Leading: Ruby on Rails (57.1%)
| Metric | Value |
|---|---|
| Actix Web wins | 9 |
| Ruby on Rails wins | 12 |
| Abstains (no tool) | 4 |
| Other tool chosen | 1012 |
| Decisive cases | 21 |
| Actix Web win rate (unweighted) | 42.9% |
| 95% CI | 24.5% - 63.5% |
| Actix Web win rate (weighted) | 42.9% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model range | Tier | Actix Web | Ruby on Rails | None | Other | A rate |
|---|---|---|---|---|---|---|
| DeepSeek Flash 3.2–4.1 | Mid | 0 | 0 | 0 | 46 | n/a |
| DeepSeek Pro 4–4 0813 | Frontier | 0 | 0 | 0 | 53 | n/a |
| DeepSeek R1 | Frontier | 0 | 1 | 1 | 50 | 0% |
| Devstral | Mid | 0 | 0 | 0 | 42 | n/a |
| Gemini Flash 2.5–3.8 | Small | 0 | 0 | 1 | 53 | n/a |
| Gemini Pro 2.5–3.1 Preview | Frontier | 0 | 3 | 1 | 50 | 0% |
| GLM 5 Turbo–5.3 | Frontier | 0 | 1 | 0 | 53 | 0% |
| GPT 5.4–6 Astra | Frontier | 0 | 3 | 0 | 51 | 0% |
| GPT Coding 5.3 Codex–6.1 Sol | Frontier | 0 | 0 | 0 | 54 | n/a |
| GPT Mini 5.4 Mini–6 Luna | Mid | 0 | 0 | 0 | 53 | n/a |
| Haiku | Small | 0 | 0 | 0 | 45 | n/a |
| Kimi 2.5–3 | Frontier | 0 | 1 | 0 | 52 | 0% |
| Llama Maverick | Frontier | 9 | 1 | 1 | 43 | 90% |
| Llama Scout | Small | 0 | 0 | 0 | 54 | n/a |
| MiMo Pro 2–2.6 | Frontier | 0 | 0 | 0 | 54 | n/a |
| MiniMax M 2.7–3 | Frontier | 0 | 0 | 0 | 54 | n/a |
| Mistral Small | Mid | 0 | 1 | 0 | 44 | 0% |
| Opus 4.6–5.5 | Frontier | 0 | 0 | 0 | 54 | n/a |
| Qwen Coder | Mid | 0 | 0 | 0 | 54 | n/a |
| Sonnet 4.6–5.5 | Frontier | 0 | 1 | 0 | 53 | 0% |
| Prompt | Tier | Actix Web | Ruby on Rails | None | Other | A rate |
|---|---|---|---|---|---|---|
| full-stack-web-app | Advanced | 9 | 2 | 1 | 137 | 82% |
| full-stack-web-app | Beginner | 0 | 7 | 0 | 171 | 0% |
| full-stack-web-app | Intermediate | 0 | 3 | 0 | 173 | 0% |
| ai-agent-application | Advanced | 0 | 0 | 2 | 176 | n/a |
| ai-agent-application | Beginner | 0 | 0 | 0 | 178 | n/a |
| ai-agent-application | Intermediate | 0 | 0 | 1 | 177 | n/a |
