EVIDENCE COVERAGE
What has been
tested together?
Strong means independent evidence in a shared, method-compatible cohort of at least three models. Partial means sourced observations exist without that overlap.
| Model | coding | reasoning | math | agents | research | multimodal | speed | Overall |
|---|---|---|---|---|---|---|---|---|
| GPT-6 Astra | Strong | Strong | Strong | Strong | None | None | None | 60 |
| GPT-6 Sol | Strong | Strong | Strong | Strong | None | Partial | None | 48 |
| GPT-6 Luna | Strong | Strong | Strong | Strong | None | None | None | Withheld |
| GPT-6.1 Sol | None | None | None | None | None | None | None | Withheld |
| GPT-5.6 Sol | Strong | Strong | Strong | Strong | None | None | None | 53 |
| GPT-5.6 Terra | Strong | Strong | Strong | Strong | None | None | None | Withheld |
| GPT-5.6 Luna | Strong | Strong | Strong | Strong | None | None | None | Withheld |
| Claude Fable 5.1 | Strong | Strong | Strong | Strong | None | None | None | Withheld |
| Claude Opus 5.5 | Strong | Strong | Strong | Strong | None | Partial | None | 86 |
| Claude Sonnet 5.5 | Strong | Strong | Strong | Strong | None | Partial | None | 88 |
| Claude Haiku 4.5 | None | None | None | None | None | None | None | Withheld |
| Gemini 3.8 Flash | Strong | Strong | Strong | Strong | None | None | None | 51 |
| Gemini 3.7 Flash | Strong | Strong | Strong | Strong | None | None | None | Withheld |
| Gemini 3.6 Flash | Strong | Strong | Strong | Strong | None | None | None | Withheld |
| Gemini 3.5 Flash | Strong | Strong | Strong | Strong | None | None | None | Withheld |
| Gemini 3.5 Flash-Lite | Strong | Strong | Strong | Strong | None | None | None | Withheld |
| Gemini 3.1 Pro Preview | Strong | Strong | Strong | Strong | None | None | None | Withheld |
| Grok 4.6 | Strong | Strong | Strong | Strong | None | None | None | 52 |
| Grok 4.5 | Strong | Strong | Strong | Strong | None | None | None | 44 |
| DeepSeek V4.1 Flash | Strong | Strong | Strong | Strong | None | None | None | Withheld |
| DeepSeek V4 Pro | Strong | Strong | Strong | Strong | None | None | None | Withheld |
| Mistral Medium 3.5 | None | None | None | None | None | None | None | Withheld |
| Mistral Small 4 | None | None | None | None | None | None | None | Withheld |
| Mistral Large 3 | None | None | None | None | None | None | None | Withheld |
| Llama 4 Scout | None | None | None | None | None | None | None | Withheld |
| Llama 4 Maverick | None | None | None | None | None | None | None | Withheld |
| Qwen3.5-397B-A17B | None | None | None | None | None | None | None | Withheld |
| Qwen3.5-122B-A10B | None | None | None | None | None | None | None | Withheld |