| Metric | Value |
|---|---|
| Firebase wins | 1208 |
| Supabase wins | 1226 |
| Abstains (no tool) | 77 |
| Other tool chosen | 4245 |
| Decisive cases | 2434 |
| Firebase win rate (unweighted) | 49.6% |
| 95% CI | 47.6% - 51.6% |
| Firebase win rate (weighted) | 49.6% |
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 | 8 | 227 | 2 | 116 | 3% |
| DeepSeek Pro 4–4 0813 | Frontier | 8 | 31 | 1 | 39 | 21% |
| DeepSeek R1 | Frontier | 66 | 20 | 51 | 216 | 77% |
| Devstral | Mid | 301 | 0 | 0 | 36 | 100% |
| Gemini Flash 2.5–3.8 | Small | 92 | 29 | 3 | 231 | 76% |
| Gemini Pro 2.5–3.1 Preview | Frontier | 0 | 8 | 0 | 346 | 0% |
| GLM 5 Turbo–5.3 | Frontier | 0 | 23 | 4 | 328 | 0% |
| GPT 5.4–6 Astra | Frontier | 10 | 87 | 0 | 254 | 10% |
| GPT Coding 5.3 Codex–6.1 Sol | Frontier | 2 | 108 | 0 | 244 | 2% |
| GPT Mini 5.4 Mini–6 Luna | Mid | 27 | 100 | 6 | 218 | 21% |
| Haiku | Small | 90 | 54 | 0 | 204 | 63% |
| Kimi 2.5–3 | Frontier | 0 | 48 | 5 | 299 | 0% |
| Llama Maverick | Frontier | 0 | 1 | 0 | 350 | 0% |
| Llama Scout | Small | 103 | 8 | 1 | 235 | 93% |
| MiMo Pro 2–2.6 | Frontier | 95 | 46 | 1 | 211 | 67% |
| MiniMax M 2.7–3 | Frontier | 58 | 140 | 2 | 152 | 29% |
| Mistral Small | Mid | 147 | 66 | 0 | 137 | 69% |
| Opus 4.6–5.5 | Frontier | 0 | 65 | 1 | 288 | 0% |
| Qwen Coder | Mid | 201 | 15 | 0 | 136 | 93% |
| Sonnet 4.6–5.5 | Frontier | 0 | 150 | 0 | 205 | 0% |
| Prompt | Tier | Firebase | Supabase | None | Other | A rate |
|---|---|---|---|---|---|---|
| project-management-tool | Beginner | 154 | 214 | 7 | 219 | 42% |
| chat-application | Intermediate | 203 | 135 | 9 | 247 | 60% |
| project-management-tool | Intermediate | 129 | 205 | 4 | 255 | 39% |
| social-media-platform | Beginner | 101 | 164 | 23 | 297 | 38% |
| chat-application | Beginner | 171 | 52 | 4 | 365 | 77% |
| social-media-platform | Intermediate | 101 | 107 | 7 | 374 | 49% |
| project-management-tool | Advanced | 46 | 95 | 0 | 452 | 33% |
| chat-application | Beginner | 55 | 33 | 3 | 76 | 63% |
| chat-application | Advanced | 56 | 23 | 1 | 510 | 71% |
| chat-application | Intermediate | 45 | 30 | 2 | 93 | 60% |
| social-media-platform | Beginner | 32 | 33 | 4 | 101 | 49% |
| social-media-platform | Advanced | 32 | 30 | 5 | 525 | 52% |
| project-management-tool | Beginner | 25 | 36 | 4 | 87 | 41% |
| project-management-tool | Intermediate | 25 | 34 | 0 | 93 | 42% |
| social-media-platform | Intermediate | 23 | 18 | 1 | 110 | 56% |
| project-management-tool | Advanced | 7 | 12 | 0 | 131 | 37% |
| social-media-platform | Advanced | 1 | 4 | 2 | 162 | 20% |
| chat-application | Advanced | 2 | 1 | 1 | 148 | 67% |
