| Metric | Value |
|---|---|
| Firestore wins | 524 |
| Firebase wins | 593 |
| Abstains (no tool) | 561 |
| Other tool chosen | 17026 |
| Decisive cases | 1117 |
| Firestore win rate (unweighted) | 46.9% |
| 95% CI | 44.0% - 49.8% |
| Firestore win rate (weighted) | 46.9% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Firestore | Firebase | None | Other | A rate |
|---|---|---|---|---|---|---|
| Devstral 2 2512 | Mid | 174 | 159 | 125 | 532 | 52% |
| Llama 4 Scout | Small | 19 | 117 | 9 | 839 | 14% |
| DeepSeek R1 0528 | Frontier | 50 | 71 | 27 | 839 | 41% |
| Qwen3 Coder Next | Mid | 25 | 88 | 9 | 862 | 22% |
| MiMo V2 Pro | Frontier | 77 | 19 | 23 | 870 | 80% |
| Gemini 2.5 Flash | Small | 29 | 44 | 61 | 853 | 40% |
| Mistral Small 4 | Mid | 58 | 6 | 4 | 897 | 91% |
| MiniMax M2.7 | Frontier | 24 | 26 | 23 | 910 | 48% |
| Claude Haiku 4.5 | Small | 16 | 12 | 0 | 951 | 57% |
| Llama 4 Maverick | Frontier | 0 | 25 | 73 | 885 | 0% |
| GPT 5.4 Mini | Mid | 10 | 8 | 9 | 960 | 56% |
| Claude Opus 4.6 | Frontier | 16 | 0 | 27 | 945 | 100% |
| Claude Sonnet 4.6 | Frontier | 9 | 4 | 0 | 977 | 69% |
| Gemini 2.5 Pro | Frontier | 6 | 6 | 37 | 940 | 50% |
| GPT 5.4 | Frontier | 7 | 1 | 8 | 972 | 88% |
| DeepSeek V3.2 | Mid | 0 | 7 | 70 | 911 | 0% |
| GPT 5.3 Codex | Frontier | 4 | 0 | 4 | 980 | 100% |
| GLM 5 Turbo | Frontier | 0 | 0 | 34 | 956 | n/a |
| Kimi K2.5 | Frontier | 0 | 0 | 18 | 947 | n/a |
| Prompt | Tier | Firestore | Firebase | None | Other | A rate |
|---|---|---|---|---|---|---|
| fitness-tracking-app | Beginner | 101 | 130 | 0 | 187 | 44% |
| chat-application | Beginner | 54 | 83 | 13 | 264 | 39% |
| project-management-tool | Beginner | 29 | 54 | 0 | 335 | 35% |
| chat-application | Intermediate | 37 | 41 | 2 | 338 | 47% |
| social-media-platform | Beginner | 38 | 37 | 0 | 343 | 51% |
| project-management-tool | Intermediate | 25 | 50 | 1 | 339 | 33% |
| real-estate-website | Beginner | 22 | 26 | 10 | 359 | 46% |
| social-media-platform | Intermediate | 39 | 5 | 0 | 366 | 89% |
| restaurant-reservation-system | Beginner | 3 | 37 | 2 | 376 | 8% |
| fitness-tracking-app | Intermediate | 30 | 9 | 0 | 378 | 77% |
| url-shortener | Beginner | 1 | 37 | 11 | 369 | 3% |
| url-shortener | Intermediate | 6 | 30 | 0 | 381 | 17% |
| restaurant-reservation-system | Intermediate | 19 | 11 | 0 | 388 | 63% |
| fitness-tracking-app | Advanced | 28 | 0 | 1 | 385 | 100% |
| real-estate-website | Intermediate | 18 | 9 | 0 | 389 | 67% |
| social-media-platform | Advanced | 22 | 0 | 3 | 391 | 100% |
| project-management-tool | Advanced | 16 | 2 | 2 | 397 | 89% |
| online-learning-platform | Beginner | 2 | 11 | 26 | 379 | 15% |
| chat-application | Advanced | 10 | 1 | 1 | 406 | 91% |
| ai-support-agent-platform | Advanced | 10 | 0 | 2 | 400 | 100% |
| saas-application | Beginner | 0 | 8 | 0 | 410 | 0% |
| ai-support-agent-platform | Beginner | 2 | 3 | 14 | 393 | 40% |
| job-board | Intermediate | 2 | 3 | 0 | 413 | 40% |
| ai-revenue-ops-copilot | Beginner | 3 | 0 | 0 | 401 | 100% |
| restaurant-reservation-system | Advanced | 3 | 0 | 2 | 413 | 100% |
| url-shortener | Advanced | 3 | 0 | 0 | 412 | 100% |
| job-board | Beginner | 1 | 2 | 0 | 415 | 33% |
| ai-support-agent-platform | Intermediate | 0 | 2 | 4 | 410 | 0% |
| ecommerce-store | Intermediate | 0 | 2 | 75 | 341 | 0% |
| ai-revenue-ops-copilot | Intermediate | 0 | 0 | 5 | 404 | n/a |
| ai-revenue-ops-copilot | Advanced | 0 | 0 | 5 | 397 | n/a |
| blog-platform-cms | Advanced | 0 | 0 | 1 | 417 | n/a |
| blog-platform-cms | Beginner | 0 | 0 | 140 | 277 | n/a |
| blog-platform-cms | Intermediate | 0 | 0 | 57 | 361 | n/a |
| ecommerce-store | Beginner | 0 | 0 | 120 | 296 | n/a |
| ecommerce-store | Advanced | 0 | 0 | 1 | 417 | n/a |
| job-board | Advanced | 0 | 0 | 0 | 417 | n/a |
| multi-tenant-crm | Beginner | 0 | 0 | 36 | 375 | n/a |
| multi-tenant-crm | Advanced | 0 | 0 | 3 | 415 | n/a |
| multi-tenant-crm | Intermediate | 0 | 0 | 1 | 413 | n/a |
| online-learning-platform | Advanced | 0 | 0 | 3 | 415 | n/a |
| online-learning-platform | Intermediate | 0 | 0 | 15 | 403 | n/a |
| real-estate-website | Advanced | 0 | 0 | 2 | 414 | n/a |
| saas-application | Intermediate | 0 | 0 | 1 | 415 | n/a |
| saas-application | Advanced | 0 | 0 | 2 | 412 | n/a |
