| Metric | Value |
|---|---|
| Firebase wins | 2672 |
| Supabase wins | 3088 |
| Abstains (no tool) | 469 |
| Other tool chosen | 20174 |
| Decisive cases | 5760 |
| Firebase win rate (unweighted) | 46.4% |
| 95% CI | 45.1% - 47.7% |
| Firebase win rate (weighted) | 46.4% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model range | Tier | Firebase | Supabase | None | Other | A rate |
|---|---|---|---|---|---|---|
| DeepSeek Flash 3.2–4.1 | Mid | 41 | 694 | 63 | 575 | 6% |
| DeepSeek Pro 4–4 0813 | Frontier | 21 | 46 | 8 | 237 | 31% |
| DeepSeek R1 | Frontier | 234 | 66 | 17 | 1066 | 78% |
| Devstral | Mid | 697 | 6 | 92 | 505 | 99% |
| Gemini Flash 2.5–3.8 | Small | 273 | 66 | 105 | 938 | 81% |
| Gemini Pro 2.5–3.1 Preview | Frontier | 27 | 19 | 34 | 1302 | 59% |
| GLM 5 Turbo–5.3 | Frontier | 0 | 28 | 2 | 1355 | 0% |
| GPT 5.4–6 Astra | Frontier | 26 | 115 | 6 | 1232 | 18% |
| GPT Coding 5.3 Codex–6.1 Sol | Frontier | 11 | 196 | 7 | 1169 | 5% |
| GPT Mini 5.4 Mini–6 Luna | Mid | 45 | 224 | 18 | 1093 | 17% |
| Haiku | Small | 192 | 169 | 60 | 940 | 53% |
| Kimi 2.5–3 | Frontier | 1 | 25 | 10 | 1331 | 4% |
| Llama Maverick | Frontier | 6 | 2 | 4 | 1363 | 75% |
| Llama Scout | Small | 93 | 4 | 10 | 1267 | 96% |
| MiMo Pro 2–2.6 | Frontier | 154 | 80 | 17 | 1124 | 66% |
| MiniMax M 2.7–3 | Frontier | 209 | 290 | 7 | 874 | 42% |
| Mistral Small | Mid | 146 | 154 | 0 | 1064 | 49% |
| Opus 4.6–5.5 | Frontier | 69 | 176 | 3 | 1134 | 28% |
| Qwen Coder | Mid | 386 | 244 | 5 | 748 | 61% |
| Sonnet 4.6–5.5 | Frontier | 41 | 484 | 1 | 857 | 8% |
| Prompt | Tier | Firebase | Supabase | None | Other | A rate |
|---|---|---|---|---|---|---|
| fitness-tracking-app | Beginner | 318 | 94 | 0 | 164 | 77% |
| chat-application | Intermediate | 205 | 155 | 0 | 216 | 57% |
| project-management-tool | Intermediate | 116 | 218 | 1 | 237 | 35% |
| project-management-tool | Beginner | 116 | 179 | 1 | 278 | 39% |
| chat-application | Beginner | 226 | 66 | 3 | 280 | 77% |
| social-media-platform | Beginner | 178 | 103 | 0 | 295 | 63% |
| real-estate-website | Beginner | 58 | 148 | 2 | 368 | 28% |
| fitness-tracking-app | Intermediate | 131 | 72 | 1 | 372 | 65% |
| social-media-platform | Intermediate | 135 | 65 | 0 | 376 | 68% |
| restaurant-reservation-system | Beginner | 68 | 106 | 4 | 398 | 39% |
| job-board | Beginner | 17 | 149 | 1 | 405 | 10% |
| restaurant-reservation-system | Intermediate | 57 | 105 | 0 | 414 | 35% |
| real-estate-website | Intermediate | 53 | 85 | 0 | 438 | 38% |
| fitness-tracking-app | Beginner | 100 | 22 | 1 | 45 | 82% |
| job-board | Intermediate | 42 | 78 | 0 | 455 | 35% |
| chat-application | Advanced | 78 | 40 | 2 | 456 | 66% |
| chat-application | Beginner | 76 | 30 | 8 | 53 | 72% |
| saas-application | Intermediate | 19 | 80 | 0 | 477 | 19% |
| project-management-tool | Advanced | 33 | 63 | 2 | 477 | 34% |
| multi-tenant-crm | Beginner | 0 | 95 | 41 | 440 | 0% |
| online-learning-platform | Intermediate | 44 | 47 | 14 | 471 | 48% |
| multi-tenant-crm | Intermediate | 28 | 62 | 3 | 478 | 31% |
