Model rankings
1356 models · 5 boards · 2 sources
Smartest
Best open model
Best value
Best from China
Top three by Intelligence
GPT-5.6 Sol (max)OpenAI58.9
Claude Opus 4.8 (Adaptive Reasoning, Max Effort)Anthropic55.7
Top three open models
GLM-5.2 (max)Z AI · #11 overall51.1
MiniMax-M3MiniMax · #17 overall44.4
DeepSeek V4 Pro (Reasoning, Max Effort)DeepSeek · #18 overall44.3
This week's changes
gpt-5.6-sol-xhigh (codex-harness)Coding · #1New
Simba 3.2Speech · #1New
GPT-5.6 Sol (max)Intelligence · #2New
GPT-5.6 Terra (max)Intelligence · #4New
Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)Image · #5New
| Rank | Change | Model | Intelligence | Price $/M | Speed tok/s | First token |
|---|---|---|---|---|---|---|
| 1 | — | Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback)ClosedAnthropic | 59.9 | $20 | 59 | 113 s |
| 2 | New | GPT-5.6 Sol (max)ClosedOpenAI · 5 more variants | 58.9 | $11 | 73 | 154 s |
| 3 | ▼ 1 | Claude Opus 4.8 (Adaptive Reasoning, Max Effort)ClosedAnthropic | 55.7 | $10 | 58 | 29 s |
| 4 | New | GPT-5.6 Terra (max)ClosedOpenAI · 5 more variants | 55.0 | $5.6 | 140 | 154 s |
| 5 | ▼ 2 | GPT-5.5 (xhigh)ClosedOpenAI · 4 more variants | 54.8 | $11 | 66 | 99 s |
| 6 | ▼ 2 | Claude Opus 4.7 (Adaptive Reasoning, Max Effort)ClosedAnthropic · 1 more variant | 53.5 | $10 | 47 | 22 s |
| 7 | ▼ 2 | Claude Sonnet 5 (Adaptive Reasoning, Max Effort)ClosedAnthropic · 1 more variant | 53.4 | $4.0 | 79 | 212 s |
| 8 | ▼ 2 | GPT-5.4 (xhigh)ClosedOpenAI · 2 more variants | 51.4 | $5.6 | 149 | 107 s |
| 9 | New | GPT-5.6 Luna (max)ClosedOpenAI · 5 more variants | 51.2 | $2.3 | 204 | 100 s |
| 10 | New | Muse Spark 1.1 (xhigh)ClosedMeta | 50.6 | $2.0 | 116 | 1.0 s |
| 11 | ▼ 4 | Gemini 3.5 Flash (high)ClosedGoogle · 2 more variants | 50.2 | $3.4 | 158 | 24 s |
| 12 | ▼ 4 | Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort)ClosedAnthropic · 2 more variants | 47.2 | $6.0 | 54 | 114 s |
| 13 | ▼ 4 | Gemini 3.1 Pro PreviewClosedGoogle | 46.5 | $4.5 | 136 | 25 s |
| 14 | ▼ 4 | GPT-5.3 Codex (xhigh)ClosedOpenAI | 44.3 | $4.8 | 77 | 79 s |
| 15 | ▼ 4 | Claude Opus 4.6 (Adaptive Reasoning, Max Effort)ClosedAnthropic · 1 more variant | 43.7 | $10 | 41 | 16 s |
| 16 | ▼ 4 | Muse SparkClosedMeta | 43.1 | — | — | — |
| 17 | ▼ 4 | GPT-5.2 (xhigh)ClosedOpenAI · 2 more variants | 42.2 | $4.8 | 61 | 108 s |
| 18 | ▼ 4 | Claude Opus 4.5 (Reasoning)ClosedAnthropic · 1 more variant | 40.8 | $10 | 47 | 16 s |
| 19 | ▼ 4 | GPT-5.2 Codex (xhigh)ClosedOpenAI | 40.1 | $4.8 | 160 | 71 s |
| 20 | ▼ 4 | GPT-5.4 mini (xhigh)ClosedOpenAI · 2 more variants | 40.0 | $1.7 | 160 | 5.4 s |
