| Metric | Value |
|---|---|
| Stream wins | 292 |
| Pusher wins | 684 |
| Abstains (no tool) | 54 |
| Other tool chosen | 3765 |
| Decisive cases | 976 |
| Stream win rate (unweighted) | 29.9% |
| 95% CI | 27.1% - 32.9% |
| Stream win rate (weighted) | 29.9% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Stream | Pusher | None | Other | A rate |
|---|---|---|---|---|---|---|
| Gemini 2.5 Pro | Frontier | 7 | 105 | 0 | 140 | 6% |
| GLM 5 Turbo | Frontier | 25 | 76 | 3 | 94 | 25% |
| Qwen3 Coder Next | Mid | 0 | 100 | 0 | 150 | 0% |
| MiMo V2 Pro | Frontier | 4 | 84 | 0 | 109 | 5% |
| Kimi K2.5 | Frontier | 52 | 3 | 5 | 136 | 95% |
| Claude Opus 4.6 | Frontier | 23 | 31 | 0 | 143 | 43% |
| GPT 5.4 | Frontier | 34 | 15 | 0 | 146 | 69% |
| DeepSeek R1 0528 | Frontier | 2 | 45 | 40 | 164 | 4% |
| Llama 4 Scout | Small | 0 | 40 | 0 | 208 | 0% |
| Gemini 2.5 Flash | Small | 31 | 7 | 0 | 160 | 82% |
| Llama 4 Maverick | Frontier | 12 | 26 | 0 | 211 | 32% |
| Claude Sonnet 4.6 | Frontier | 29 | 7 | 0 | 216 | 81% |
| Mistral Small 4 | Mid | 0 | 34 | 0 | 213 | 0% |
| GPT 5.4 Mini | Mid | 19 | 8 | 4 | 217 | 70% |
| Gemini 3.5 Flash | Small | 6 | 20 | 0 | 28 | 23% |
| MiniMax M2.7 | Frontier | 7 | 11 | 0 | 178 | 39% |
| DeepSeek V3.2 | Mid | 6 | 9 | 1 | 182 | 40% |
| MiMo V2.5 Pro | Frontier | 2 | 13 | 0 | 39 | 13% |
| Kimi K2.7 Code | Frontier | 13 | 1 | 0 | 40 | 93% |
| GLM 5.2 | Frontier | 5 | 9 | 0 | 40 | 36% |
| MiniMax M3 | Frontier | 0 | 13 | 0 | 41 | 0% |
| DeepSeek V4 Flash | Mid | 1 | 10 | 0 | 41 | 9% |
| Claude Opus 4.8 | Frontier | 3 | 6 | 0 | 45 | 33% |
| GPT 5.3 Codex | Frontier | 3 | 6 | 0 | 243 | 33% |
| GPT 5.5 | Frontier | 6 | 0 | 0 | 48 | 100% |
| DeepSeek V4 Pro | Frontier | 2 | 2 | 1 | 48 | 50% |
| Devstral 2 2512 | Mid | 0 | 2 | 0 | 241 | 0% |
| Claude Haiku 4.5 | Small | 0 | 1 | 0 | 244 | 0% |
| Prompt | Tier | Stream | Pusher | None | Other | A rate |
|---|---|---|---|---|---|---|
| chat-application | Beginner | 215 | 21 | 4 | 294 | 91% |
| social-media-platform | Intermediate | 7 | 162 | 5 | 357 | 4% |
| social-media-platform | Advanced | 9 | 126 | 4 | 394 | 7% |
| social-media-platform | Beginner | 12 | 119 | 22 | 374 | 9% |
| project-management-tool | Beginner | 0 | 78 | 7 | 450 | 0% |
| chat-application | Advanced | 22 | 52 | 1 | 457 | 30% |
| chat-application | Intermediate | 26 | 31 | 8 | 470 | 46% |
| project-management-tool | Intermediate | 0 | 57 | 3 | 474 | 0% |
| project-management-tool | Advanced | 1 | 38 | 0 | 495 | 3% |
