| Metric | Value |
|---|---|
| Supabase wins | 8236 |
| PostgreSQL wins | 17686 |
| Abstains (no tool) | 986 |
| Other tool chosen | 6047 |
| Decisive cases | 25922 |
| Supabase win rate (unweighted) | 31.8% |
| 95% CI | 31.2% - 32.3% |
| Supabase win rate (weighted) | 31.8% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model range | Tier | Supabase | PostgreSQL | None | Other | A rate |
|---|---|---|---|---|---|---|
| DeepSeek Flash 3.2–4.1 | Mid | 881 | 646 | 111 | 77 | 58% |
| DeepSeek Pro 4–4 0813 | Frontier | 146 | 153 | 11 | 96 | 49% |
| DeepSeek R1 | Frontier | 170 | 1056 | 60 | 437 | 14% |
| Devstral | Mid | 68 | 811 | 194 | 553 | 8% |
| Gemini Flash 2.5–3.8 | Small | 251 | 1178 | 106 | 185 | 18% |
| Gemini Pro 2.5–3.1 Preview | Frontier | 433 | 895 | 82 | 314 | 33% |
| GLM 5 Turbo–5.3 | Frontier | 321 | 887 | 53 | 468 | 27% |
| GPT 5.4–6 Astra | Frontier | 399 | 953 | 21 | 353 | 30% |
| GPT Coding 5.3 Codex–6.1 Sol | Frontier | 499 | 355 | 9 | 863 | 58% |
| GPT Mini 5.4 Mini–6 Luna | Mid | 293 | 1345 | 19 | 66 | 18% |
| Haiku | Small | 268 | 1361 | 14 | 72 | 16% |
| Kimi 2.5–3 | Frontier | 873 | 372 | 37 | 416 | 70% |
| Llama Maverick | Frontier | 29 | 1315 | 118 | 257 | 2% |
| Llama Scout | Small | 4 | 1221 | 30 | 464 | 0% |
| MiMo Pro 2–2.6 | Frontier | 202 | 1147 | 37 | 330 | 15% |
| MiniMax M 2.7–3 | Frontier | 564 | 939 | 32 | 185 | 38% |
| Mistral Small | Mid | 664 | 669 | 5 | 348 | 50% |
| Opus 4.6–5.5 | Frontier | 451 | 1087 | 33 | 150 | 29% |
| Qwen Coder | Mid | 776 | 612 | 14 | 315 | 56% |
| Sonnet 4.6–5.5 | Frontier | 944 | 684 | 0 | 98 | 58% |
| Prompt | Tier | Supabase | PostgreSQL | None | Other | A rate |
|---|---|---|---|---|---|---|
| blog-platform-cms | Advanced | 16 | 545 | 1 | 11 | 3% |
| ecommerce-store | Advanced | 0 | 531 | 1 | 44 | 0% |
| job-board | Beginner | 279 | 219 | 0 | 78 | 56% |
| job-board | Intermediate | 172 | 323 | 0 | 81 | 35% |
| multi-tenant-crm | Intermediate | 140 | 355 | 2 | 74 | 28% |
| online-learning-platform | Advanced | 40 | 455 | 3 | 78 | 8% |
| real-estate-website | Intermediate | 186 | 308 | 0 | 79 | 38% |
| restaurant-reservation-system | Beginner | 315 | 173 | 2 | 86 | 65% |
| online-learning-platform | Intermediate | 117 | 371 | 15 | 72 | 24% |
| restaurant-reservation-system | Advanced | 86 | 402 | 2 | 86 | 18% |
| real-estate-website | Advanced | 78 | 409 | 2 | 82 | 16% |
| ai-support-agent-platform | Intermediate | 341 | 144 | 4 | 85 | 70% |
| project-management-tool | Advanced | 21 | 464 | 2 | 88 | 4% |
| saas-application | Beginner | 331 | 147 | 0 | 98 | 69% |
| real-estate-website | Beginner | 360 | 116 | 10 | 89 | 76% |
| fitness-tracking-app | Intermediate | 264 | 211 | 0 | 100 | 56% |
| url-shortener | Intermediate | 149 | 326 | 0 | 100 | 31% |
| chat-application | Advanced | 47 | 425 | 1 | 103 | 10% |
| multi-tenant-crm | Beginner | 267 | 202 | 42 | 53 | 57% |
| job-board | Advanced | 41 | 426 | 1 | 103 | 9% |
| ai-support-agent-platform | Beginner | 354 | 111 | 19 | 84 | 76% |
| restaurant-reservation-system | Intermediate | 190 | 275 | 1 | 109 | 41% |
| saas-application | Advanced | 75 | 389 | 2 | 104 | 16% |
| blog-platform-cms | Intermediate | 71 | 393 | 79 | 33 | 15% |
| ecommerce-store | Intermediate | 43 | 410 | 87 | 34 | 9% |
| online-learning-platform | Beginner | 230 | 218 | 35 | 91 | 51% |
| ai-revenue-ops-copilot | Intermediate | 146 | 302 | 6 | 111 | 33% |
| project-management-tool | Intermediate | 216 | 218 | 1 | 137 | 50% |
| saas-application | Intermediate | 251 | 176 | 1 | 146 | 59% |
| project-management-tool | Beginner | 239 | 183 | 0 | 152 | 57% |
