| Metric | Value |
|---|---|
| Firebase wins | 707 |
| Supabase wins | 1209 |
| Abstains (no tool) | 172 |
| Other tool chosen | 9137 |
| Decisive cases | 1916 |
| Firebase win rate (unweighted) | 36.9% |
| 95% CI | 34.8% - 39.1% |
| Firebase win rate (weighted) | 36.9% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Firebase | Supabase | None | Other | A rate |
|---|---|---|---|---|---|---|
| Qwen3 Coder Next | Mid | 121 | 104 | 3 | 359 | 54% |
| Claude Sonnet 4.6 | Frontier | 7 | 194 | 0 | 387 | 3% |
| Devstral 2 2512 | Mid | 170 | 6 | 24 | 364 | 97% |
| DeepSeek V3.2 | Mid | 1 | 174 | 24 | 260 | 1% |
| DeepSeek R1 0528 | Frontier | 106 | 41 | 5 | 435 | 72% |
| MiniMax M2.7 | Frontier | 32 | 90 | 2 | 338 | 26% |
| GPT 5.3 Codex | Frontier | 7 | 112 | 2 | 467 | 6% |
| GPT 5.4 Mini | Mid | 17 | 100 | 6 | 461 | 15% |
| Mistral Small 4 | Mid | 63 | 36 | 0 | 462 | 64% |
| MiMo V2 Pro | Frontier | 66 | 27 | 1 | 367 | 71% |
| Claude Opus 4.6 | Frontier | 0 | 56 | 0 | 405 | 0% |
| Llama 4 Scout | Small | 46 | 1 | 15 | 525 | 98% |
| DeepSeek V4 Pro | Frontier | 8 | 35 | 1 | 80 | 19% |
| DeepSeek V4 Flash | Mid | 5 | 37 | 4 | 80 | 12% |
| GPT 5.4 | Frontier | 9 | 31 | 6 | 415 | 23% |
| Gemini 2.5 Pro | Frontier | 0 | 32 | 24 | 532 | 0% |
| Gemini 2.5 Flash | Small | 27 | 2 | 24 | 409 | 93% |
| MiMo V2.5 Pro | Frontier | 11 | 14 | 1 | 100 | 44% |
| MiniMax M3 | Frontier | 0 | 21 | 0 | 105 | 0% |
| Claude Haiku 4.5 | Small | 11 | 9 | 0 | 563 | 55% |
| Claude Opus 4.8 | Frontier | 0 | 17 | 0 | 109 | 0% |
| GPT 5.5 | Frontier | 0 | 16 | 0 | 110 | 0% |
| Kimi K2.5 | Frontier | 0 | 15 | 10 | 435 | 0% |
| GLM 5 Turbo | Frontier | 0 | 14 | 16 | 432 | 0% |
| Gemini 3.5 Flash | Small | 0 | 9 | 0 | 117 | 0% |
| Kimi K2.7 Code | Frontier | 0 | 9 | 2 | 115 | 0% |
| GLM 5.2 | Frontier | 0 | 7 | 0 | 119 | 0% |
| Llama 4 Maverick | Frontier | 0 | 0 | 2 | 586 | n/a |
| Prompt | Tier | Firebase | Supabase | None | Other | A rate |
|---|---|---|---|---|---|---|
| project-management-tool | Intermediate | 94 | 197 | 1 | 241 | 32% |
| project-management-tool | Beginner | 88 | 194 | 2 | 250 | 31% |
| chat-application | Intermediate | 128 | 124 | 4 | 281 | 51% |
| chat-application | Beginner | 153 | 76 | 16 | 290 | 67% |
| job-board | Beginner | 4 | 140 | 0 | 393 | 3% |
| social-media-platform | Beginner | 82 | 56 | 1 | 398 | 59% |
| real-estate-website | Intermediate | 37 | 61 | 0 | 439 | 38% |
| real-estate-website | Beginner | 18 | 76 | 3 | 438 | 19% |
| job-board | Intermediate | 12 | 77 | 0 | 448 | 13% |
| social-media-platform | Intermediate | 47 | 41 | 1 | 448 | 53% |
| project-management-tool | Advanced | 13 | 28 | 3 | 490 | 32% |
| chat-application | Advanced | 18 | 13 | 5 | 497 | 58% |
| online-learning-platform | Beginner | 6 | 25 | 27 | 475 | 19% |
| online-learning-platform | Intermediate | 4 | 26 | 1 | 506 | 13% |
| real-estate-website | Advanced | 0 | 29 | 2 | 504 | 0% |
| ecommerce-store | Beginner | 0 | 23 | 79 | 431 | 0% |
| social-media-platform | Advanced | 1 | 10 | 4 | 519 | 9% |
| job-board | Advanced | 1 | 9 | 1 | 521 | 10% |
| ecommerce-store | Intermediate | 1 | 4 | 17 | 511 | 20% |
| ecommerce-store | Advanced | 0 | 0 | 1 | 535 | n/a |
| online-learning-platform | Advanced | 0 | 0 | 4 | 522 | n/a |
