| Metric | Value |
|---|---|
| Plausible wins | 145 |
| Firebase wins | 155 |
| Abstains (no tool) | 459 |
| Other tool chosen | 7206 |
| Decisive cases | 300 |
| Plausible win rate (unweighted) | 48.3% |
| 95% CI | 42.7% - 54.0% |
| Plausible win rate (weighted) | 48.3% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Plausible | Firebase | None | Other | A rate |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | Small | 27 | 26 | 5 | 348 | 51% |
| DeepSeek V3.2 | Mid | 48 | 0 | 27 | 252 | 100% |
| Qwen3 Coder Next | Mid | 10 | 27 | 5 | 378 | 27% |
| DeepSeek R1 0528 | Frontier | 10 | 25 | 149 | 234 | 29% |
| Llama 4 Scout | Small | 13 | 11 | 25 | 369 | 54% |
| MiMo V2 Pro | Frontier | 4 | 14 | 25 | 287 | 22% |
| Devstral 2 2512 | Mid | 1 | 14 | 0 | 388 | 7% |
| Mistral Small 4 | Mid | 0 | 15 | 3 | 385 | 0% |
| MiniMax M2.7 | Frontier | 2 | 12 | 36 | 269 | 14% |
| Claude Opus 4.6 | Frontier | 11 | 0 | 1 | 318 | 100% |
| GPT 5.4 | Frontier | 9 | 0 | 0 | 318 | 100% |
| DeepSeek V4 Flash | Mid | 4 | 3 | 4 | 77 | 57% |
| DeepSeek V4 Pro | Frontier | 1 | 3 | 15 | 70 | 25% |
| Llama 4 Maverick | Frontier | 3 | 0 | 0 | 416 | 100% |
| MiMo V2.5 Pro | Frontier | 0 | 3 | 11 | 76 | 0% |
| Kimi K2.7 Code | Frontier | 2 | 0 | 3 | 85 | 100% |
| GLM 5.2 | Frontier | 0 | 1 | 1 | 88 | 0% |
| GPT 5.4 Mini | Mid | 0 | 1 | 7 | 411 | 0% |
| Claude Opus 4.8 | Frontier | 0 | 0 | 0 | 89 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 1 | 419 | n/a |
| Gemini 2.5 Flash | Small | 0 | 0 | 22 | 305 | n/a |
| Gemini 2.5 Pro | Frontier | 0 | 0 | 26 | 390 | n/a |
| Gemini 3.5 Flash | Small | 0 | 0 | 0 | 90 | n/a |
| GLM 5 Turbo | Frontier | 0 | 0 | 65 | 265 | n/a |
| GPT 5.3 Codex | Frontier | 0 | 0 | 1 | 418 | n/a |
| GPT 5.5 | Frontier | 0 | 0 | 1 | 86 | n/a |
| Kimi K2.5 | Frontier | 0 | 0 | 23 | 288 | n/a |
| MiniMax M3 | Frontier | 0 | 0 | 3 | 87 | n/a |
| Prompt | Tier | Plausible | Firebase | None | Other | A rate |
|---|---|---|---|---|---|---|
| fitness-tracking-app | Beginner | 7 | 128 | 1 | 400 | 5% |
| url-shortener | Beginner | 83 | 12 | 109 | 332 | 87% |
| url-shortener | Intermediate | 43 | 9 | 75 | 408 | 83% |
| saas-application | Beginner | 7 | 0 | 16 | 514 | 100% |
| fitness-tracking-app | Intermediate | 1 | 6 | 16 | 514 | 14% |
| url-shortener | Advanced | 2 | 0 | 5 | 525 | 100% |
| multi-tenant-crm | Intermediate | 1 | 0 | 34 | 495 | 100% |
| saas-application | Intermediate | 1 | 0 | 52 | 482 | 100% |
| ai-revenue-ops-copilot | Intermediate | 0 | 0 | 3 | 526 | n/a |
| ai-revenue-ops-copilot | Beginner | 0 | 0 | 5 | 515 | n/a |
| ai-revenue-ops-copilot | Advanced | 0 | 0 | 16 | 490 | n/a |
| fitness-tracking-app | Advanced | 0 | 0 | 13 | 513 | n/a |
| multi-tenant-crm | Beginner | 0 | 0 | 47 | 487 | n/a |
| multi-tenant-crm | Advanced | 0 | 0 | 37 | 499 | n/a |
| saas-application | Advanced | 0 | 0 | 30 | 506 | n/a |
