| Metric | Value |
|---|---|
| Firestore wins | 260 |
| Firebase wins | 289 |
| Abstains (no tool) | 294 |
| Other tool chosen | 8510 |
| Decisive cases | 549 |
| Firestore win rate (unweighted) | 47.4% |
| 95% CI | 43.2% - 51.5% |
| Firestore win rate (weighted) | 47.4% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Firestore | Firebase | None | Other | A rate |
|---|---|---|---|---|---|---|
| Devstral 2 2512 | Mid | 91 | 70 | 68 | 264 | 57% |
| Llama 4 Scout | Small | 10 | 60 | 3 | 419 | 14% |
| DeepSeek R1 0528 | Frontier | 28 | 36 | 18 | 412 | 44% |
| Qwen3 Coder Next | Mid | 14 | 43 | 9 | 427 | 25% |
| MiMo V2 Pro | Frontier | 37 | 11 | 9 | 437 | 77% |
| Gemini 2.5 Flash | Small | 15 | 25 | 32 | 423 | 38% |
| Mistral Small 4 | Mid | 23 | 2 | 1 | 459 | 92% |
| MiniMax M2.7 | Frontier | 13 | 12 | 12 | 454 | 52% |
| Claude Haiku 4.5 | Small | 9 | 5 | 0 | 478 | 64% |
| Llama 4 Maverick | Frontier | 0 | 12 | 39 | 438 | 0% |
| GPT 5.4 Mini | Mid | 4 | 4 | 3 | 480 | 50% |
| Claude Opus 4.6 | Frontier | 6 | 0 | 13 | 474 | 100% |
| Claude Sonnet 4.6 | Frontier | 4 | 2 | 0 | 489 | 67% |
| Gemini 2.5 Pro | Frontier | 2 | 4 | 18 | 471 | 33% |
| GPT 5.4 | Frontier | 3 | 0 | 5 | 486 | 100% |
| DeepSeek V3.2 | Mid | 0 | 3 | 34 | 458 | 0% |
| GPT 5.3 Codex | Frontier | 1 | 0 | 3 | 491 | 100% |
| GLM 5 Turbo | Frontier | 0 | 0 | 17 | 478 | n/a |
| Kimi K2.5 | Frontier | 0 | 0 | 10 | 472 | n/a |
| Prompt | Tier | Firestore | Firebase | None | Other | A rate |
|---|---|---|---|---|---|---|
| fitness-tracking-app | Beginner | 49 | 64 | 0 | 96 | 43% |
| chat-application | Beginner | 22 | 42 | 8 | 135 | 34% |
| project-management-tool | Beginner | 17 | 25 | 0 | 167 | 40% |
| chat-application | Intermediate | 17 | 23 | 2 | 167 | 43% |
| project-management-tool | Intermediate | 13 | 24 | 1 | 171 | 35% |
| social-media-platform | Beginner | 20 | 15 | 0 | 174 | 57% |
| real-estate-website | Beginner | 11 | 14 | 8 | 176 | 44% |
| social-media-platform | Intermediate | 21 | 2 | 0 | 180 | 91% |
| restaurant-reservation-system | Beginner | 2 | 21 | 0 | 186 | 9% |
| fitness-tracking-app | Intermediate | 13 | 6 | 0 | 190 | 68% |
| url-shortener | Intermediate | 4 | 15 | 0 | 188 | 21% |
| url-shortener | Beginner | 1 | 16 | 5 | 187 | 6% |
| fitness-tracking-app | Advanced | 15 | 0 | 0 | 193 | 100% |
| restaurant-reservation-system | Intermediate | 11 | 4 | 0 | 194 | 73% |
| real-estate-website | Intermediate | 9 | 5 | 0 | 195 | 64% |
| social-media-platform | Advanced | 11 | 0 | 2 | 196 | 100% |
| project-management-tool | Advanced | 8 | 2 | 1 | 197 | 80% |
| online-learning-platform | Beginner | 2 | 6 | 15 | 186 | 25% |
| ai-support-agent-platform | Advanced | 5 | 0 | 2 | 200 | 100% |
| chat-application | Advanced | 4 | 1 | 1 | 203 | 80% |
| ai-revenue-ops-copilot | Beginner | 2 | 0 | 0 | 199 | 100% |
| restaurant-reservation-system | Advanced | 2 | 0 | 0 | 207 | 100% |
| job-board | Intermediate | 1 | 1 | 0 | 207 | 50% |
| ai-support-agent-platform | Beginner | 0 | 1 | 6 | 199 | 0% |
| ecommerce-store | Intermediate | 0 | 1 | 38 | 170 | 0% |
| job-board | Beginner | 0 | 1 | 0 | 207 | 0% |
| ai-revenue-ops-copilot | Intermediate | 0 | 0 | 2 | 203 | n/a |
| ai-revenue-ops-copilot | Advanced | 0 | 0 | 4 | 197 | n/a |
| ai-support-agent-platform | Intermediate | 0 | 0 | 4 | 205 | n/a |
| blog-platform-cms | Advanced | 0 | 0 | 0 | 209 | n/a |
| blog-platform-cms | Beginner | 0 | 0 | 75 | 134 | n/a |
| blog-platform-cms | Intermediate | 0 | 0 | 28 | 181 | n/a |
| ecommerce-store | Beginner | 0 | 0 | 60 | 146 | n/a |
| ecommerce-store | Advanced | 0 | 0 | 0 | 209 | n/a |
| job-board | Advanced | 0 | 0 | 0 | 209 | n/a |
| multi-tenant-crm | Beginner | 0 | 0 | 19 | 185 | n/a |
| multi-tenant-crm | Advanced | 0 | 0 | 1 | 208 | n/a |
| multi-tenant-crm | Intermediate | 0 | 0 | 0 | 206 | n/a |
| online-learning-platform | Advanced | 0 | 0 | 1 | 208 | n/a |
| online-learning-platform | Intermediate | 0 | 0 | 10 | 199 | n/a |
| real-estate-website | Advanced | 0 | 0 | 0 | 209 | n/a |
| saas-application | Beginner | 0 | 0 | 0 | 209 | n/a |
| saas-application | Intermediate | 0 | 0 | 0 | 208 | n/a |
| saas-application | Advanced | 0 | 0 | 1 | 207 | n/a |
| url-shortener | Advanced | 0 | 0 | 0 | 208 | n/a |
