No valid scored ECI row in the current public dataset. The lab remains in the tracked scope and will appear when comparable data becomes available.
Model roster · 44 tracked systems
Every major contender, on one field.
This roster covers OpenAI, Anthropic, Google, xAI, Meta, Mistral, Microsoft, Moonshot, Alibaba/Qwen, Zhipu, DeepSeek, MiniMax, 01.AI, Baichuan, ByteDance and other tracked labs.
See roster and deduplication rules →Comparable ECI records
Model leaderboard
“Open weights” follows the source’s access label. It does not automatically mean unrestricted, commercially usable, or fully open-source.
Showing 44 of 44 tracked models
| Model | Ecosystem | Lab | Access | Released | ECI |
|---|---|---|---|---|---|
 GPT-6 Astra Unknown source confidence | Western | OpenAI | API | 166.3 rank 1 | |
 Claude Fable 5.1 Unknown source confidence | Western | Anthropic | API | 164.5 rank 2 | |
| Claude Fable 5 Unknown source confidence | Western | Anthropic | API | 163.3 rank 3 | |
| Claude Opus 5 Unknown source confidence | Western | Anthropic | API | 162.3 rank 4 | |
| GPT-5.5 Pro Unknown source confidence | Western | OpenAI | API | 162.3 rank 5 | |
| GPT-5.6 Sol Unknown source confidence | Western | OpenAI | API | 161.8 rank 6 | |
 Kimi K3 Unknown source confidence | Chinese | Moonshot AI | Open weights · non-commercial | 157.6 rank 11 | |
 Gemini 3.7 Flash Unknown source confidence | Western | Google DeepMind | API | 157.4 rank 12 | |
 Qwen 3.8 Max Unknown source confidence | Chinese | Alibaba / Qwen | API | 156.6 rank 14 | |
| Gemini 3.8 Flash Unknown source confidence | Western | Google DeepMind | API | 156.5 rank 16 | |
 Grok 4.6 Unknown source confidence | Western | xAI | API | 156.3 rank 17 | |
 Muse Spark 1.2 Unknown source confidence | Western | Meta AI | API | 155.5 rank 21 | |
 DeepSeek V4 Pro 0813 Unknown source confidence | Chinese | DeepSeek | Open weights · unrestricted | 155.5 rank 22 | |
 GLM-5.3 Unknown source confidence | Chinese | Zhipu AI / Z.ai | API | 155.3 rank 25 | |
| Qwen3.8 Max (0902) Unknown source confidence | Chinese | Alibaba / Qwen | API | 155.2 rank 26 | |
| Gemini 3.1 Pro Unknown source confidence | Western | Google DeepMind | API | 155.0 rank 27 | |
| Muse Spark 1.1 Unknown source confidence | Western | Meta AI | API | 154.6 rank 29 | |
| DeepSeek V4 Flash 0731 Unknown source confidence | Chinese | DeepSeek | Open weights · unrestricted | 154.5 rank 30 | |
| Grok 4.5 Unknown source confidence | Western | xAI | API | 153.9 rank 32 | |
| Qwen3.7-Max Unknown source confidence | Chinese | Alibaba / Qwen | API | 153.7 rank 33 | |
| Muse Spark Unknown source confidence | Western | Meta AI | API | 152.1 rank 37 | |
| Grok 4.20 Unknown source confidence | Western | xAI | API | 152.0 rank 38 | |
| GLM-5.2 Unknown source confidence | Chinese | Zhipu AI / Z.ai | Open weights · unrestricted | 151.9 rank 39 | |
| GLM-5.3-Flash Unknown source confidence | Chinese | Zhipu AI / Z.ai | Open weights · unrestricted | 151.4 rank 41 | |
| Kimi K2.6 Unknown source confidence | Chinese | Moonshot AI | Open weights · unrestricted | 151.0 rank 42 | |
| Kimi K2.7 Code Unknown source confidence | Chinese | Moonshot AI | Open weights · unrestricted | 150.1 rank 46 | |
| DeepSeek-V4-Pro Unknown source confidence | Chinese | DeepSeek | Open weights · unrestricted | 149.1 rank 52 | |
| Qwen3.5 397B-A17B Unknown source confidence | Chinese | Alibaba / Qwen | Open weights · unrestricted | 147.0 rank 59 | |
 MiniMax-M2.5 Unknown source confidence | Chinese | MiniMax | Open weights · unrestricted | 146.5 rank 63 | |
| MiniMax-M3 Unknown source confidence | Chinese | MiniMax | Open weights · restricted use | 146.5 rank 65 | |
| MiniMax-M2.7 Unknown source confidence | Chinese | MiniMax | Open weights · non-commercial | 145.8 rank 72 | |
| Gemma 4 31B IT Unknown source confidence | Western | Google DeepMind | Open weights · restricted use | 142.7 rank 91 | |
 Mistral Medium 3.5 Unknown source confidence | Western | Mistral AI | Open weights · restricted use | 141.3 rank 102 | |
| Mistral Medium 3 Unknown source confidence | Western | Mistral AI | API | 134.1 rank 136 | |
| Magistral Small 1.0 Unknown source confidence | Western | Mistral AI | Open weights · unrestricted | 133.2 rank 139 | |
| Llama 4 Maverick Unknown source confidence | Western | Meta AI | Open weights · restricted use | 132.2 rank 142 | |
 Phi-4 Unknown source confidence | Western | Microsoft | Open weights · unrestricted | 130.4 rank 147 | |
| phi-3-small 7.4B Unknown source confidence | Western | Microsoft | Open weights · unrestricted | 121.8 rank 183 | |
| phi-3-medium 14B Unknown source confidence | Western | Microsoft | Open weights · unrestricted | 121.2 rank 184 | |
 Yi-34B Unknown source confidence | Chinese | 01.AI | Open weights · restricted use | 117.3 rank 198 | |
| Yi 6B Unknown source confidence | Chinese | 01.AI | Open weights · restricted use | 104.5 rank 222 | |
 Baichuan2-13B Unknown source confidence | Chinese | Baichuan | Open weights · restricted use | 102.9 rank 223 | |
| Baichuan 2-7B Unknown source confidence | Chinese | Baichuan | Open weights · restricted use | 95.9 rank 231 | |
| Baichuan1-7B Unknown source confidence | Chinese | Baichuan | Open weights · non-commercial | 89.9 rank 238 |
Coverage gaps
Popular labs missing a comparable score
No valid scored ECI row in the current public dataset. The lab remains in the tracked scope and will appear when comparable data becomes available.
No valid scored ECI row in the current public dataset. The lab remains in the tracked scope and will appear when comparable data becomes available.
No valid scored ECI row in the current public dataset. The lab remains in the tracked scope and will appear when comparable data becomes available.