| Metric | Value |
|---|---|
| ReadMe wins | 12 |
| Wagtail wins | 30 |
| Abstains (no tool) | 350 |
| Other tool chosen | 4103 |
| Decisive cases | 42 |
| ReadMe win rate (unweighted) | 28.6% |
| 95% CI | 17.2% - 43.6% |
| ReadMe win rate (weighted) | 28.6% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model range | Tier | ReadMe | Wagtail | None | Other | A rate |
|---|---|---|---|---|---|---|
| DeepSeek Flash 3.2–4.1 | Mid | 0 | 2 | 9 | 225 | 0% |
| DeepSeek Pro 4–4 0813 | Frontier | 1 | 0 | 6 | 47 | 100% |
| DeepSeek R1 | Frontier | 1 | 0 | 16 | 220 | 100% |
| Devstral | Mid | 0 | 0 | 8 | 218 | n/a |
| Gemini Flash 2.5–3.8 | Small | 0 | 0 | 8 | 229 | n/a |
| Gemini Pro 2.5–3.1 Preview | Frontier | 0 | 0 | 7 | 229 | n/a |
| GLM 5 Turbo–5.3 | Frontier | 0 | 0 | 59 | 177 | n/a |
| GPT 5.4–6 Astra | Frontier | 0 | 0 | 3 | 235 | n/a |
| GPT Coding 5.3 Codex–6.1 Sol | Frontier | 0 | 2 | 22 | 210 | 0% |
| GPT Mini 5.4 Mini–6 Luna | Mid | 0 | 0 | 14 | 215 | n/a |
| Haiku | Small | 0 | 0 | 19 | 219 | n/a |
| Kimi 2.5–3 | Frontier | 1 | 0 | 29 | 204 | 100% |
| Llama Maverick | Frontier | 0 | 0 | 38 | 187 | n/a |
| Llama Scout | Small | 0 | 0 | 6 | 225 | n/a |
| MiMo Pro 2–2.6 | Frontier | 8 | 1 | 15 | 211 | 89% |
| MiniMax M 2.7–3 | Frontier | 0 | 1 | 14 | 219 | 0% |
| Mistral Small | Mid | 1 | 0 | 0 | 224 | 100% |
| Opus 4.6–5.5 | Frontier | 0 | 24 | 2 | 211 | 0% |
| Qwen Coder | Mid | 0 | 0 | 71 | 164 | n/a |
| Sonnet 4.6–5.5 | Frontier | 0 | 0 | 4 | 234 | n/a |
| Prompt | Tier | ReadMe | Wagtail | None | Other | A rate |
|---|---|---|---|---|---|---|
| blog-platform-cms | Advanced | 0 | 20 | 32 | 535 | 0% |
| blog-platform-cms | Advanced | 0 | 10 | 47 | 111 | 0% |
| documentation-site | Advanced | 6 | 0 | 15 | 557 | 100% |
| documentation-site | Intermediate | 4 | 0 | 39 | 539 | 100% |
| documentation-site | Beginner | 1 | 0 | 143 | 444 | 100% |
| documentation-site | Intermediate | 1 | 0 | 23 | 138 | 100% |
| blog-platform-cms | Beginner | 0 | 0 | 0 | 596 | n/a |
| blog-platform-cms | Intermediate | 0 | 0 | 2 | 149 | n/a |
| blog-platform-cms | Intermediate | 0 | 0 | 0 | 595 | n/a |
| blog-platform-cms | Beginner | 0 | 0 | 5 | 164 | n/a |
| documentation-site | Beginner | 0 | 0 | 39 | 112 | n/a |
| documentation-site | Advanced | 0 | 0 | 5 | 163 | n/a |
