| Metric | Value |
|---|---|
| PostgreSQL wins | 12590 |
| Supabase wins | 6399 |
| Abstains (no tool) | 699 |
| Other tool chosen | 4810 |
| Decisive cases | 18989 |
| PostgreSQL win rate (unweighted) | 66.3% |
| 95% CI | 65.6% - 67.0% |
| PostgreSQL win rate (weighted) | 66.3% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | PostgreSQL | Supabase | None | Other | A rate |
|---|---|---|---|---|---|---|
| GPT 5.4 Mini | Mid | 1007 | 226 | 12 | 35 | 82% |
| Claude Haiku 4.5 | Small | 977 | 235 | 1 | 57 | 81% |
| Claude Sonnet 4.6 | Frontier | 426 | 784 | 0 | 74 | 35% |
| Qwen3 Coder Next | Mid | 445 | 589 | 10 | 232 | 43% |
| Gemini 2.5 Pro | Frontier | 653 | 325 | 53 | 250 | 67% |
| Mistral Small 4 | Mid | 442 | 534 | 4 | 269 | 45% |
| Llama 4 Maverick | Frontier | 930 | 29 | 92 | 223 | 97% |
| DeepSeek V3.2 | Mid | 333 | 587 | 72 | 35 | 36% |
| DeepSeek R1 0528 | Frontier | 769 | 138 | 39 | 333 | 85% |
| Claude Opus 4.6 | Frontier | 583 | 298 | 27 | 119 | 66% |
| Llama 4 Scout | Small | 878 | 1 | 12 | 387 | 100% |
| MiniMax M2.7 | Frontier | 600 | 269 | 24 | 129 | 69% |
| GPT 5.4 | Frontier | 676 | 181 | 9 | 161 | 79% |
| Gemini 2.5 Flash | Small | 784 | 34 | 64 | 144 | 96% |
| MiMo V2 Pro | Frontier | 697 | 93 | 25 | 213 | 88% |
| Kimi K2.5 | Frontier | 124 | 590 | 21 | 269 | 17% |
| GLM 5 Turbo | Frontier | 518 | 175 | 37 | 299 | 75% |
| Devstral 2 2512 | Mid | 598 | 61 | 158 | 467 | 91% |
| GPT 5.3 Codex | Frontier | 197 | 368 | 4 | 713 | 35% |
| Claude Opus 4.8 | Frontier | 180 | 66 | 0 | 5 | 73% |
| MiniMax M3 | Frontier | 91 | 153 | 0 | 10 | 37% |
| Gemini 3.5 Flash | Small | 97 | 137 | 4 | 12 | 41% |
| DeepSeek V4 Flash | Mid | 96 | 117 | 12 | 21 | 45% |
| MiMo V2.5 Pro | Frontier | 152 | 58 | 4 | 39 | 72% |
| Kimi K2.7 Code | Frontier | 98 | 95 | 3 | 56 | 51% |
| DeepSeek V4 Pro | Frontier | 90 | 98 | 8 | 59 | 48% |
| GLM 5.2 | Frontier | 115 | 59 | 0 | 81 | 66% |
| GPT 5.5 | Frontier | 34 | 99 | 4 | 118 | 26% |
| Prompt | Tier | PostgreSQL | Supabase | None | Other | A rate |
|---|---|---|---|---|---|---|
| blog-platform-cms | Advanced | 493 | 15 | 1 | 6 | 97% |
| ecommerce-store | Advanced | 482 | 0 | 1 | 35 | 100% |
| online-learning-platform | Advanced | 418 | 36 | 3 | 61 | 92% |
| multi-tenant-crm | Intermediate | 326 | 128 | 2 | 57 | 72% |
| job-board | Intermediate | 292 | 155 | 0 | 71 | 65% |
| online-learning-platform | Intermediate | 340 | 105 | 15 | 57 | 76% |
| real-estate-website | Intermediate | 280 | 165 | 0 | 71 | 63% |
| job-board | Beginner | 204 | 241 | 0 | 73 | 46% |
| restaurant-reservation-system | Advanced | 359 | 81 | 2 | 76 | 82% |
| real-estate-website | Advanced | 367 | 72 | 2 | 72 | 84% |
| project-management-tool | Advanced | 419 | 19 | 2 | 77 | 96% |
| restaurant-reservation-system | Beginner | 162 | 273 | 2 | 81 | 37% |
| saas-application | Beginner | 136 | 298 | 0 | 84 | 31% |
| ai-support-agent-platform | Intermediate | 128 | 303 | 4 | 81 | 30% |
| fitness-tracking-app | Intermediate | 195 | 234 | 0 | 88 | 45% |
| job-board | Advanced | 391 | 37 | 1 | 86 | 91% |
| url-shortener | Intermediate | 292 | 134 | 0 | 91 | 69% |
| real-estate-website | Beginner | 107 | 318 | 10 | 82 | 25% |
| chat-application | Advanced | 380 | 44 | 1 | 93 | 90% |
| blog-platform-cms | Intermediate | 359 | 63 | 70 | 26 | 85% |
| saas-application | Advanced | 355 | 67 | 2 | 89 | 84% |
| multi-tenant-crm | Beginner | 184 | 236 | 42 | 45 | 44% |
| restaurant-reservation-system | Intermediate | 252 | 164 | 0 | 101 | 61% |
| ai-support-agent-platform | Beginner | 104 | 311 | 17 | 78 | 25% |
| ecommerce-store | Intermediate | 368 | 35 | 85 | 30 | 91% |
| online-learning-platform | Beginner | 202 | 200 | 33 | 81 | 50% |
| ai-revenue-ops-copilot | Intermediate | 277 | 122 | 6 | 103 | 69% |
