| Metric | Value |
|---|---|
| Firebase wins | 711 |
| Supabase wins | 1132 |
| Abstains (no tool) | 188 |
| Other tool chosen | 9111 |
| Decisive cases | 1843 |
| Firebase win rate (unweighted) | 38.6% |
| 95% CI | 36.4% - 40.8% |
| Firebase win rate (weighted) | 38.6% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Firebase | Supabase | None | Other | A rate |
|---|---|---|---|---|---|---|
| Qwen3 Coder Next | Mid | 124 | 98 | 4 | 360 | 56% |
| DeepSeek V3.2 | Mid | 1 | 206 | 26 | 331 | 0% |
| Devstral 2 2512 | Mid | 177 | 6 | 28 | 374 | 97% |
| Claude Sonnet 4.6 | Frontier | 6 | 177 | 0 | 405 | 3% |
| MiniMax M2.7 | Frontier | 38 | 104 | 2 | 422 | 27% |
| DeepSeek R1 0528 | Frontier | 106 | 34 | 4 | 442 | 76% |
| GPT 5.3 Codex | Frontier | 4 | 125 | 2 | 457 | 3% |
| GPT 5.4 Mini | Mid | 17 | 94 | 5 | 467 | 15% |
| MiMo V2 Pro | Frontier | 79 | 31 | 3 | 453 | 72% |
| Mistral Small 4 | Mid | 63 | 37 | 0 | 463 | 63% |
| GPT 5.4 | Frontier | 13 | 53 | 9 | 491 | 20% |
| Claude Opus 4.6 | Frontier | 0 | 56 | 0 | 510 | 0% |
| Llama 4 Scout | Small | 40 | 1 | 17 | 529 | 98% |
| Gemini 2.5 Pro | Frontier | 0 | 38 | 21 | 529 | 0% |
| Gemini 2.5 Flash | Small | 32 | 2 | 36 | 497 | 94% |
| Kimi K2.5 | Frontier | 0 | 21 | 11 | 533 | 0% |
| GLM 5 Turbo | Frontier | 0 | 15 | 16 | 536 | 0% |
| Claude Haiku 4.5 | Small | 7 | 7 | 0 | 570 | 50% |
| DeepSeek V4 Pro | Frontier | 0 | 9 | 1 | 11 | 0% |
| DeepSeek V4 Flash | Mid | 1 | 5 | 0 | 15 | 17% |
| MiMo V2.5 Pro | Frontier | 3 | 1 | 0 | 17 | 75% |
| MiniMax M3 | Frontier | 0 | 4 | 0 | 17 | 0% |
| Claude Opus 4.8 | Frontier | 0 | 3 | 0 | 18 | 0% |
| GPT 5.5 | Frontier | 0 | 3 | 0 | 18 | 0% |
| GLM 5.2 | Frontier | 0 | 1 | 0 | 20 | 0% |
| Kimi K2.7 Code | Frontier | 0 | 1 | 1 | 19 | 0% |
| Gemini 3.5 Flash | Small | 0 | 0 | 0 | 21 | n/a |
| Llama 4 Maverick | Frontier | 0 | 0 | 2 | 586 | n/a |
| Prompt | Tier | Firebase | Supabase | None | Other | A rate |
|---|---|---|---|---|---|---|
| project-management-tool | Intermediate | 81 | 157 | 1 | 195 | 34% |
| project-management-tool | Beginner | 72 | 149 | 2 | 213 | 33% |
| chat-application | Intermediate | 109 | 93 | 4 | 232 | 54% |
| chat-application | Beginner | 124 | 58 | 15 | 239 | 68% |
| job-board | Beginner | 3 | 111 | 0 | 324 | 3% |
| social-media-platform | Beginner | 66 | 46 | 1 | 325 | 59% |
| real-estate-website | Intermediate | 31 | 53 | 0 | 354 | 37% |
| real-estate-website | Beginner | 17 | 66 | 3 | 351 | 20% |
| social-media-platform | Intermediate | 38 | 36 | 0 | 364 | 51% |
| job-board | Intermediate | 11 | 59 | 0 | 368 | 16% |
| chat-application | Beginner | 34 | 16 | 0 | 45 | 68% |
| chat-application | Intermediate | 22 | 17 | 0 | 56 | 56% |
| project-management-tool | Intermediate | 15 | 20 | 1 | 59 | 43% |
| project-management-tool | Beginner | 11 | 24 | 1 | 59 | 31% |
| project-management-tool | Advanced | 12 | 20 | 3 | 400 | 38% |
| social-media-platform | Beginner | 18 | 11 | 0 | 66 | 62% |
| job-board | Beginner | 8 | 20 | 0 | 67 | 29% |
| online-learning-platform | Beginner | 5 | 22 | 20 | 387 | 19% |
| online-learning-platform | Intermediate | 4 | 20 | 1 | 413 | 17% |
| real-estate-website | Advanced | 0 | 23 | 2 | 411 | 0% |
| chat-application | Advanced | 11 | 9 | 4 | 410 | 55% |
| real-estate-website | Beginner | 5 | 14 | 6 | 70 | 26% |
| social-media-platform | Intermediate | 7 | 8 | 0 | 80 | 47% |
| ecommerce-store | Beginner | 0 | 14 | 73 | 348 | 0% |
| online-learning-platform | Beginner | 1 | 11 | 4 | 78 | 8% |
| job-board | Advanced | 1 | 9 | 0 | 426 | 10% |
| real-estate-website | Intermediate | 0 | 10 | 1 | 84 | 0% |
| job-board | Intermediate | 1 | 8 | 0 | 86 | 11% |
| social-media-platform | Advanced | 0 | 8 | 3 | 424 | 0% |
| project-management-tool | Advanced | 0 | 7 | 0 | 87 | 0% |
| ecommerce-store | Intermediate | 1 | 4 | 14 | 416 | 20% |
| ecommerce-store | Beginner | 0 | 5 | 22 | 67 | 0% |
| chat-application | Advanced | 2 | 1 | 1 | 91 | 67% |
| online-learning-platform | Intermediate | 1 | 2 | 0 | 92 | 33% |
| social-media-platform | Advanced | 0 | 1 | 0 | 94 | 0% |
| ecommerce-store | Intermediate | 0 | 0 | 0 | 95 | n/a |
| ecommerce-store | Advanced | 0 | 0 | 1 | 92 | n/a |
| ecommerce-store | Advanced | 0 | 0 | 1 | 436 | n/a |
| job-board | Advanced | 0 | 0 | 0 | 95 | n/a |
| online-learning-platform | Advanced | 0 | 0 | 0 | 93 | n/a |
| online-learning-platform | Advanced | 0 | 0 | 4 | 425 | n/a |
| real-estate-website | Advanced | 0 | 0 | 0 | 94 | n/a |
