| Metric | Value |
|---|---|
| Contentlayer wins | 19 |
| Wagtail wins | 20 |
| Abstains (no tool) | 197 |
| Other tool chosen | 2937 |
| Decisive cases | 39 |
| Contentlayer win rate (unweighted) | 48.7% |
| 95% CI | 33.9% - 63.8% |
| Contentlayer win rate (weighted) | 48.7% |
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 | 17 | 0 | 115 | 0% |
| GPT 5.4 Mini | Mid | 7 | 0 | 7 | 147 | 100% |
| Mistral Small 4 | Mid | 6 | 0 | 0 | 152 | 100% |
| Claude Sonnet 4.6 | Frontier | 3 | 0 | 0 | 165 | 100% |
| GPT 5.3 Codex | Frontier | 0 | 2 | 6 | 156 | 0% |
| Claude Haiku 4.5 | Small | 1 | 0 | 0 | 167 | 100% |
| Kimi K2.5 | Frontier | 1 | 0 | 9 | 120 | 100% |
| Llama 4 Scout | Small | 1 | 0 | 5 | 157 | 100% |
| MiMo V2 Pro | Frontier | 0 | 1 | 4 | 127 | 0% |
| Claude Opus 4.8 | Frontier | 0 | 0 | 0 | 36 | n/a |
| DeepSeek R1 0528 | Frontier | 0 | 0 | 11 | 156 | n/a |
| DeepSeek V3.2 | Mid | 0 | 0 | 6 | 126 | n/a |
| DeepSeek V4 Flash | Mid | 0 | 0 | 1 | 34 | n/a |
| DeepSeek V4 Pro | Frontier | 0 | 0 | 4 | 32 | n/a |
| Devstral 2 2512 | Mid | 0 | 0 | 0 | 162 | n/a |
| Gemini 2.5 Flash | Small | 0 | 0 | 0 | 132 | n/a |
| Gemini 2.5 Pro | Frontier | 0 | 0 | 2 | 165 | n/a |
| Gemini 3.5 Flash | Small | 0 | 0 | 5 | 31 | n/a |
| GLM 5 Turbo | Frontier | 0 | 0 | 43 | 88 | n/a |
| GLM 5.2 | Frontier | 0 | 0 | 0 | 36 | n/a |
| GPT 5.4 | Frontier | 0 | 0 | 0 | 132 | n/a |
| GPT 5.5 | Frontier | 0 | 0 | 0 | 36 | n/a |
| Kimi K2.7 Code | Frontier | 0 | 0 | 4 | 31 | n/a |
| Llama 4 Maverick | Frontier | 0 | 0 | 26 | 129 | n/a |
| MiMo V2.5 Pro | Frontier | 0 | 0 | 1 | 34 | n/a |
| MiniMax M2.7 | Frontier | 0 | 0 | 5 | 125 | n/a |
| MiniMax M3 | Frontier | 0 | 0 | 0 | 36 | n/a |
| Qwen3 Coder Next | Mid | 0 | 0 | 58 | 110 | n/a |
| Prompt | Tier | Contentlayer | Wagtail | None | Other | A rate |
|---|---|---|---|---|---|---|
| blog-platform-cms | Advanced | 0 | 20 | 30 | 478 | 0% |
| documentation-site | Beginner | 13 | 0 | 123 | 393 | 100% |
| documentation-site | Advanced | 4 | 0 | 14 | 502 | 100% |
| documentation-site | Intermediate | 2 | 0 | 30 | 491 | 100% |
| blog-platform-cms | Beginner | 0 | 0 | 0 | 537 | n/a |
| blog-platform-cms | Intermediate | 0 | 0 | 0 | 536 | n/a |