| url-shortener | Advanced | 10 | 411 | 0 | 147 | 2% |
| ai-support-agent-platform | Advanced | 195 | 220 | 3 | 146 | 47% |
| fitness-tracking-app | Advanced | 62 | 352 | 2 | 153 | 15% |
| multi-tenant-crm | Advanced | 43 | 370 | 3 | 156 | 10% |
| ai-revenue-ops-copilot | Beginner | 284 | 116 | 0 | 161 | 71% |
| url-shortener | Beginner | 200 | 200 | 13 | 163 | 50% |
| social-media-platform | Beginner | 194 | 205 | 0 | 176 | 49% |
| chat-application | Intermediate | 174 | 222 | 3 | 177 | 44% |
| social-media-platform | Intermediate | 107 | 264 | 0 | 193 | 29% |
| ecommerce-store | Beginner | 109 | 253 | 147 | 65 | 30% |
| ai-revenue-ops-copilot | Advanced | 97 | 252 | 6 | 201 | 28% |
| blog-platform-cms | Beginner | 131 | 174 | 190 | 80 | 43% |
| chat-application | Beginner | 171 | 132 | 15 | 252 | 56% |
| social-media-platform | Advanced | 27 | 270 | 5 | 269 | 9% |
| fitness-tracking-app | Beginner | 239 | 26 | 0 | 311 | 90% |
| blog-platform-cms | Advanced | 3 | 162 | 4 | 0 | 2% |
| ecommerce-store | Intermediate | 13 | 148 | 5 | 3 | 8% |
| restaurant-reservation-system | Intermediate | 35 | 123 | 0 | 13 | 22% |
| real-estate-website | Advanced | 6 | 152 | 0 | 12 | 4% |
| full-stack-web-app | Intermediate | 0 | 157 | 0 | 1 | 0% |
| full-stack-web-app | Advanced | 0 | 156 | 1 | 1 | 0% |
| job-board | Advanced | 6 | 149 | 5 | 11 | 4% |
| ai-agent-application | Intermediate | 8 | 146 | 1 | 3 | 5% |
| fitness-tracking-app | Advanced | 4 | 150 | 0 | 17 | 3% |
| full-stack-web-app | Beginner | 11 | 142 | 0 | 5 | 7% |
| multi-tenant-crm | Advanced | 6 | 147 | 5 | 12 | 4% |
| url-shortener | Intermediate | 15 | 137 | 0 | 0 | 10% |
| saas-application | Intermediate | 58 | 93 | 0 | 20 | 38% |
| ai-agent-application | Beginner | 11 | 138 | 2 | 7 | 7% |
| real-estate-website | Intermediate | 31 | 115 | 1 | 5 | 21% |
| ai-agent-application | Advanced | 1 | 145 | 4 | 6 | 1% |
| ecommerce-store | Advanced | 0 | 146 | 1 | 5 | 0% |
| project-management-tool | Advanced | 2 | 143 | 1 | 5 | 1% |
| url-shortener | Advanced | 1 | 143 | 1 | 7 | 1% |
| multi-tenant-crm | Beginner | 62 | 79 | 12 | 12 | 44% |
| saas-application | Advanced | 11 | 128 | 14 | 17 | 8% |
| chat-application | Advanced | 6 | 133 | 5 | 8 | 4% |
| saas-application | Beginner | 85 | 53 | 4 | 26 | 62% |
| url-shortener | Beginner | 61 | 76 | 0 | 15 | 45% |
| online-learning-platform | Intermediate | 16 | 121 | 5 | 10 | 12% |
| job-board | Beginner | 61 | 75 | 9 | 26 | 45% |
| multi-tenant-crm | Intermediate | 14 | 122 | 2 | 14 | 10% |
| fitness-tracking-app | Intermediate | 53 | 81 | 0 | 18 | 40% |
| project-management-tool | Intermediate | 23 | 111 | 0 | 18 | 17% |
| restaurant-reservation-system | Beginner | 69 | 64 | 0 | 19 | 52% |
| job-board | Intermediate | 16 | 117 | 4 | 15 | 12% |
| online-learning-platform | Beginner | 68 | 63 | 13 | 26 | 52% |
| online-learning-platform | Advanced | 2 | 129 | 3 | 18 | 2% |
| restaurant-reservation-system | Advanced | 7 | 123 | 3 | 18 | 5% |
| blog-platform-cms | Intermediate | 0 | 128 | 23 | 1 | 0% |
| project-management-tool | Beginner | 45 | 82 | 6 | 19 | 35% |
| real-estate-website | Beginner | 82 | 43 | 14 | 13 | 66% |
| social-media-platform | Advanced | 3 | 122 | 9 | 36 | 2% |
| chat-application | Intermediate | 30 | 94 | 0 | 46 | 24% |
| social-media-platform | Intermediate | 19 | 101 | 3 | 29 | 16% |
| social-media-platform | Beginner | 44 | 70 | 2 | 55 | 39% |
| ecommerce-store | Beginner | 22 | 68 | 53 | 8 | 24% |
| chat-application | Beginner | 45 | 35 | 3 | 84 | 56% |
| blog-platform-cms | Beginner | 10 | 70 | 61 | 28 | 13% |
| fitness-tracking-app | Beginner | 63 | 12 | 1 | 94 | 84% |
