| Metric | Value |
|---|---|
| Stream wins | 326 |
| Pusher wins | 1034 |
| Abstains (no tool) | 77 |
| Other tool chosen | 5319 |
| Decisive cases | 1360 |
| Stream win rate (unweighted) | 24.0% |
| 95% CI | 21.8% - 26.3% |
| Stream win rate (weighted) | 24.0% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model range | Tier | Stream | Pusher | None | Other | A rate |
|---|---|---|---|---|---|---|
| DeepSeek Flash 3.2–4.1 | Mid | 9 | 29 | 2 | 313 | 24% |
| DeepSeek Pro 4–4 0813 | Frontier | 2 | 2 | 1 | 74 | 50% |
| DeepSeek R1 | Frontier | 3 | 67 | 51 | 232 | 4% |
| Devstral | Mid | 0 | 14 | 0 | 323 | 0% |
| Gemini Flash 2.5–3.8 | Small | 46 | 60 | 3 | 246 | 43% |
| Gemini Pro 2.5–3.1 Preview | Frontier | 9 | 151 | 0 | 194 | 6% |
| GLM 5 Turbo–5.3 | Frontier | 33 | 148 | 4 | 170 | 18% |
| GPT 5.4–6 Astra | Frontier | 43 | 27 | 0 | 281 | 61% |
| GPT Coding 5.3 Codex–6.1 Sol | Frontier | 6 | 11 | 0 | 337 | 35% |
| GPT Mini 5.4 Mini–6 Luna | Mid | 21 | 16 | 6 | 308 | 57% |
| Haiku | Small | 0 | 3 | 0 | 345 | 0% |
| Kimi 2.5–3 | Frontier | 68 | 16 | 5 | 263 | 81% |
| Llama Maverick | Frontier | 13 | 31 | 0 | 307 | 30% |
| Llama Scout | Small | 0 | 52 | 1 | 294 | 0% |
| MiMo Pro 2–2.6 | Frontier | 7 | 129 | 1 | 216 | 5% |
| MiniMax M 2.7–3 | Frontier | 8 | 33 | 2 | 309 | 20% |
| Mistral Small | Mid | 0 | 50 | 0 | 300 | 0% |
| Opus 4.6–5.5 | Frontier | 27 | 46 | 1 | 280 | 37% |
| Qwen Coder | Mid | 0 | 134 | 0 | 218 | 0% |
| Sonnet 4.6–5.5 | Frontier | 31 | 15 | 0 | 309 | 67% |
| Prompt | Tier | Stream | Pusher | None | Other | A rate |
|---|---|---|---|---|---|---|
| chat-application | Beginner | 236 | 24 | 4 | 328 | 91% |
| social-media-platform | Intermediate | 7 | 181 | 7 | 394 | 4% |
| social-media-platform | Advanced | 9 | 137 | 5 | 441 | 6% |
| social-media-platform | Beginner | 12 | 133 | 23 | 417 | 8% |
| project-management-tool | Beginner | 0 | 84 | 7 | 503 | 0% |
| chat-application | Advanced | 22 | 55 | 1 | 512 | 29% |
| chat-application | Intermediate | 26 | 42 | 9 | 517 | 38% |
| project-management-tool | Intermediate | 0 | 60 | 4 | 529 | 0% |
| social-media-platform | Beginner | 0 | 54 | 4 | 112 | 0% |
| social-media-platform | Advanced | 1 | 47 | 2 | 119 | 2% |
| social-media-platform | Intermediate | 0 | 47 | 1 | 104 | 0% |
| project-management-tool | Advanced | 1 | 41 | 0 | 551 | 2% |
| project-management-tool | Beginner | 0 | 38 | 4 | 110 | 0% |
| chat-application | Beginner | 12 | 18 | 3 | 134 | 40% |
| project-management-tool | Intermediate | 0 | 26 | 0 | 126 | 0% |
| chat-application | Advanced | 0 | 19 | 1 | 132 | 0% |
| chat-application | Intermediate | 0 | 18 | 2 | 150 | 0% |
| project-management-tool | Advanced | 0 | 10 | 0 | 140 | 0% |
