| Metric | Value |
|---|---|
| Firebase wins | 2057 |
| Supabase wins | 2284 |
| Abstains (no tool) | 310 |
| Other tool chosen | 14255 |
| Decisive cases | 4341 |
| Firebase win rate (unweighted) | 47.4% |
| 95% CI | 45.9% - 48.9% |
| Firebase win rate (weighted) | 47.4% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Firebase | Supabase | None | Other | A rate |
|---|---|---|---|---|---|---|
| DeepSeek V3.2 | Mid | 21 | 559 | 48 | 327 | 4% |
| Devstral 2 2512 | Mid | 552 | 5 | 63 | 374 | 99% |
| Qwen3 Coder Next | Mid | 276 | 172 | 4 | 543 | 62% |
| MiniMax M2.7 | Frontier | 185 | 254 | 5 | 510 | 42% |
| Claude Sonnet 4.6 | Frontier | 31 | 374 | 0 | 591 | 8% |
| Gemini 2.5 Flash | Small | 258 | 45 | 81 | 573 | 85% |
| Claude Haiku 4.5 | Small | 142 | 123 | 32 | 688 | 54% |
| DeepSeek R1 0528 | Frontier | 168 | 50 | 7 | 769 | 77% |
| Mistral Small 4 | Mid | 100 | 102 | 0 | 781 | 50% |
| GPT 5.4 Mini | Mid | 31 | 168 | 7 | 789 | 16% |
| Claude Opus 4.6 | Frontier | 51 | 121 | 3 | 782 | 30% |
| MiMo V2 Pro | Frontier | 118 | 44 | 9 | 786 | 73% |
| GPT 5.3 Codex | Frontier | 4 | 133 | 2 | 857 | 3% |
| GPT 5.4 | Frontier | 26 | 69 | 4 | 858 | 27% |
| Llama 4 Scout | Small | 61 | 2 | 4 | 928 | 97% |
| Gemini 2.5 Pro | Frontier | 19 | 11 | 25 | 940 | 63% |
| DeepSeek V4 Flash | Mid | 3 | 11 | 0 | 23 | 21% |
| DeepSeek V4 Pro | Frontier | 2 | 10 | 2 | 25 | 17% |
| GLM 5 Turbo | Frontier | 0 | 10 | 1 | 946 | 0% |
| MiMo V2.5 Pro | Frontier | 6 | 3 | 0 | 29 | 67% |
| Kimi K2.5 | Frontier | 0 | 8 | 8 | 926 | 0% |
| Llama 4 Maverick | Frontier | 3 | 2 | 3 | 987 | 60% |
| Claude Opus 4.8 | Frontier | 0 | 5 | 0 | 34 | 0% |
| Kimi K2.7 Code | Frontier | 0 | 2 | 1 | 36 | 0% |
| GPT 5.5 | Frontier | 0 | 1 | 0 | 37 | 0% |
| Gemini 3.5 Flash | Small | 0 | 0 | 1 | 38 | n/a |
| GLM 5.2 | Frontier | 0 | 0 | 0 | 39 | n/a |
| MiniMax M3 | Frontier | 0 | 0 | 0 | 39 | n/a |
| Prompt | Tier | Firebase | Supabase | None | Other | A rate |
|---|---|---|---|---|---|---|
| fitness-tracking-app | Beginner | 257 | 62 | 0 | 119 | 81% |
| chat-application | Intermediate | 162 | 112 | 0 | 164 | 59% |
| project-management-tool | Intermediate | 95 | 159 | 1 | 179 | 37% |
| chat-application | Beginner | 176 | 55 | 3 | 203 | 76% |
| project-management-tool | Beginner | 94 | 131 | 1 | 211 | 42% |
| social-media-platform | Beginner | 143 | 78 | 0 | 217 | 65% |
| fitness-tracking-app | Intermediate | 110 | 59 | 1 | 268 | 65% |
| real-estate-website | Beginner | 53 | 115 | 2 | 268 | 32% |
| social-media-platform | Intermediate | 113 | 51 | 0 | 274 | 69% |
| job-board | Beginner | 15 | 121 | 1 | 297 | 11% |
| restaurant-reservation-system | Beginner | 60 | 74 | 4 | 300 | 45% |
| restaurant-reservation-system | Intermediate | 50 | 81 | 0 | 307 | 38% |
| real-estate-website | Intermediate | 45 | 70 | 0 | 323 | 39% |
| job-board | Intermediate | 36 | 62 | 0 | 340 | 37% |
| chat-application | Advanced | 59 | 33 | 2 | 344 | 64% |
| saas-application | Intermediate | 17 | 64 | 0 | 357 | 21% |
| project-management-tool | Advanced | 26 | 51 | 2 | 358 | 34% |
| restaurant-reservation-system | Advanced | 22 | 53 | 1 | 362 | 29% |
| fitness-tracking-app | Advanced | 36 | 38 | 1 | 360 | 49% |