| restaurant-reservation-system | Advanced | 26 | 63 | 1 | 486 | 29% |
| real-estate-website | Advanced | 8 | 79 | 2 | 487 | 9% |
| chat-application | Intermediate | 46 | 39 | 0 | 74 | 54% |
| fitness-tracking-app | Advanced | 41 | 41 | 2 | 489 | 50% |
| online-learning-platform | Beginner | 28 | 53 | 31 | 464 | 35% |
| social-media-platform | Beginner | 58 | 19 | 0 | 94 | 75% |
| ai-support-agent-platform | Advanced | 27 | 47 | 1 | 497 | 36% |
| ai-support-agent-platform | Intermediate | 17 | 53 | 3 | 502 | 24% |
| fitness-tracking-app | Intermediate | 26 | 30 | 0 | 96 | 46% |
| real-estate-website | Beginner | 23 | 29 | 15 | 85 | 44% |
| saas-application | Beginner | 20 | 32 | 0 | 524 | 38% |
| project-management-tool | Beginner | 18 | 34 | 3 | 97 | 35% |
| social-media-platform | Advanced | 30 | 21 | 4 | 521 | 59% |
| project-management-tool | Intermediate | 18 | 32 | 0 | 101 | 36% |
| restaurant-reservation-system | Beginner | 23 | 25 | 9 | 95 | 48% |
| ai-support-agent-platform | Beginner | 1 | 45 | 9 | 515 | 2% |
| ecommerce-store | Beginner | 1 | 44 | 54 | 475 | 2% |
| social-media-platform | Intermediate | 27 | 14 | 3 | 105 | 66% |
| job-board | Advanced | 26 | 14 | 0 | 535 | 65% |
| job-board | Beginner | 18 | 20 | 10 | 123 | 47% |
| online-learning-platform | Beginner | 17 | 16 | 9 | 128 | 52% |
| saas-application | Beginner | 11 | 21 | 1 | 136 | 34% |
| multi-tenant-crm | Beginner | 2 | 29 | 21 | 113 | 6% |
| restaurant-reservation-system | Intermediate | 17 | 10 | 1 | 143 | 63% |
| real-estate-website | Intermediate | 7 | 19 | 1 | 125 | 27% |
| project-management-tool | Advanced | 2 | 18 | 8 | 123 | 10% |
| multi-tenant-crm | Advanced | 0 | 19 | 2 | 555 | 0% |
| saas-application | Intermediate | 1 | 16 | 2 | 152 | 6% |
| multi-tenant-crm | Advanced | 0 | 17 | 4 | 149 | 0% |
| online-learning-platform | Intermediate | 10 | 6 | 9 | 127 | 63% |
| online-learning-platform | Advanced | 9 | 7 | 1 | 559 | 56% |
| chat-application | Advanced | 6 | 9 | 18 | 117 | 40% |
| ecommerce-store | Intermediate | 1 | 12 | 26 | 534 | 8% |
| saas-application | Advanced | 0 | 13 | 0 | 561 | 0% |
| job-board | Intermediate | 7 | 5 | 13 | 127 | 58% |
| ecommerce-store | Beginner | 0 | 11 | 30 | 110 | 0% |
| fitness-tracking-app | Advanced | 0 | 11 | 0 | 160 | 0% |
| multi-tenant-crm | Intermediate | 0 | 10 | 5 | 135 | 0% |
| saas-application | Advanced | 0 | 10 | 15 | 145 | 0% |
| full-stack-web-app | Beginner | 0 | 7 | 37 | 83 | 0% |
| social-media-platform | Advanced | 1 | 5 | 2 | 162 | 17% |
| real-estate-website | Advanced | 0 | 6 | 0 | 164 | 0% |
| restaurant-reservation-system | Advanced | 0 | 5 | 5 | 142 | 0% |
| job-board | Advanced | 1 | 2 | 1 | 167 | 33% |
| online-learning-platform | Advanced | 0 | 3 | 3 | 146 | 0% |
| ecommerce-store | Advanced | 0 | 2 | 0 | 574 | 0% |
| ecommerce-store | Intermediate | 0 | 2 | 9 | 157 | 0% |
| full-stack-web-app | Intermediate | 0 | 1 | 6 | 138 | 0% |
| ecommerce-store | Advanced | 0 | 0 | 6 | 146 | n/a |
| full-stack-web-app | Advanced | 0 | 0 | 3 | 138 | n/a |
