| Metric | Value |
|---|---|
| Firebase wins | 232 |
| PlanetScale wins | 78 |
| Abstains (no tool) | 238 |
| Other tool chosen | 7105 |
| Decisive cases | 310 |
| Firebase win rate (unweighted) | 74.8% |
| 95% CI | 69.7% - 79.3% |
| Firebase win rate (weighted) | 74.8% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Firebase | PlanetScale | None | Other | A rate |
|---|---|---|---|---|---|---|
| Devstral 2 2512 | Mid | 57 | 0 | 54 | 292 | 100% |
| Llama 4 Scout | Small | 48 | 0 | 2 | 352 | 100% |
| Qwen3 Coder Next | Mid | 37 | 2 | 8 | 356 | 95% |
| DeepSeek R1 0528 | Frontier | 28 | 4 | 15 | 357 | 88% |
| Gemini 2.5 Flash | Small | 20 | 6 | 27 | 352 | 77% |
| Gemini 2.5 Pro | Frontier | 3 | 17 | 14 | 371 | 15% |
| Kimi K2.5 | Frontier | 0 | 18 | 8 | 367 | 0% |
| MiniMax M2.7 | Frontier | 10 | 4 | 10 | 380 | 71% |
| Claude Sonnet 4.6 | Frontier | 1 | 13 | 0 | 391 | 7% |
| MiMo V2 Pro | Frontier | 8 | 5 | 7 | 384 | 62% |
| Llama 4 Maverick | Frontier | 10 | 0 | 30 | 361 | 100% |
| DeepSeek V3.2 | Mid | 2 | 4 | 28 | 371 | 33% |
| Claude Haiku 4.5 | Small | 4 | 0 | 0 | 399 | 100% |
| GLM 5 Turbo | Frontier | 0 | 4 | 14 | 387 | 0% |
| GPT 5.4 Mini | Mid | 2 | 0 | 2 | 398 | 100% |
| Mistral Small 4 | Mid | 2 | 0 | 1 | 393 | 100% |
| Claude Opus 4.6 | Frontier | 0 | 1 | 12 | 391 | 0% |
| GPT 5.3 Codex | Frontier | 0 | 0 | 2 | 403 | n/a |
| GPT 5.4 | Frontier | 0 | 0 | 4 | 400 | n/a |
| Prompt | Tier | Firebase | PlanetScale | None | Other | A rate |
|---|---|---|---|---|---|---|
| fitness-tracking-app | Beginner | 52 | 0 | 0 | 119 | 100% |
| chat-application | Beginner | 35 | 1 | 4 | 129 | 97% |
| url-shortener | Beginner | 14 | 19 | 4 | 134 | 42% |
| project-management-tool | Beginner | 21 | 0 | 0 | 150 | 100% |
| url-shortener | Intermediate | 15 | 6 | 0 | 148 | 71% |
| project-management-tool | Intermediate | 20 | 0 | 1 | 150 | 100% |
| chat-application | Intermediate | 18 | 1 | 2 | 150 | 95% |
| restaurant-reservation-system | Beginner | 16 | 1 | 0 | 154 | 94% |
| real-estate-website | Beginner | 12 | 1 | 6 | 152 | 92% |
| url-shortener | Advanced | 0 | 12 | 0 | 158 | 0% |
| social-media-platform | Beginner | 9 | 1 | 0 | 161 | 90% |
| blog-platform-cms | Beginner | 0 | 7 | 64 | 100 | 0% |
| online-learning-platform | Beginner | 4 | 2 | 11 | 154 | 67% |
| social-media-platform | Advanced | 0 | 5 | 1 | 165 | 0% |
| real-estate-website | Intermediate | 4 | 0 | 0 | 167 | 100% |
| fitness-tracking-app | Intermediate | 3 | 0 | 0 | 168 | 100% |
| restaurant-reservation-system | Intermediate | 3 | 0 | 0 | 168 | 100% |
| job-board | Beginner | 1 | 2 | 0 | 167 | 33% |
| social-media-platform | Intermediate | 1 | 2 | 0 | 164 | 33% |
| online-learning-platform | Advanced | 0 | 3 | 0 | 168 | 0% |
| saas-application | Advanced | 0 | 3 | 1 | 166 | 0% |
| project-management-tool | Advanced | 2 | 0 | 1 | 167 | 100% |
| chat-application | Advanced | 1 | 1 | 1 | 168 | 50% |
| ecommerce-store | Intermediate | 1 | 1 | 31 | 138 | 50% |
| blog-platform-cms | Intermediate | 0 | 2 | 23 | 146 | 0% |
| real-estate-website | Advanced | 0 | 2 | 0 | 169 | 0% |
| saas-application | Beginner | 0 | 2 | 0 | 169 | 0% |
| saas-application | Intermediate | 0 | 2 | 0 | 169 | 0% |
| ecommerce-store | Beginner | 0 | 1 | 49 | 119 | 0% |
| ecommerce-store | Advanced | 0 | 1 | 0 | 170 | 0% |
| ai-revenue-ops-copilot | Intermediate | 0 | 0 | 1 | 166 | n/a |
| ai-revenue-ops-copilot | Beginner | 0 | 0 | 0 | 165 | n/a |
| ai-revenue-ops-copilot | Advanced | 0 | 0 | 3 | 161 | n/a |
| ai-support-agent-platform | Intermediate | 0 | 0 | 2 | 169 | n/a |
| ai-support-agent-platform | Beginner | 0 | 0 | 5 | 165 | n/a |
| ai-support-agent-platform | Advanced | 0 | 0 | 2 | 168 | n/a |
| blog-platform-cms | Advanced | 0 | 0 | 0 | 171 | n/a |
| fitness-tracking-app | Advanced | 0 | 0 | 0 | 170 | n/a |
| job-board | Intermediate | 0 | 0 | 0 | 171 | n/a |
| job-board | Advanced | 0 | 0 | 0 | 171 | n/a |
| multi-tenant-crm | Advanced | 0 | 0 | 1 | 170 | n/a |
| multi-tenant-crm | Intermediate | 0 | 0 | 0 | 168 | n/a |
| multi-tenant-crm | Beginner | 0 | 0 | 16 | 150 | n/a |
| online-learning-platform | Intermediate | 0 | 0 | 9 | 162 | n/a |
| restaurant-reservation-system | Advanced | 0 | 0 | 0 | 171 | n/a |
