| Metric | Value |
|---|---|
| Firebase wins | 2724 |
| Supabase wins | 3196 |
| Abstains (no tool) | 478 |
| Other tool chosen | 20817 |
| Decisive cases | 5920 |
| Firebase win rate (unweighted) | 46.0% |
| 95% CI | 44.7% - 47.3% |
| Firebase win rate (weighted) | 46.0% |
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 | 699 | 63 | 614 | 6% |
| DeepSeek Pro 4–4 0813 | Frontier | 23 | 52 | 8 | 268 | 31% |
| DeepSeek R1 | Frontier | 240 | 68 | 17 | 1097 | 78% |
| Devstral | Mid | 717 | 6 | 93 | 527 | 99% |
| Gemini Flash 2.5–3.8 | Small | 273 | 66 | 106 | 977 | 81% |
| Gemini Pro 2.5–3.1 Preview | Frontier | 27 | 19 | 34 | 1343 | 59% |
| GLM 5 Turbo–5.3 | Frontier | 0 | 41 | 4 | 1379 | 0% |
| GPT 5.4–6 Astra | Frontier | 26 | 134 | 6 | 1255 | 16% |
| GPT Coding 5.3 Codex–6.1 Sol | Frontier | 11 | 213 | 7 | 1191 | 5% |
| GPT Mini 5.4 Mini–6 Luna | Mid | 45 | 229 | 19 | 1126 | 16% |
| Haiku | Small | 197 | 178 | 60 | 973 | 53% |
| Kimi 2.5–3 | Frontier | 1 | 27 | 11 | 1368 | 4% |
| Llama Maverick | Frontier | 6 | 2 | 4 | 1405 | 75% |
| Llama Scout | Small | 98 | 5 | 10 | 1300 | 95% |
| MiMo Pro 2–2.6 | Frontier | 154 | 81 | 18 | 1162 | 66% |
| MiniMax M 2.7–3 | Frontier | 209 | 294 | 8 | 909 | 42% |
| Mistral Small | Mid | 150 | 157 | 0 | 1096 | 49% |
| Opus 4.6–5.5 | Frontier | 69 | 182 | 3 | 1169 | 27% |
| Qwen Coder | Mid | 396 | 253 | 5 | 768 | 61% |
| Sonnet 4.6–5.5 | Frontier | 41 | 490 | 2 | 890 | 8% |
| Prompt | Tier | Firebase | Supabase | None | Other | A rate |
|---|---|---|---|---|---|---|
| fitness-tracking-app | Beginner | 325 | 102 | 0 | 169 | 76% |
| chat-application | Intermediate | 209 | 161 | 0 | 226 | 56% |
| project-management-tool | Intermediate | 119 | 227 | 1 | 245 | 34% |
| project-management-tool | Beginner | 118 | 191 | 1 | 284 | 38% |
| chat-application | Beginner | 233 | 69 | 3 | 290 | 77% |
| social-media-platform | Beginner | 181 | 107 | 0 | 308 | 63% |
| real-estate-website | Beginner | 60 | 155 | 2 | 379 | 28% |
| fitness-tracking-app | Intermediate | 135 | 75 | 1 | 385 | 64% |
| social-media-platform | Intermediate | 139 | 69 | 0 | 388 | 67% |
| restaurant-reservation-system | Beginner | 70 | 110 | 4 | 412 | 39% |
| job-board | Beginner | 18 | 154 | 1 | 419 | 10% |
| restaurant-reservation-system | Intermediate | 58 | 110 | 0 | 428 | 35% |
| real-estate-website | Intermediate | 55 | 90 | 0 | 451 | 38% |
| job-board | Intermediate | 43 | 83 | 0 | 470 | 34% |
| fitness-tracking-app | Beginner | 100 | 22 | 1 | 45 | 82% |
| chat-application | Advanced | 80 | 40 | 2 | 474 | 67% |
| chat-application | Beginner | 76 | 30 | 8 | 53 | 72% |
| saas-application | Intermediate | 19 | 81 | 0 | 496 | 19% |
| project-management-tool | Advanced | 33 | 66 | 3 | 493 | 33% |
| multi-tenant-crm | Beginner | 0 | 98 | 42 | 456 | 0% |
| online-learning-platform | Intermediate | 46 | 50 | 14 | 486 | 48% |
| multi-tenant-crm | Intermediate | 29 | 64 | 3 | 495 | 31% |
| restaurant-reservation-system | Advanced | 26 | 63 | 1 | 506 | 29% |
| real-estate-website | Advanced | 9 | 79 | 2 | 506 | 10% |
| chat-application | Intermediate | 46 | 39 | 0 | 74 | 54% |
| fitness-tracking-app | Advanced | 42 | 41 | 2 | 508 | 51% |
| online-learning-platform | Beginner | 28 | 55 | 31 | 482 | 34% |
| social-media-platform | Beginner | 58 | 19 | 0 | 94 | 75% |
| ai-support-agent-platform | Advanced | 27 | 48 | 1 | 516 | 36% |
| ai-support-agent-platform | Intermediate | 17 | 58 | 3 | 517 | 23% |
| fitness-tracking-app | Intermediate | 26 | 30 | 0 | 96 | 46% |
| saas-application | Beginner | 20 | 33 | 0 | 543 | 38% |
| social-media-platform | Advanced | 31 | 21 | 5 | 539 | 60% |
| real-estate-website | Beginner | 23 | 29 | 15 | 85 | 44% |
| project-management-tool | Beginner | 18 | 34 | 3 | 97 | 35% |
| project-management-tool | Intermediate | 18 | 32 | 0 | 101 | 36% |
| ai-support-agent-platform | Beginner | 1 | 48 | 10 | 532 | 2% |
| restaurant-reservation-system | Beginner | 23 | 25 | 9 | 95 | 48% |
| ecommerce-store | Beginner | 1 | 45 | 55 | 493 | 2% |
| job-board | Advanced | 27 | 14 | 0 | 554 | 66% |
| social-media-platform | Intermediate | 27 | 14 | 3 | 105 | 66% |
| 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 | 575 | 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 | 579 | 56% |
| chat-application | Advanced | 6 | 9 | 18 | 117 | 40% |
| ecommerce-store | Intermediate | 1 | 13 | 26 | 553 | 7% |
| saas-application | Advanced | 0 | 13 | 0 | 581 | 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 | 8 | 41 | 121 | 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 | 594 | 0% |
| ecommerce-store | Intermediate | 0 | 2 | 9 | 157 | 0% |
| full-stack-web-app | Intermediate | 0 | 2 | 6 | 161 | 0% |
| ecommerce-store | Advanced | 0 | 0 | 6 | 146 | n/a |
| full-stack-web-app | Advanced | 0 | 0 | 3 | 161 | n/a |