| saas-application | Intermediate | 163 | 223 | 1 | 129 | 42% |
| project-management-tool | Intermediate | 198 | 186 | 1 | 130 | 52% |
| project-management-tool | Beginner | 171 | 209 | 0 | 136 | 45% |
| url-shortener | Advanced | 370 | 9 | 0 | 135 | 98% |
| ai-support-agent-platform | Advanced | 201 | 176 | 2 | 129 | 53% |
| multi-tenant-crm | Advanced | 332 | 39 | 3 | 142 | 89% |
| fitness-tracking-app | Advanced | 317 | 54 | 2 | 139 | 85% |
| social-media-platform | Beginner | 187 | 170 | 0 | 160 | 52% |
| url-shortener | Beginner | 184 | 173 | 12 | 149 | 52% |
| ai-revenue-ops-copilot | Beginner | 107 | 247 | 0 | 149 | 30% |
| chat-application | Intermediate | 200 | 152 | 3 | 163 | 57% |
| social-media-platform | Intermediate | 243 | 93 | 0 | 170 | 72% |
| ecommerce-store | Beginner | 230 | 90 | 138 | 58 | 72% |
| ai-revenue-ops-copilot | Advanced | 225 | 84 | 6 | 185 | 73% |
| blog-platform-cms | Beginner | 156 | 114 | 175 | 72 | 58% |
| chat-application | Beginner | 121 | 149 | 13 | 229 | 45% |
| social-media-platform | Advanced | 240 | 25 | 5 | 244 | 91% |
| fitness-tracking-app | Beginner | 24 | 206 | 0 | 288 | 10% |
| full-stack-web-app | Advanced | 100 | 0 | 0 | 0 | 100% |
| full-stack-web-app | Intermediate | 99 | 0 | 0 | 1 | 100% |
| ai-agent-application | Intermediate | 92 | 5 | 1 | 2 | 95% |
| full-stack-web-app | Beginner | 90 | 6 | 0 | 4 | 94% |
| ai-agent-application | Beginner | 89 | 6 | 1 | 4 | 94% |
| ai-agent-application | Advanced | 92 | 1 | 2 | 4 | 99% |
| ecommerce-store | Intermediate | 19 | 0 | 0 | 0 | 100% |
| ecommerce-store | Advanced | 19 | 0 | 0 | 0 | 100% |
| chat-application | Advanced | 18 | 1 | 0 | 0 | 95% |
| multi-tenant-crm | Advanced | 18 | 1 | 0 | 0 | 95% |
| url-shortener | Intermediate | 17 | 2 | 0 | 0 | 89% |
| fitness-tracking-app | Advanced | 18 | 0 | 0 | 1 | 100% |
| real-estate-website | Advanced | 18 | 0 | 0 | 1 | 100% |
| url-shortener | Advanced | 18 | 0 | 0 | 1 | 100% |
| blog-platform-cms | Advanced | 17 | 1 | 1 | 0 | 94% |
| job-board | Advanced | 17 | 1 | 0 | 1 | 94% |
| project-management-tool | Intermediate | 16 | 2 | 0 | 1 | 89% |
| saas-application | Intermediate | 10 | 8 | 0 | 1 | 56% |
| online-learning-platform | Advanced | 17 | 0 | 0 | 2 | 100% |
| project-management-tool | Advanced | 17 | 0 | 0 | 1 | 100% |
| multi-tenant-crm | Intermediate | 16 | 1 | 1 | 1 | 94% |
| restaurant-reservation-system | Advanced | 15 | 2 | 0 | 2 | 88% |
| job-board | Intermediate | 14 | 3 | 0 | 2 | 82% |
| online-learning-platform | Intermediate | 14 | 3 | 1 | 1 | 82% |
| real-estate-website | Intermediate | 14 | 3 | 1 | 1 | 82% |
| fitness-tracking-app | Intermediate | 10 | 7 | 0 | 2 | 59% |
| url-shortener | Beginner | 9 | 8 | 0 | 2 | 53% |
| social-media-platform | Intermediate | 13 | 3 | 0 | 3 | 81% |
| restaurant-reservation-system | Intermediate | 12 | 4 | 0 | 3 | 75% |
| job-board | Beginner | 8 | 8 | 0 | 3 | 50% |
| restaurant-reservation-system | Beginner | 8 | 8 | 0 | 3 | 50% |
| project-management-tool | Beginner | 10 | 5 | 0 | 4 | 67% |
| multi-tenant-crm | Beginner | 8 | 7 | 2 | 1 | 53% |
| saas-application | Beginner | 7 | 8 | 0 | 4 | 47% |
| blog-platform-cms | Intermediate | 14 | 0 | 5 | 0 | 100% |
| saas-application | Advanced | 13 | 1 | 3 | 2 | 93% |
| online-learning-platform | Beginner | 6 | 8 | 3 | 2 | 43% |
| social-media-platform | Advanced | 12 | 1 | 0 | 6 | 92% |
| social-media-platform | Beginner | 7 | 6 | 0 | 6 | 54% |
| real-estate-website | Beginner | 5 | 8 | 2 | 4 | 38% |
| chat-application | Intermediate | 10 | 2 | 0 | 7 | 83% |
| ecommerce-store | Beginner | 10 | 1 | 7 | 1 | 91% |
| blog-platform-cms | Beginner | 8 | 1 | 7 | 3 | 89% |
| chat-application | Beginner | 3 | 6 | 0 | 10 | 33% |
| fitness-tracking-app | Beginner | 2 | 6 | 0 | 11 | 25% |
