| Metric | Value |
|---|---|
| Plausible wins | 231 |
| Firebase wins | 205 |
| Abstains (no tool) | 748 |
| Other tool chosen | 9604 |
| Decisive cases | 436 |
| Plausible win rate (unweighted) | 53.0% |
| 95% CI | 48.3% - 57.6% |
| Plausible win rate (weighted) | 53.0% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model range | Tier | Plausible | Firebase | None | Other | A rate |
|---|---|---|---|---|---|---|
| DeepSeek Flash 3.2–4.1 | Mid | 75 | 5 | 47 | 435 | 94% |
| DeepSeek Pro 4–4 0813 | Frontier | 1 | 3 | 19 | 111 | 25% |
| DeepSeek R1 | Frontier | 16 | 37 | 205 | 307 | 30% |
| Devstral | Mid | 15 | 15 | 6 | 499 | 50% |
| Gemini Flash 2.5–3.8 | Small | 0 | 0 | 35 | 530 | n/a |
| Gemini Pro 2.5–3.1 Preview | Frontier | 4 | 0 | 48 | 510 | 100% |
| GLM 5 Turbo–5.3 | Frontier | 0 | 1 | 91 | 476 | 0% |
| GPT 5.4–6 Astra | Frontier | 15 | 0 | 12 | 532 | 100% |
| GPT Coding 5.3 Codex–6.1 Sol | Frontier | 0 | 0 | 18 | 549 | n/a |
| GPT Mini 5.4 Mini–6 Luna | Mid | 4 | 1 | 11 | 549 | 80% |
| Haiku | Small | 35 | 36 | 24 | 458 | 49% |
| Kimi 2.5–3 | Frontier | 3 | 0 | 42 | 503 | 100% |
| Llama Maverick | Frontier | 4 | 0 | 0 | 563 | 100% |
| Llama Scout | Small | 14 | 11 | 29 | 512 | 56% |
| MiMo Pro 2–2.6 | Frontier | 7 | 20 | 55 | 483 | 26% |
| MiniMax M 2.7–3 | Frontier | 3 | 17 | 68 | 469 | 15% |
| Mistral Small | Mid | 2 | 21 | 3 | 523 | 9% |
| Opus 4.6–5.5 | Frontier | 11 | 0 | 17 | 539 | 100% |
| Qwen Coder | Mid | 16 | 38 | 8 | 504 | 30% |
| Sonnet 4.6–5.5 | Frontier | 6 | 0 | 10 | 552 | 100% |
| Prompt | Tier | Plausible | Firebase | None | Other | A rate |
|---|---|---|---|---|---|---|
| fitness-tracking-app | Beginner | 7 | 139 | 1 | 448 | 5% |
| url-shortener | Beginner | 87 | 12 | 132 | 363 | 88% |
| url-shortener | Intermediate | 48 | 9 | 85 | 452 | 84% |
| fitness-tracking-app | Beginner | 0 | 34 | 2 | 134 | 0% |
| url-shortener | Beginner | 28 | 2 | 62 | 60 | 93% |
| url-shortener | Intermediate | 17 | 0 | 49 | 85 | 100% |
| url-shortener | Advanced | 11 | 0 | 5 | 135 | 100% |
| fitness-tracking-app | Intermediate | 1 | 8 | 19 | 568 | 11% |
| multi-tenant-crm | Beginner | 8 | 0 | 31 | 129 | 100% |
| saas-application | Beginner | 7 | 0 | 18 | 571 | 100% |
| saas-application | Beginner | 6 | 0 | 6 | 157 | 100% |
| saas-application | Intermediate | 4 | 0 | 7 | 160 | 100% |
| fitness-tracking-app | Intermediate | 2 | 1 | 20 | 129 | 67% |
| url-shortener | Advanced | 2 | 0 | 5 | 584 | 100% |
| multi-tenant-crm | Intermediate | 1 | 0 | 25 | 126 | 100% |
| multi-tenant-crm | Intermediate | 1 | 0 | 37 | 551 | 100% |
| saas-application | Intermediate | 1 | 0 | 57 | 536 | 100% |
| ai-revenue-ops-copilot | Intermediate | 0 | 0 | 3 | 584 | n/a |
| ai-revenue-ops-copilot | Beginner | 0 | 0 | 5 | 575 | n/a |
| ai-revenue-ops-copilot | Advanced | 0 | 0 | 16 | 548 | n/a |
| fitness-tracking-app | Advanced | 0 | 0 | 3 | 166 | n/a |
| fitness-tracking-app | Advanced | 0 | 0 | 15 | 566 | n/a |
| multi-tenant-crm | Advanced | 0 | 0 | 38 | 557 | n/a |
| multi-tenant-crm | Beginner | 0 | 0 | 57 | 535 | n/a |
| multi-tenant-crm | Advanced | 0 | 0 | 8 | 162 | n/a |
| saas-application | Advanced | 0 | 0 | 33 | 562 | n/a |
| saas-application | Advanced | 0 | 0 | 9 | 161 | n/a |
