Model rankings
1209 models · 5 boards · 2 sources
Smartest
Best open model
Best value
Best from China
Top three by Intelligence
GPT-5.5 (xhigh)OpenAI60.2
Claude Opus 4.7 (Adaptive Reasoning, Max Effort)Anthropic57.3
Gemini 3.1 Pro PreviewGoogle57.2
Top three open models
Kimi K2.6Kimi · #5 overall53.9
MiMo-V2.5-ProXiaomi · #6 overall53.8
DeepSeek V4 Pro (Reasoning, Max Effort)DeepSeek · #13 overall51.5
This week's changes
gpt-5.5-xhigh (codex-harness)Coding · #7New
HiDream-O1-Image-Dev-2604Image · #11New
HiDream-O1-ImageImage · #31New
JT-35B-FlashIntelligence · #67New
granite-4.1-8bCoding · #68New
| Rank | Change | Model | Intelligence | Price $/M | Speed tok/s | First token |
|---|---|---|---|---|---|---|
| 1 | — | GPT-5.5 (xhigh)ClosedOpenAI · 4 more variants | 60.2 | $11 | 70 | 81 s |
| 2 | — | Claude Opus 4.7 (Adaptive Reasoning, Max Effort)ClosedAnthropic · 1 more variant | 57.3 | $11 | 66 | 15 s |
| 3 | — | Gemini 3.1 Pro PreviewClosedGoogle | 57.2 | $4.5 | 135 | 33 s |
| 4 | — | GPT-5.4 (xhigh)ClosedOpenAI · 2 more variants | 56.8 | $5.6 | 84 | 222 s |
| 5 | — | GPT-5.3 Codex (xhigh)ClosedOpenAI | 53.6 | $4.8 | 80 | 106 s |
| 6 | — | Grok 4.3 (high)ClosedxAI · 1 more variant | 53.2 | $1.6 | 83 | 9.0 s |
| 7 | — | Claude Opus 4.6 (Adaptive Reasoning, Max Effort)ClosedAnthropic · 1 more variant | 52.9 | $11 | 43 | 19 s |
| 8 | — | Muse SparkClosedMeta | 52.2 | — | — | — |
| 9 | — | Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort)ClosedAnthropic · 2 more variants | 51.7 | $6.6 | 71 | 115 s |
| 10 | — | GPT-5.2 (xhigh)ClosedOpenAI · 2 more variants | 51.3 | $4.8 | 71 | 216 s |
| 11 | — | Claude Opus 4.5 (Reasoning)ClosedAnthropic · 1 more variant | 49.7 | $11 | 50 | 14 s |
| 12 | — | Grok 4.20 0309 v2 (Reasoning)ClosedxAI · 1 more variant | 49.3 | $3.0 | 94 | 29 s |
| 13 | — | GPT-5.2 Codex (xhigh)ClosedOpenAI | 49.0 | $4.8 | 107 | 43 s |
| 14 | — | GPT-5.4 mini (xhigh)ClosedOpenAI · 2 more variants | 48.9 | $1.7 | 165 | 11 s |
| 15 | — | Grok 4.20 0309 (Reasoning)ClosedxAI · 1 more variant | 48.5 | $3.0 | 92 | 30 s |
| 16 | — | Gemini 3 Pro Preview (high)ClosedGoogle · 1 more variant | 48.4 | $4.5 | 141 | 37 s |
| 17 | — | GPT-5.1 (high)ClosedOpenAI · 1 more variant | 47.7 | $3.4 | 115 | 45 s |
| 18 | — | Gemini 3 Flash Preview (Reasoning)ClosedGoogle · 1 more variant | 46.4 | $1.1 | 170 | 7.4 s |
| 19 | — | GPT-5 Codex (high)ClosedOpenAI | 44.6 | $3.4 | 182 | 9.6 s |
| 20 | ▼ 1 | GPT-5 (high)ClosedOpenAI · 4 more variants | 44.6 | $3.4 | 84 | 79 s |
