| Metric | Value |
|---|---|
| GitHub wins | 80 |
| Payload CMS wins | 177 |
| Abstains (no tool) | 350 |
| Other tool chosen | 3888 |
| Decisive cases | 257 |
| GitHub win rate (unweighted) | 31.1% |
| 95% CI | 25.8% - 37.0% |
| GitHub win rate (weighted) | 31.1% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model range | Tier | GitHub | Payload CMS | None | Other | A rate |
|---|---|---|---|---|---|---|
| DeepSeek Flash 3.2–4.1 | Mid | 0 | 3 | 9 | 224 | 0% |
| DeepSeek Pro 4–4 0813 | Frontier | 0 | 1 | 6 | 47 | 0% |
| DeepSeek R1 | Frontier | 0 | 0 | 16 | 221 | n/a |
| Devstral | Mid | 0 | 0 | 8 | 218 | n/a |
| Gemini Flash 2.5–3.8 | Small | 1 | 3 | 8 | 225 | 25% |
| Gemini Pro 2.5–3.1 Preview | Frontier | 13 | 1 | 7 | 215 | 93% |
| GLM 5 Turbo–5.3 | Frontier | 0 | 1 | 59 | 176 | 0% |
| GPT 5.4–6 Astra | Frontier | 9 | 11 | 3 | 215 | 45% |
| GPT Coding 5.3 Codex–6.1 Sol | Frontier | 0 | 16 | 22 | 196 | 0% |
| GPT Mini 5.4 Mini–6 Luna | Mid | 0 | 4 | 14 | 211 | 0% |
| Haiku | Small | 0 | 2 | 19 | 217 | 0% |
| Kimi 2.5–3 | Frontier | 1 | 26 | 29 | 178 | 4% |
| Llama Maverick | Frontier | 53 | 0 | 38 | 134 | 100% |
| Llama Scout | Small | 0 | 0 | 6 | 225 | n/a |
| MiMo Pro 2–2.6 | Frontier | 0 | 2 | 15 | 218 | 0% |
| MiniMax M 2.7–3 | Frontier | 0 | 20 | 14 | 200 | 0% |
| Mistral Small | Mid | 2 | 0 | 0 | 223 | 100% |
| Opus 4.6–5.5 | Frontier | 0 | 10 | 2 | 225 | 0% |
| Qwen Coder | Mid | 0 | 0 | 71 | 164 | n/a |
| Sonnet 4.6–5.5 | Frontier | 1 | 77 | 4 | 156 | 1% |
| Prompt | Tier | GitHub | Payload CMS | None | Other | A rate |
|---|---|---|---|---|---|---|
| blog-platform-cms | Advanced | 0 | 98 | 32 | 457 | 0% |
| documentation-site | Intermediate | 34 | 0 | 39 | 509 | 100% |
| blog-platform-cms | Intermediate | 0 | 34 | 0 | 561 | 0% |
| documentation-site | Advanced | 27 | 0 | 15 | 536 | 100% |
| blog-platform-cms | Intermediate | 0 | 19 | 2 | 130 | 0% |
| blog-platform-cms | Advanced | 0 | 18 | 47 | 103 | 0% |
| documentation-site | Advanced | 10 | 3 | 5 | 150 | 77% |
| documentation-site | Intermediate | 9 | 0 | 23 | 130 | 100% |
| blog-platform-cms | Beginner | 0 | 4 | 5 | 160 | 0% |
| blog-platform-cms | Beginner | 0 | 1 | 0 | 595 | 0% |
| documentation-site | Beginner | 0 | 0 | 39 | 112 | n/a |
| documentation-site | Beginner | 0 | 0 | 143 | 445 | n/a |
