| Metric | Value |
|---|---|
| Supabase wins | 6557 |
| PostgreSQL wins | 12580 |
| Abstains (no tool) | 681 |
| Other tool chosen | 4903 |
| Decisive cases | 19137 |
| Supabase win rate (unweighted) | 34.3% |
| 95% CI | 33.6% - 34.9% |
| 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 | 231 | 1013 | 12 | 36 | 19% |
| Claude Haiku 4.5 | Small | 243 | 982 | 0 | 57 | 20% |
| Claude Sonnet 4.6 | Frontier | 799 | 421 | 0 | 76 | 65% |
| Qwen3 Coder Next | Mid | 600 | 446 | 9 | 233 | 57% |
| Mistral Small 4 | Mid | 545 | 443 | 4 | 269 | 55% |
| Gemini 2.5 Pro | Frontier | 326 | 658 | 53 | 255 | 33% |
| Llama 4 Maverick | Frontier | 29 | 933 | 94 | 230 | 3% |
| DeepSeek R1 0528 | Frontier | 142 | 771 | 37 | 341 | 16% |
| DeepSeek V3.2 | Mid | 567 | 316 | 70 | 35 | 64% |
| Llama 4 Scout | Small | 1 | 873 | 12 | 404 | 0% |
| Claude Opus 4.6 | Frontier | 295 | 550 | 27 | 116 | 35% |
| MiniMax M2.7 | Frontier | 256 | 577 | 23 | 127 | 31% |
| GPT 5.4 | Frontier | 174 | 645 | 8 | 161 | 21% |
| Gemini 2.5 Flash | Small | 32 | 756 | 61 | 138 | 4% |
| MiMo V2 Pro | Frontier | 91 | 671 | 23 | 204 | 12% |
| Kimi K2.5 | Frontier | 573 | 115 | 18 | 259 | 83% |
| GLM 5 Turbo | Frontier | 170 | 495 | 34 | 291 | 26% |
| Devstral 2 2512 | Mid | 61 | 576 | 152 | 456 | 10% |
| GPT 5.3 Codex | Frontier | 371 | 195 | 4 | 724 | 66% |
| Claude Opus 4.8 | Frontier | 80 | 217 | 0 | 5 | 27% |
| MiniMax M3 | Frontier | 179 | 113 | 1 | 12 | 61% |
| Gemini 3.5 Flash | Small | 169 | 113 | 4 | 15 | 60% |
| DeepSeek V4 Flash | Mid | 140 | 117 | 15 | 24 | 54% |
| MiMo V2.5 Pro | Frontier | 68 | 187 | 4 | 44 | 27% |
| Kimi K2.7 Code | Frontier | 114 | 117 | 3 | 69 | 49% |
| DeepSeek V4 Pro | Frontier | 115 | 105 | 9 | 75 | 52% |
| GLM 5.2 | Frontier | 70 | 137 | 0 | 99 | 34% |
| GPT 5.5 | Frontier | 116 | 38 | 4 | 148 | 75% |
| Prompt | Tier | Supabase | PostgreSQL | None | Other | A rate |
|---|---|---|---|---|---|---|
| blog-platform-cms | Advanced | 15 | 510 | 1 | 8 | 3% |
| ecommerce-store | Advanced | 0 | 498 | 1 | 38 | 0% |
| multi-tenant-crm | Intermediate | 131 | 336 | 2 | 63 | 28% |
| online-learning-platform | Advanced | 37 | 427 | 3 | 70 | 8% |
| job-board | Beginner | 254 | 209 | 0 | 74 | 55% |
| job-board | Intermediate | 159 | 302 | 0 | 76 | 34% |
| real-estate-website | Intermediate | 172 | 288 | 0 | 74 | 37% |
| online-learning-platform | Intermediate | 106 | 354 | 15 | 61 | 23% |
| restaurant-reservation-system | Advanced | 84 | 372 | 2 | 79 | 18% |
| real-estate-website | Advanced | 74 | 382 | 2 | 74 | 16% |
| project-management-tool | Advanced | 20 | 434 | 2 | 80 | 4% |
| restaurant-reservation-system | Beginner | 287 | 165 | 2 | 83 | 63% |
| ai-support-agent-platform | Intermediate | 314 | 135 | 4 | 82 | 70% |
| saas-application | Beginner | 310 | 139 | 0 | 88 | 69% |
| fitness-tracking-app | Intermediate | 244 | 200 | 0 | 92 | 55% |
| url-shortener | Intermediate | 138 | 305 | 0 | 93 | 31% |
| real-estate-website | Beginner | 334 | 108 | 10 | 84 | 76% |
| chat-application | Advanced | 44 | 395 | 1 | 97 | 10% |
| job-board | Advanced | 39 | 400 | 1 | 92 | 9% |
| multi-tenant-crm | Beginner | 248 | 189 | 42 | 47 | 57% |
| saas-application | Advanced | 72 | 365 | 2 | 93 | 16% |
| blog-platform-cms | Intermediate | 66 | 371 | 73 | 27 | 15% |
| restaurant-reservation-system | Intermediate | 172 | 261 | 0 | 103 | 40% |
| ai-support-agent-platform | Beginner | 324 | 107 | 18 | 80 | 75% |
| online-learning-platform | Beginner | 210 | 208 | 34 | 83 | 50% |
| ecommerce-store | Intermediate | 37 | 381 | 86 | 32 | 9% |
| ai-revenue-ops-copilot | Intermediate | 129 | 284 | 6 | 108 | 31% |
| saas-application | Intermediate | 234 | 166 | 1 | 134 | 59% |
| project-management-tool | Intermediate | 194 | 205 | 1 | 134 | 49% |
| project-management-tool | Beginner | 216 | 176 | 0 | 143 | 55% |
| url-shortener | Advanced | 10 | 382 | 0 | 139 | 3% |
| ai-support-agent-platform | Advanced | 183 | 207 | 2 | 135 | 47% |
| fitness-tracking-app | Advanced | 57 | 329 | 2 | 143 | 15% |
| multi-tenant-crm | Advanced | 41 | 345 | 3 | 146 | 11% |
| url-shortener | Beginner | 184 | 188 | 12 | 153 | 49% |
| social-media-platform | Beginner | 177 | 194 | 0 | 165 | 48% |
| ai-revenue-ops-copilot | Beginner | 260 | 109 | 0 | 153 | 70% |
| chat-application | Intermediate | 160 | 205 | 3 | 169 | 44% |
| social-media-platform | Intermediate | 98 | 249 | 0 | 178 | 28% |
| ecommerce-store | Beginner | 95 | 238 | 140 | 62 | 29% |
| ai-revenue-ops-copilot | Advanced | 88 | 235 | 6 | 189 | 27% |
| blog-platform-cms | Beginner | 119 | 164 | 180 | 73 | 42% |
| chat-application | Beginner | 157 | 122 | 13 | 239 | 56% |
| social-media-platform | Advanced | 25 | 252 | 5 | 251 | 9% |
| fitness-tracking-app | Beginner | 217 | 24 | 0 | 296 | 90% |
| full-stack-web-app | Advanced | 0 | 118 | 1 | 0 | 0% |
| full-stack-web-app | Intermediate | 0 | 118 | 0 | 1 | 0% |
| ai-agent-application | Intermediate | 6 | 110 | 1 | 2 | 5% |
| full-stack-web-app | Beginner | 8 | 106 | 0 | 5 | 7% |
| ai-agent-application | Beginner | 7 | 105 | 1 | 6 | 6% |
| ai-agent-application | Advanced | 1 | 108 | 3 | 6 | 1% |