| 21 | — | GPT-5.4 nano (xhigh)ClosedOpenAI · 2 more variants | 44.0 | $0.46 | 145 | 5.9 s |
| 22 | — | GPT-5.1 Codex (high)ClosedOpenAI | 43.1 | $3.4 | 181 | 4.4 s |
| 23 | — | Claude 4.5 Sonnet (Reasoning)ClosedAnthropic · 1 more variant | 43.0 | $6.6 | 44 | 13 s |
| 24 | — | Claude 4.1 Opus (Reasoning)ClosedAnthropic · 1 more variant | 42.0 | $33 | 35 | 14 s |
| 25 | — | Grok 4ClosedxAI | 41.5 | $8.5 | 45 | 32 s |
| 26 | — | GPT-5 mini (high)ClosedOpenAI · 2 more variants | 41.2 | $0.69 | 92 | 126 s |
| 27 | — | o3-proClosedOpenAI | 40.7 | $35 | 29 | 106 s |
| 28 | — | Claude 4 Opus (Reasoning)ClosedAnthropic · 1 more variant | 39.0 | $33 | 37 | 12 s |
| 29 | — | Claude 4 Sonnet (Reasoning)ClosedAnthropic · 1 more variant | 38.7 | $6.6 | 46 | 13 s |
| 30 | — | GPT-5.1 Codex mini (high)ClosedOpenAI | 38.6 | $0.69 | 200 | 11 s |
| 31 | — | Grok 4.1 Fast (Reasoning)ClosedxAI · 1 more variant | 38.6 | $0.28 | 94 | 13 s |
| 32 | — | o3ClosedOpenAI | 38.4 | $3.5 | 97 | 9.3 s |
| 33 | — | Claude 4.5 Haiku (Reasoning)ClosedAnthropic · 1 more variant | 37.1 | $2.2 | 96 | 19 s |
| 34 | — | Nova 2.0 Pro Preview (medium)ClosedAmazon · 2 more variants | 35.7 | $3.4 | 123 | 20 s |
| 35 | — | Grok 4 Fast (Reasoning)ClosedxAI · 1 more variant | 35.1 | $0.28 | 102 | 7.8 s |
| 36 | — | Claude 3.7 Sonnet (Reasoning)ClosedAnthropic · 1 more variant | 34.7 | — | — | — |
| 37 | — | Gemini 2.5 ProClosedGoogle | 34.6 | $3.4 | 139 | 24 s |
| 38 | — | Nova 2.0 Lite (high)ClosedAmazon · 3 more variants | 34.5 | $0.85 | 125 | 26 s |
| 39 | — | Gemini 3.1 Flash-Lite PreviewClosedGoogle | 33.5 | $0.56 | 332 | 6.1 s |
| 40 | — | o4-mini (high)ClosedOpenAI | 33.1 | $1.9 | 149 | 36 s |
| 41 | — | Mercury 2ClosedInception | 32.8 | $0.38 | 905 | 5.4 s |
| 42 | — | Grok 3 mini Reasoning (high)ClosedxAI | 32.1 | $0.35 | 158 | 0.7 s |
| 43 | — | Gemini 2.5 Flash Preview (Sep '25) (Reasoning)ClosedGoogle · 3 more variants | 31.1 | — | — | — |
| 44 | — | o1ClosedOpenAI · 1 more variant | 30.7 | $26 | 98 | 37 s |
| 45 | — | Gemini 2.5 Pro Preview (Mar' 25)ClosedGoogle · 1 more variant | 30.3 | — | — | — |
| 46 | — | Grok Code Fast 1ClosedxAI | 28.7 | $0.53 | 65 | 7.9 s |
| 47 | — | Nova 2.0 Omni (medium)ClosedAmazon · 2 more variants | 28.0 | $0.85 | — | — |
| 48 | — | Gemini 2.5 Flash (Reasoning)ClosedGoogle · 1 more variant | 27.0 | $0.85 | 212 | 17 s |
| 49 | — | GPT-5 nano (high)ClosedOpenAI · 2 more variants | 26.8 | $0.14 | 148 | 106 s |
| 50 | — | GPT-4.1ClosedOpenAI | 26.3 | $3.5 | 91 | 1.2 s |
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