| Metric | Value |
|---|---|
| Supabase wins | 6604 |
| PostgreSQL wins | 12641 |
| Abstains (no tool) | 668 |
| Other tool chosen | 4924 |
| Decisive cases | 19245 |
| Supabase win rate (unweighted) | 34.3% |
| 95% CI | 33.6% - 35.0% |
| Supabase win rate (weighted) | 34.3% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Supabase | PostgreSQL | None | Other | A rate |
|---|---|---|---|---|---|---|
| GPT 5.4 Mini | Mid | 226 | 1024 | 12 | 36 | 18% |
| Claude Haiku 4.5 | Small | 243 | 988 | 0 | 57 | 20% |
| Claude Sonnet 4.6 | Frontier | 799 | 426 | 0 | 77 | 65% |
| Qwen3 Coder Next | Mid | 600 | 454 | 9 | 231 | 57% |
| Mistral Small 4 | Mid | 544 | 446 | 5 | 273 | 55% |
| Gemini 2.5 Pro | Frontier | 325 | 665 | 52 | 256 | 33% |
| Llama 4 Maverick | Frontier | 28 | 942 | 94 | 229 | 3% |
| DeepSeek R1 0528 | Frontier | 140 | 776 | 37 | 344 | 15% |
| Llama 4 Scout | Small | 1 | 874 | 12 | 409 | 0% |
| DeepSeek V3.2 | Mid | 541 | 300 | 68 | 34 | 64% |
| Claude Opus 4.6 | Frontier | 282 | 525 | 26 | 110 | 35% |
| MiniMax M2.7 | Frontier | 245 | 548 | 22 | 123 | 31% |
| GPT 5.4 | Frontier | 164 | 615 | 7 | 157 | 21% |
| Gemini 2.5 Flash | Small | 31 | 720 | 58 | 133 | 4% |
| MiMo V2 Pro | Frontier | 82 | 642 | 23 | 197 | 11% |
| Kimi K2.5 | Frontier | 547 | 111 | 16 | 249 | 83% |
| GLM 5 Turbo | Frontier | 165 | 473 | 32 | 275 | 26% |
| Devstral 2 2512 | Mid | 58 | 559 | 145 | 438 | 9% |
| GPT 5.3 Codex | Frontier | 367 | 202 | 4 | 727 | 64% |
| Claude Opus 4.8 | Frontier | 96 | 250 | 0 | 5 | 28% |
| MiniMax M3 | Frontier | 204 | 132 | 1 | 19 | 61% |
| Gemini 3.5 Flash | Small | 196 | 133 | 5 | 18 | 60% |
| DeepSeek V4 Flash | Mid | 157 | 146 | 16 | 28 | 52% |
| MiMo V2.5 Pro | Frontier | 78 | 216 | 4 | 55 | 27% |
| Kimi K2.7 Code | Frontier | 131 | 140 | 5 | 78 | 48% |
| DeepSeek V4 Pro | Frontier | 131 | 127 | 10 | 87 | 51% |
| GLM 5.2 | Frontier | 84 | 161 | 0 | 112 | 34% |
| GPT 5.5 | Frontier | 139 | 46 | 5 | 167 | 75% |
| Prompt | Tier | Supabase | PostgreSQL | None | Other | A rate |
|---|---|---|---|---|---|---|
| blog-platform-cms | Advanced | 15 | 510 | 1 | 8 | 3% |
| ecommerce-store | Advanced | 0 | 495 | 1 | 41 | 0% |
| job-board | Beginner | 257 | 207 | 0 | 73 | 55% |
| real-estate-website | Intermediate | 172 | 291 | 0 | 71 | 37% |
| multi-tenant-crm | Intermediate | 134 | 329 | 2 | 68 | 29% |
| job-board | Intermediate | 156 | 306 | 0 | 75 | 34% |
| online-learning-platform | Advanced | 36 | 424 | 3 | 74 | 8% |
| online-learning-platform | Intermediate | 109 | 348 | 14 | 65 | 24% |
| restaurant-reservation-system | Advanced | 81 | 375 | 2 | 79 | 18% |
