| Metric | Value |
|---|---|
| OpenAPI wins | 56 |
| Hono wins | 43 |
| Abstains (no tool) | 1432 |
| Other tool chosen | 7274 |
| Decisive cases | 99 |
| OpenAPI win rate (unweighted) | 56.6% |
| 95% CI | 46.7% - 65.9% |
| OpenAPI win rate (weighted) | 56.6% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model range | Tier | OpenAPI | Hono | None | Other | A rate |
|---|---|---|---|---|---|---|
| DeepSeek Flash 3.2–4.1 | Mid | 2 | 4 | 62 | 386 | 33% |
| DeepSeek Pro 4–4 0813 | Frontier | 0 | 0 | 37 | 91 | n/a |
| DeepSeek R1 | Frontier | 0 | 0 | 127 | 345 | n/a |
| Devstral | Mid | 2 | 0 | 75 | 353 | 100% |
| Gemini Flash 2.5–3.8 | Small | 1 | 0 | 108 | 355 | 100% |
| Gemini Pro 2.5–3.1 Preview | Frontier | 1 | 1 | 66 | 405 | 50% |
| GLM 5 Turbo–5.3 | Frontier | 0 | 15 | 198 | 258 | 0% |
| GPT 5.4–6 Astra | Frontier | 20 | 0 | 64 | 383 | 100% |
| GPT Coding 5.3 Codex–6.1 Sol | Frontier | 0 | 0 | 45 | 428 | n/a |
| GPT Mini 5.4 Mini–6 Luna | Mid | 20 | 0 | 37 | 361 | 100% |
| Haiku | Small | 6 | 0 | 62 | 379 | 100% |
| Kimi 2.5–3 | Frontier | 0 | 0 | 78 | 378 | n/a |
| Llama Maverick | Frontier | 0 | 0 | 39 | 428 | n/a |
| Llama Scout | Small | 0 | 0 | 42 | 394 | n/a |
| MiMo Pro 2–2.6 | Frontier | 0 | 0 | 66 | 401 | n/a |
| MiniMax M 2.7–3 | Frontier | 0 | 5 | 63 | 384 | 0% |
| Mistral Small | Mid | 0 | 0 | 17 | 419 | n/a |
| Opus 4.6–5.5 | Frontier | 3 | 0 | 67 | 402 | 100% |
| Qwen Coder | Mid | 0 | 0 | 141 | 310 | n/a |
| Sonnet 4.6–5.5 | Frontier | 1 | 18 | 38 | 414 | 5% |
| Prompt | Tier | OpenAPI | Hono | None | Other | A rate |
|---|---|---|---|---|---|---|
| url-shortener | Intermediate | 6 | 21 | 116 | 436 | 22% |
| url-shortener | Advanced | 12 | 10 | 48 | 508 | 55% |
| url-shortener | Advanced | 14 | 2 | 22 | 112 | 88% |
| full-stack-web-app | Advanced | 14 | 0 | 12 | 126 | 100% |
| multi-tenant-crm | Intermediate | 3 | 7 | 135 | 425 | 30% |
| url-shortener | Intermediate | 3 | 1 | 53 | 93 | 75% |
| full-stack-web-app | Intermediate | 1 | 0 | 41 | 98 | 100% |
| multi-tenant-crm | Beginner | 1 | 0 | 169 | 410 | 100% |
| multi-tenant-crm | Intermediate | 1 | 0 | 65 | 85 | 100% |
| multi-tenant-crm | Advanced | 1 | 0 | 17 | 151 | 100% |
| multi-tenant-crm | Advanced | 0 | 1 | 37 | 549 | 0% |
| url-shortener | Beginner | 0 | 1 | 153 | 427 | 0% |
| ai-revenue-ops-copilot | Intermediate | 0 | 0 | 103 | 459 | n/a |
| ai-revenue-ops-copilot | Beginner | 0 | 0 | 27 | 524 | n/a |
| ai-revenue-ops-copilot | Advanced | 0 | 0 | 97 | 466 | n/a |
| full-stack-web-app | Beginner | 0 | 0 | 105 | 70 | n/a |
| multi-tenant-crm | Beginner | 0 | 0 | 107 | 60 | n/a |
| url-shortener | Beginner | 0 | 0 | 111 | 40 | n/a |
| weather-dashboard | Beginner | 0 | 0 | 0 | 168 | n/a |
| weather-dashboard | Intermediate | 0 | 0 | 1 | 591 | n/a |
| weather-dashboard | Beginner | 0 | 0 | 0 | 594 | n/a |
| weather-dashboard | Advanced | 0 | 0 | 6 | 567 | n/a |
| weather-dashboard | Intermediate | 0 | 0 | 3 | 166 | n/a |
| weather-dashboard | Advanced | 0 | 0 | 4 | 149 | n/a |
