| Metric | Value |
|---|---|
| Firebase wins | 2034 |
| Supabase wins | 2367 |
| Abstains (no tool) | 236 |
| Other tool chosen | 15019 |
| Decisive cases | 4401 |
| Firebase win rate (unweighted) | 46.2% |
| 95% CI | 44.7% - 47.7% |
| Firebase win rate (weighted) | 46.2% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Firebase | Supabase | None | Other | A rate |
|---|---|---|---|---|---|---|
| Devstral 2 2512 | Mid | 557 | 4 | 40 | 346 | 99% |
| Qwen3 Coder Next | Mid | 283 | 194 | 1 | 551 | 59% |
| DeepSeek V3.2 | Mid | 16 | 438 | 37 | 264 | 4% |
| Claude Sonnet 4.6 | Frontier | 31 | 415 | 0 | 582 | 7% |
| MiniMax M2.7 | Frontier | 144 | 197 | 3 | 411 | 42% |
| Claude Haiku 4.5 | Small | 162 | 147 | 0 | 709 | 52% |
| Gemini 2.5 Flash | Small | 229 | 35 | 53 | 439 | 87% |
| GPT 5.4 Mini | Mid | 36 | 186 | 10 | 794 | 16% |
| DeepSeek R1 0528 | Frontier | 163 | 57 | 14 | 794 | 74% |
| Mistral Small 4 | Mid | 105 | 115 | 0 | 798 | 48% |
| Claude Opus 4.6 | Frontier | 23 | 115 | 0 | 618 | 17% |
| GPT 5.3 Codex | Frontier | 8 | 123 | 6 | 891 | 6% |
| MiMo V2 Pro | Frontier | 93 | 36 | 7 | 620 | 72% |
| DeepSeek V4 Flash | Mid | 15 | 73 | 4 | 173 | 17% |
| Llama 4 Scout | Small | 78 | 2 | 5 | 936 | 98% |
| DeepSeek V4 Pro | Frontier | 21 | 40 | 6 | 206 | 34% |
| GPT 5.4 | Frontier | 20 | 38 | 2 | 696 | 34% |
| MiMo V2.5 Pro | Frontier | 25 | 29 | 7 | 208 | 46% |
| Claude Opus 4.8 | Frontier | 0 | 38 | 0 | 233 | 0% |
| Gemini 2.5 Pro | Frontier | 19 | 11 | 27 | 970 | 63% |
| Gemini 3.5 Flash | Small | 0 | 17 | 4 | 250 | 0% |
| GPT 5.5 | Frontier | 0 | 16 | 0 | 252 | 0% |
| Kimi K2.7 Code | Frontier | 0 | 11 | 1 | 259 | 0% |
| GLM 5 Turbo | Frontier | 0 | 9 | 1 | 746 | 0% |
| Llama 4 Maverick | Frontier | 6 | 2 | 3 | 1010 | 75% |
| Kimi K2.5 | Frontier | 0 | 7 | 5 | 730 | 0% |
| MiniMax M3 | Frontier | 0 | 7 | 0 | 265 | 0% |
| GLM 5.2 | Frontier | 0 | 5 | 0 | 268 | 0% |
| Prompt | Tier | Firebase | Supabase | None | Other | A rate |
|---|---|---|---|---|---|---|
| fitness-tracking-app | Beginner | 299 | 86 | 0 | 152 | 78% |
| chat-application | Intermediate | 194 | 142 | 0 | 201 | 58% |
| project-management-tool | Intermediate | 108 | 202 | 0 | 224 | 35% |
| project-management-tool | Beginner | 113 | 163 | 1 | 258 | 41% |
| chat-application | Beginner | 213 | 59 | 3 | 261 | 78% |
| social-media-platform | Beginner | 168 | 93 | 0 | 276 | 64% |
| fitness-tracking-app | Intermediate | 122 | 70 | 1 | 344 | 64% |
| real-estate-website | Beginner | 53 | 134 | 2 | 348 | 28% |
| social-media-platform | Intermediate | 128 | 58 | 0 | 351 | 69% |
| restaurant-reservation-system | Beginner | 64 | 98 | 4 | 371 | 40% |
| job-board | Beginner | 15 | 139 | 1 | 378 | 10% |
| restaurant-reservation-system | Intermediate | 55 | 96 | 0 | 386 | 36% |
| real-estate-website | Intermediate | 51 | 79 | 0 | 407 | 39% |
| chat-application | Advanced | 75 | 38 | 2 | 422 | 66% |
| job-board | Intermediate | 39 | 71 | 0 | 426 | 35% |
| saas-application | Intermediate | 17 | 76 | 0 | 444 | 18% |
| project-management-tool | Advanced | 31 | 60 | 2 | 443 | 34% |
| multi-tenant-crm | Beginner | 0 | 87 | 40 | 410 | 0% |
| restaurant-reservation-system | Advanced | 25 | 60 | 1 | 451 | 29% |
| multi-tenant-crm | Intermediate | 26 | 58 | 2 | 447 | 31% |
| online-learning-platform | Intermediate | 41 | 42 | 13 | 441 | 49% |
| real-estate-website | Advanced | 7 | 76 | 2 | 452 | 8% |
| fitness-tracking-app | Advanced | 39 | 39 | 2 | 454 | 50% |
| online-learning-platform | Beginner | 27 | 49 | 29 | 432 | 36% |
| ai-support-agent-platform | Advanced | 26 | 45 | 0 | 462 | 37% |
| ai-support-agent-platform | Intermediate | 16 | 48 | 3 | 469 | 25% |
| saas-application | Beginner | 19 | 31 | 0 | 487 | 38% |
| social-media-platform | Advanced | 28 | 20 | 3 | 486 | 58% |
| ai-support-agent-platform | Beginner | 1 | 40 | 9 | 482 | 2% |
| ecommerce-store | Beginner | 0 | 41 | 52 | 442 | 0% |
| job-board | Advanced | 25 | 13 | 0 | 498 | 66% |
| multi-tenant-crm | Advanced | 0 | 17 | 2 | 518 | 0% |
| online-learning-platform | Advanced | 8 | 7 | 1 | 521 | 53% |
| saas-application | Advanced | 0 | 13 | 0 | 522 | 0% |
| ecommerce-store | Intermediate | 1 | 9 | 24 | 501 | 10% |
| full-stack-web-app | Beginner | 0 | 7 | 30 | 73 | 0% |
| ecommerce-store | Advanced | 0 | 1 | 0 | 536 | 0% |
| full-stack-web-app | Advanced | 0 | 0 | 3 | 119 | n/a |
| full-stack-web-app | Intermediate | 0 | 0 | 4 | 124 | n/a |