| ai-support-agent-platform | Intermediate | 317 | 136 | 3 | 79 | 70% |
| restaurant-reservation-system | Beginner | 290 | 163 | 2 | 82 | 64% |
| real-estate-website | Advanced | 74 | 379 | 2 | 77 | 16% |
| project-management-tool | Advanced | 19 | 434 | 2 | 81 | 4% |
| saas-application | Beginner | 307 | 140 | 0 | 90 | 69% |
| fitness-tracking-app | Intermediate | 247 | 199 | 0 | 90 | 55% |
| real-estate-website | Beginner | 336 | 108 | 9 | 83 | 76% |
| url-shortener | Intermediate | 135 | 307 | 0 | 95 | 31% |
| chat-application | Advanced | 46 | 394 | 1 | 96 | 10% |
| multi-tenant-crm | Beginner | 248 | 190 | 41 | 48 | 57% |
| blog-platform-cms | Intermediate | 68 | 368 | 72 | 29 | 16% |
| saas-application | Advanced | 75 | 360 | 2 | 95 | 17% |
| job-board | Advanced | 37 | 398 | 1 | 96 | 9% |
| restaurant-reservation-system | Intermediate | 172 | 260 | 1 | 103 | 40% |
| ai-support-agent-platform | Beginner | 327 | 103 | 19 | 80 | 76% |
| ecommerce-store | Intermediate | 35 | 386 | 83 | 32 | 8% |
| online-learning-platform | Beginner | 216 | 201 | 33 | 85 | 52% |
| ai-revenue-ops-copilot | Intermediate | 132 | 283 | 6 | 106 | 32% |
| saas-application | Intermediate | 235 | 166 | 1 | 133 | 59% |
| project-management-tool | Intermediate | 197 | 204 | 0 | 132 | 49% |
| url-shortener | Advanced | 9 | 385 | 0 | 136 | 2% |
| project-management-tool | Beginner | 217 | 174 | 0 | 144 | 55% |
| ai-support-agent-platform | Advanced | 183 | 208 | 2 | 133 | 47% |
| multi-tenant-crm | Advanced | 41 | 345 | 3 | 146 | 11% |
| fitness-tracking-app | Advanced | 59 | 324 | 2 | 145 | 15% |
| ai-revenue-ops-copilot | Beginner | 267 | 107 | 0 | 148 | 71% |
| social-media-platform | Beginner | 176 | 193 | 0 | 167 | 48% |
| url-shortener | Beginner | 184 | 184 | 13 | 156 | 50% |
| chat-application | Intermediate | 160 | 204 | 2 | 171 | 44% |
| social-media-platform | Intermediate | 100 | 246 | 0 | 180 | 29% |
| ecommerce-store | Beginner | 97 | 239 | 136 | 63 | 29% |
| ai-revenue-ops-copilot | Advanced | 90 | 237 | 5 | 188 | 28% |
| blog-platform-cms | Beginner | 121 | 163 | 179 | 73 | 43% |
| chat-application | Beginner | 157 | 120 | 13 | 241 | 57% |
| social-media-platform | Advanced | 25 | 251 | 4 | 253 | 9% |
| fitness-tracking-app | Beginner | 219 | 24 | 0 | 294 | 90% |
| full-stack-web-app | Advanced | 0 | 137 | 1 | 0 | 0% |
| full-stack-web-app | Intermediate | 0 | 137 | 0 | 1 | 0% |
| ai-agent-application | Intermediate | 7 | 128 | 1 | 2 | 5% |
| full-stack-web-app | Beginner | 9 | 124 | 0 | 5 | 7% |
| ai-agent-application | Beginner | 9 | 121 | 2 | 6 | 7% |
| ai-agent-application | Advanced | 1 | 126 | 4 | 6 | 1% |
