| Metric | Value |
|---|---|
| Contentlayer wins | 22 |
| Wagtail wins | 25 |
| Abstains (no tool) | 234 |
| Other tool chosen | 2869 |
| Decisive cases | 47 |
| Contentlayer win rate (unweighted) | 46.8% |
| 95% CI | 33.3% - 60.8% |
| Contentlayer win rate (weighted) | 46.8% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Contentlayer | Wagtail | None | Other | A rate |
|---|---|---|---|---|---|---|
| Claude Opus 4.6 | Frontier | 0 | 22 | 0 | 140 | 0% |
| GPT 5.4 Mini | Mid | 7 | 0 | 8 | 147 | 100% |
| Mistral Small 4 | Mid | 6 | 0 | 0 | 153 | 100% |
| Claude Sonnet 4.6 | Frontier | 4 | 0 | 0 | 164 | 100% |
| Claude Haiku 4.5 | Small | 3 | 0 | 8 | 157 | 100% |
| GPT 5.3 Codex | Frontier | 0 | 2 | 12 | 151 | 0% |
| Kimi K2.5 | Frontier | 1 | 0 | 17 | 142 | 100% |
| Llama 4 Scout | Small | 1 | 0 | 4 | 158 | 100% |
| MiMo V2 Pro | Frontier | 0 | 1 | 10 | 151 | 0% |
| Claude Opus 4.8 | Frontier | 0 | 0 | 0 | 6 | n/a |
| DeepSeek R1 0528 | Frontier | 0 | 0 | 12 | 155 | n/a |
| DeepSeek V3.2 | Mid | 0 | 0 | 7 | 154 | 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 5.4 | Frontier | 0 | 0 | 0 | 162 | n/a |
| GPT 5.5 | Frontier | 0 | 0 | 0 | 6 | n/a |
| Kimi K2.7 Code | Frontier | 0 | 0 | 1 | 4 | n/a |
| Llama 4 Maverick | Frontier | 0 | 0 | 28 | 128 | n/a |
| MiMo V2.5 Pro | Frontier | 0 | 0 | 0 | 5 | n/a |
| MiniMax M2.7 | Frontier | 0 | 0 | 10 | 149 | n/a |
| MiniMax M3 | Frontier | 0 | 0 | 0 | 6 | n/a |
| Qwen3 Coder Next | Mid | 0 | 0 | 53 | 115 | n/a |
| Prompt | Tier | Contentlayer | Wagtail | None | Other | A rate |
|---|---|---|---|---|---|---|
| blog-platform-cms | Advanced | 0 | 20 | 29 | 381 | 0% |
| documentation-site | Beginner | 12 | 0 | 96 | 323 | 100% |
| blog-platform-cms | Advanced | 0 | 5 | 28 | 62 | 0% |
| documentation-site | Intermediate | 4 | 0 | 11 | 76 | 100% |
| documentation-site | Advanced | 4 | 0 | 14 | 405 | 100% |
| documentation-site | Beginner | 1 | 0 | 24 | 69 | 100% |
| documentation-site | Intermediate | 1 | 0 | 26 | 400 | 100% |
| blog-platform-cms | Beginner | 0 | 0 | 3 | 92 | n/a |
| blog-platform-cms | Intermediate | 0 | 0 | 1 | 93 | 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 |
