini Reasoning (high)ClosedxAI | 32.1 | $0.35 | — | — |
| 33 | ▼ 2 | Claude 4.1 Opus (Reasoning)ClosedAnthropic · 1 more variant | 31.9 | $30 | — | — |
| 34 | ▼ 2 | Qwen3 MaxClosedAlibaba · 1 more variant | 31.4 | $2.4 | — | — |
| 35 | ▼ 2 | Gemini 2.5 Flash Preview (Sep '25) (Reasoning)ClosedGoogle · 3 more variants | 31.1 | $0.85 | — | — |
| 36 | ▼ 2 | o1ClosedOpenAI · 1 more variant | 30.8 | $26 | — | — |
| 37 | ▼ 2 | Gemini 2.5 Pro Preview (Mar' 25)ClosedGoogle · 1 more variant | 30.3 | $0.000 | — | — |
| 38 | ▼ 2 | Nova 2.0 Lite (medium)ClosedAmazon · 2 more variants | 29.7 | $0.85 | — | — |
| 39 | ▼ 2 | ERNIE 5.0 Thinking PreviewClosedBaidu | 29.1 | $0.000 | — | — |
| 40 | ▼ 2 | Grok Code Fast 1ClosedxAI | 28.7 | $0.53 | — | — |
| 41 | ▼ 2 | Nova 2.0 Omni (medium)ClosedAmazon · 2 more variants | 28.0 | $0.85 | — | — |
| 42 | ▼ 2 | Claude 4 Opus (Reasoning)ClosedAnthropic · 1 more variant | 27.4 | $30 | — | — |
| 43 | ▼ 2 | Magistral Medium 1.2ClosedMistral | 27.1 | $2.8 | — | — |
| 44 | ▼ 2 | Gemini 2.5 Flash (Reasoning)ClosedGoogle · 1 more variant | 27.0 | $0.85 | — | — |
| 45 | ▼ 2 | GPT-5 nano (high)ClosedOpenAI · 2 more variants | 26.8 | $0.14 | — | — |
| 46 | — | GPT-4.1ClosedOpenAI | 26.3 | $3.5 | — | — |
| 47 | ▼ 3 | o3-miniClosedOpenAI · 1 more variant | 25.9 | $1.9 | — | — |
| 48 | ▼ 3 | o1-proClosedOpenAI | 25.8 | $263 | — | — |
| 49 | ▼ 2 | Grok 3ClosedxAI | 25.2 | $6.0 | — | — |
| 50 | ▼ 2 | Sonar Reasoning ProClosedPerplexity | 24.6 | $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