| 21 | ▼ 3 | Gemini 3 Pro Preview (high)ClosedGoogle · 1 more variant | 39.6 | $4.5 | — | — |
| 22 | ▼ 3 | GPT-5.4 nano (xhigh)ClosedOpenAI · 2 more variants | 38.2 | $0.46 | 173 | 4.8 s |
| 23 | ▼ 3 | Gemini 3 Flash Preview (Reasoning)ClosedGoogle · 1 more variant | 37.8 | $1.1 | 152 | 7.1 s |
| 24 | ▼ 1 | GPT-5.1 (high)ClosedOpenAI · 1 more variant | 36.9 | $3.4 | 95 | 45 s |
| 25 | — | Claude 4.5 Sonnet (Reasoning)ClosedAnthropic · 1 more variant | 36.4 | $6.0 | 42 | 12 s |
| 26 | — | GPT-5 Codex (high)ClosedOpenAI | 36.1 | $3.4 | 177 | 8.4 s |
| 27 | ▲ 1 | GPT-5.1 Codex (high)ClosedOpenAI | 34.7 | $3.4 | 167 | 6.1 s |
| 28 | ▼ 1 | GPT-5 (high)ClosedOpenAI · 4 more variants | 34.7 | $3.4 | 81 | 76 s |
| 29 | — | Claude 4.1 Opus (Reasoning)ClosedAnthropic · 1 more variant | 33.7 | $30 | 29 | 11 s |
| 30 | — | GPT-5.5 Instant (May 2026)ClosedOpenAI · 1 more variant | 33.5 | $11 | — | — |
| 31 | ▲ 1 | o3-proClosedOpenAI | 32.5 | $35 | 33 | 77 s |
| 32 | ▲ 1 | Claude 4 Opus (Reasoning)ClosedAnthropic · 1 more variant | 31.0 | $30 | — | — |
| 33 | ▲ 1 | GPT-5 mini (medium)ClosedOpenAI · 2 more variants | 30.9 | $0.69 | 103 | 12 s |
| 34 | ▲ 1 | GPT-5.1 Codex mini (high)ClosedOpenAI | 30.6 | $0.69 | 213 | 4.1 s |
| 35 | ▲ 2 | o3ClosedOpenAI | 30.4 | $3.5 | 112 | 6.7 s |
| 36 | ▲ 2 | Claude 4.5 Haiku (Reasoning)ClosedAnthropic · 1 more variant | 29.6 | $2.0 | 94 | 14 s |
| 37 | ▲ 2 | Claude 4 Sonnet (Reasoning)ClosedAnthropic · 1 more variant | 28.9 | $6.0 | — | — |
| 38 | ▲ 3 | Claude 3.7 Sonnet (Reasoning)ClosedAnthropic · 1 more variant | 27.1 | — | — | — |
| 39 | ▲ 3 | Gemini 2.5 ProClosedGoogle | 25.8 | $3.4 | 131 | 19 s |
| 40 | ▲ 3 | o4-mini (high)ClosedOpenAI | 25.6 | $1.9 | 151 | 22 s |
| 41 | ▲ 3 | Mercury 2ClosedInception | 25.3 | $0.38 | 797 | 3.2 s |
| 42 | ▲ 3 | Gemini 3.1 Flash-LiteClosedGoogle | 25.0 | $0.56 | 254 | 5.6 s |
| 43 | ▲ 3 | Gemini 2.5 Flash Preview (Sep '25) (Reasoning)ClosedGoogle · 3 more variants | 23.8 | — | — | — |
| 44 | ▲ 3 | o1ClosedOpenAI · 1 more variant | 23.4 | $26 | 130 | 23 s |
| 45 | ▲ 3 | Gemini 2.5 Pro Preview (Mar' 25)ClosedGoogle · 1 more variant | 23.0 | — | — | — |
| 46 | ▲ 4 | Nova 2.0 Pro Preview (medium)ClosedAmazon · 2 more variants | 21.8 | $3.4 | 123 | 13 s |
| 47 | ▲ 5 | Nova 2.0 Omni (medium)ClosedAmazon · 2 more variants | 20.9 | $0.85 | — | — |
| 48 | ▲ 5 | Gemini 2.5 Flash (Reasoning)ClosedGoogle · 1 more variant | 20.1 | $0.85 | 213 | 19 s |
| 49 | ▲ 5 | GPT-5 nano (high)ClosedOpenAI · 2 more variants | 19.9 | $0.14 | 146 | 108 s |
| 50 | ▲ 5 | GPT-4.1ClosedOpenAI | 19.4 | $3.5 | 104 | 1.0 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