| multi-tenant-crm | Beginner | 0 | 74 | 36 | 328 | 0% |
| multi-tenant-crm | Intermediate | 23 | 50 | 3 | 357 | 32% |
| online-learning-platform | Intermediate | 32 | 39 | 14 | 353 | 45% |
| real-estate-website | Advanced | 6 | 65 | 2 | 365 | 8% |
| fitness-tracking-app | Beginner | 57 | 11 | 0 | 27 | 84% |
| online-learning-platform | Beginner | 23 | 45 | 23 | 347 | 34% |
| chat-application | Beginner | 42 | 17 | 4 | 32 | 71% |
| ai-support-agent-platform | Advanced | 23 | 30 | 0 | 382 | 43% |
| ai-support-agent-platform | Intermediate | 13 | 34 | 3 | 387 | 28% |
| chat-application | Intermediate | 25 | 21 | 0 | 43 | 54% |
| saas-application | Beginner | 16 | 29 | 0 | 393 | 36% |
| social-media-platform | Advanced | 24 | 20 | 3 | 391 | 55% |
| social-media-platform | Beginner | 32 | 10 | 0 | 53 | 76% |
| job-board | Advanced | 22 | 13 | 0 | 402 | 63% |
| fitness-tracking-app | Intermediate | 13 | 20 | 0 | 62 | 39% |
| project-management-tool | Beginner | 11 | 22 | 1 | 61 | 33% |
| project-management-tool | Intermediate | 14 | 18 | 0 | 63 | 44% |
| ai-support-agent-platform | Beginner | 1 | 31 | 8 | 394 | 3% |
| real-estate-website | Beginner | 14 | 17 | 9 | 55 | 45% |
| restaurant-reservation-system | Beginner | 14 | 14 | 6 | 61 | 50% |
| social-media-platform | Intermediate | 18 | 7 | 1 | 67 | 72% |
| ecommerce-store | Beginner | 0 | 25 | 49 | 362 | 0% |
| job-board | Beginner | 11 | 13 | 4 | 67 | 46% |
| saas-application | Beginner | 7 | 12 | 1 | 75 | 37% |
| multi-tenant-crm | Beginner | 1 | 17 | 14 | 60 | 6% |
| multi-tenant-crm | Advanced | 0 | 18 | 1 | 419 | 0% |
| online-learning-platform | Beginner | 10 | 7 | 5 | 73 | 59% |
| real-estate-website | Intermediate | 3 | 13 | 1 | 78 | 19% |
| project-management-tool | Advanced | 2 | 13 | 3 | 76 | 13% |
| restaurant-reservation-system | Intermediate | 9 | 5 | 0 | 81 | 64% |
| saas-application | Advanced | 0 | 13 | 0 | 423 | 0% |
| online-learning-platform | Advanced | 7 | 5 | 1 | 425 | 58% |
| multi-tenant-crm | Advanced | 0 | 11 | 1 | 83 | 0% |
| saas-application | Intermediate | 0 | 11 | 0 | 84 | 0% |
| online-learning-platform | Intermediate | 6 | 4 | 5 | 80 | 60% |
| ecommerce-store | Intermediate | 1 | 9 | 24 | 403 | 10% |
| job-board | Intermediate | 4 | 4 | 8 | 79 | 50% |
| chat-application | Advanced | 3 | 5 | 10 | 75 | 38% |
| multi-tenant-crm | Intermediate | 0 | 8 | 3 | 83 | 0% |
| ecommerce-store | Beginner | 0 | 6 | 21 | 67 | 0% |
| fitness-tracking-app | Advanced | 0 | 6 | 0 | 89 | 0% |
| restaurant-reservation-system | Advanced | 0 | 5 | 2 | 88 | 0% |
| real-estate-website | Advanced | 0 | 4 | 0 | 91 | 0% |
| saas-application | Advanced | 0 | 4 | 10 | 81 | 0% |
| job-board | Advanced | 1 | 2 | 0 | 92 | 33% |
| social-media-platform | Advanced | 0 | 3 | 0 | 92 | 0% |
| online-learning-platform | Advanced | 0 | 2 | 1 | 92 | 0% |
| ecommerce-store | Intermediate | 0 | 1 | 5 | 89 | 0% |
| ecommerce-store | Advanced | 0 | 1 | 0 | 437 | 0% |
| full-stack-web-app | Beginner | 0 | 1 | 5 | 9 | 0% |
| ecommerce-store | Advanced | 0 | 0 | 2 | 93 | n/a |
| full-stack-web-app | Advanced | 0 | 0 | 1 | 16 | n/a |
| full-stack-web-app | Intermediate | 0 | 0 | 1 | 19 | n/a |
