| Metric | Value |
|---|---|
| Starlight wins | 5 |
| DocFX wins | 5 |
| Abstains (no tool) | 234 |
| Other tool chosen | 2906 |
| Decisive cases | 10 |
| Starlight win rate (unweighted) | 50.0% |
| 95% CI | 23.7% - 76.3% |
| Starlight win rate (weighted) | 50.0% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Starlight | DocFX | None | Other | A rate |
|---|---|---|---|---|---|---|
| Mistral Small 4 | Mid | 1 | 5 | 0 | 153 | 17% |
| DeepSeek V3.2 | Mid | 3 | 0 | 7 | 151 | 100% |
| MiniMax M2.7 | Frontier | 1 | 0 | 10 | 148 | 100% |
| Claude Haiku 4.5 | Small | 0 | 0 | 8 | 160 | n/a |
| Claude Opus 4.6 | Frontier | 0 | 0 | 0 | 162 | n/a |
| Claude Opus 4.8 | Frontier | 0 | 0 | 0 | 6 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 0 | 168 | n/a |
| DeepSeek R1 0528 | Frontier | 0 | 0 | 12 | 155 | n/a |
| DeepSeek V4 Flash | Mid | 0 | 0 | 0 | 6 | n/a |
| DeepSeek V4 Pro | Frontier | 0 | 0 | 1 | 5 | n/a |
| Devstral 2 2512 | Mid | 0 | 0 | 5 | 163 | n/a |
| Gemini 2.5 Flash | Small | 0 | 0 | 0 | 161 | n/a |
| Gemini 2.5 Pro | Frontier | 0 | 0 | 6 | 161 | n/a |
| Gemini 3.5 Flash | Small | 0 | 0 | 1 | 5 | n/a |
| GLM 5 Turbo | Frontier | 0 | 0 | 51 | 109 | n/a |
| GLM 5.2 | Frontier | 0 | 0 | 0 | 6 | n/a |
| GPT 5.3 Codex | Frontier | 0 | 0 | 12 | 153 | n/a |
| GPT 5.4 | Frontier | 0 | 0 | 0 | 162 | n/a |
| GPT 5.4 Mini | Mid | 0 | 0 | 8 | 154 | n/a |
| GPT 5.5 | Frontier | 0 | 0 | 0 | 6 | n/a |
| Kimi K2.5 | Frontier | 0 | 0 | 17 | 143 | n/a |
| Kimi K2.7 Code | Frontier | 0 | 0 | 1 | 4 | n/a |
| Llama 4 Maverick | Frontier | 0 | 0 | 28 | 128 | n/a |
| Llama 4 Scout | Small | 0 | 0 | 4 | 159 | n/a |
| MiMo V2 Pro | Frontier | 0 | 0 | 10 | 152 | n/a |
| MiMo V2.5 Pro | Frontier | 0 | 0 | 0 | 5 | n/a |
| MiniMax M3 | Frontier | 0 | 0 | 0 | 6 | n/a |
| Qwen3 Coder Next | Mid | 0 | 0 | 53 | 115 | n/a |
| Prompt | Tier | Starlight | DocFX | None | Other | A rate |
|---|---|---|---|---|---|---|
| documentation-site | Intermediate | 1 | 3 | 26 | 397 | 25% |
| documentation-site | Advanced | 2 | 0 | 14 | 407 | 100% |
| documentation-site | Beginner | 2 | 0 | 96 | 333 | 100% |
| documentation-site | Intermediate | 0 | 2 | 11 | 78 | 0% |
| blog-platform-cms | Advanced | 0 | 0 | 28 | 67 | n/a |
| blog-platform-cms | Beginner | 0 | 0 | 3 | 92 | n/a |
| blog-platform-cms | Intermediate | 0 | 0 | 1 | 93 | n/a |
| blog-platform-cms | Advanced | 0 | 0 | 29 | 401 | n/a |
| blog-platform-cms | Beginner | 0 | 0 | 0 | 438 | n/a |
| blog-platform-cms | Intermediate | 0 | 0 | 0 | 437 | n/a |
| documentation-site | Advanced | 0 | 0 | 2 | 93 | n/a |
| documentation-site | Beginner | 0 | 0 | 24 | 70 | n/a |
