| Metric | Value |
|---|---|
| PostgreSQL wins | 12508 |
| Supabase wins | 5732 |
| Abstains (no tool) | 746 |
| Other tool chosen | 4426 |
| Decisive cases | 18240 |
| PostgreSQL win rate (unweighted) | 68.6% |
| 95% CI | 67.9% - 69.2% |
| PostgreSQL win rate (weighted) | 68.6% |
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 | 985 | 206 | 11 | 31 | 83% |
| Claude Sonnet 4.6 | Frontier | 454 | 716 | 0 | 66 | 39% |
| Claude Haiku 4.5 | Small | 966 | 202 | 6 | 50 | 83% |
| DeepSeek V3.2 | Mid | 402 | 659 | 85 | 37 | 38% |
| Claude Opus 4.6 | Frontier | 711 | 309 | 31 | 132 | 70% |
| MiniMax M2.7 | Frontier | 708 | 299 | 28 | 143 | 70% |
| GPT 5.4 | Frontier | 794 | 212 | 11 | 166 | 79% |
| Qwen3 Coder Next | Mid | 423 | 568 | 13 | 224 | 43% |
| Mistral Small 4 | Mid | 454 | 493 | 4 | 256 | 48% |
| Gemini 2.5 Flash | Small | 900 | 43 | 83 | 155 | 95% |
| Gemini 2.5 Pro | Frontier | 624 | 318 | 58 | 234 | 66% |
| Llama 4 Maverick | Frontier | 909 | 27 | 86 | 206 | 97% |
| MiMo V2 Pro | Frontier | 812 | 99 | 29 | 244 | 89% |
| Llama 4 Scout | Small | 863 | 1 | 19 | 347 | 100% |
| DeepSeek R1 0528 | Frontier | 738 | 126 | 42 | 326 | 85% |
| Kimi K2.5 | Frontier | 157 | 671 | 29 | 303 | 19% |
| GLM 5 Turbo | Frontier | 618 | 194 | 46 | 327 | 76% |
| Devstral 2 2512 | Mid | 591 | 52 | 154 | 439 | 92% |
| GPT 5.3 Codex | Frontier | 214 | 366 | 4 | 650 | 37% |
| Gemini 3.5 Flash | Small | 20 | 28 | 1 | 2 | 42% |
| Claude Opus 4.8 | Frontier | 35 | 12 | 0 | 3 | 74% |
| MiniMax M3 | Frontier | 19 | 27 | 0 | 5 | 41% |
| DeepSeek V4 Flash | Mid | 24 | 20 | 1 | 4 | 55% |
| MiMo V2.5 Pro | Frontier | 27 | 12 | 1 | 9 | 69% |
| DeepSeek V4 Pro | Frontier | 14 | 23 | 1 | 13 | 38% |
| Kimi K2.7 Code | Frontier | 17 | 19 | 2 | 12 | 47% |
| GLM 5.2 | Frontier | 23 | 12 | 0 | 16 | 66% |
| GPT 5.5 | Frontier | 6 | 18 | 1 | 26 | 25% |
| Prompt | Tier | PostgreSQL | Supabase | None | Other | A rate |
|---|---|---|---|---|---|---|
| blog-platform-cms | Advanced | 419 | 14 | 1 | 2 | 97% |
| ecommerce-store | Advanced | 410 | 0 | 1 | 27 | 100% |
| online-learning-platform | Advanced | 360 | 28 | 3 | 47 | 93% |
| multi-tenant-crm | Intermediate | 282 | 104 | 1 | 47 | 73% |
| job-board | Intermediate | 254 | 126 | 0 | 58 | 67% |
| online-learning-platform | Intermediate | 296 | 82 | 15 | 45 | 78% |
| real-estate-website | Intermediate | 240 | 135 | 0 | 61 | 64% |
| job-board | Beginner | 179 | 196 | 0 | 63 | 48% |
| project-management-tool | Advanced | 362 | 11 | 2 | 62 | 97% |
| restaurant-reservation-system | Advanced | 305 | 68 | 2 | 63 | 82% |
| job-board | Advanced | 337 | 34 | 0 | 66 | 91% |
| real-estate-website | Advanced | 309 | 60 | 2 | 65 | 84% |
| chat-application | Advanced | 329 | 37 | 1 | 71 | 90% |
| restaurant-reservation-system | Beginner | 146 | 220 | 2 | 70 | 40% |
| saas-application | Beginner | 122 | 244 | 0 | 72 | 33% |
| fitness-tracking-app | Intermediate | 175 | 189 | 0 | 73 | 48% |
| saas-application | Advanced | 303 | 59 | 2 | 70 | 84% |
| ai-support-agent-platform | Intermediate | 112 | 249 | 4 | 71 | 31% |
| url-shortener | Intermediate | 247 | 113 | 0 | 77 | 69% |
| multi-tenant-crm | Beginner | 162 | 196 | 37 | 35 | 45% |
| real-estate-website | Beginner | 93 | 263 | 10 | 71 | 26% |
| blog-platform-cms | Intermediate | 309 | 46 | 60 | 23 | 87% |
| restaurant-reservation-system | Intermediate | 218 | 133 | 0 | 87 | 62% |
| ai-support-agent-platform | Beginner | 96 | 255 | 15 | 66 | 27% |
| online-learning-platform | Beginner | 181 | 163 | 26 | 68 | 53% |
| ai-revenue-ops-copilot | Intermediate | 245 | 93 | 5 | 85 | 72% |
| ecommerce-store | Intermediate | 307 | 27 | 77 | 27 | 92% |
| project-management-tool | Intermediate | 173 | 155 | 1 | 106 | 53% |
| saas-application | Intermediate | 146 | 179 | 1 | 110 | 45% |
| ai-support-agent-platform | Advanced | 176 | 145 | 2 | 107 | 55% |
| project-management-tool | Beginner | 145 | 174 | 0 | 119 | 45% |
| fitness-tracking-app | Advanced | 276 | 42 | 1 | 115 | 87% |
| url-shortener | Advanced | 308 | 7 | 0 | 120 | 98% |
| multi-tenant-crm | Advanced | 282 | 32 | 3 | 120 | 90% |
| social-media-platform | Beginner | 170 | 138 | 0 | 129 | 55% |
| url-shortener | Beginner | 158 | 141 | 11 | 128 | 53% |
| chat-application | Intermediate | 174 | 124 | 3 | 137 | 58% |
| ai-revenue-ops-copilot | Beginner | 93 | 199 | 0 | 131 | 32% |
| social-media-platform | Intermediate | 212 | 72 | 0 | 145 | 75% |
| ecommerce-store | Beginner | 190 | 73 | 124 | 49 | 72% |
| ai-revenue-ops-copilot | Advanced | 191 | 67 | 5 | 159 | 74% |
| social-media-platform | Advanced | 207 | 21 | 3 | 204 | 91% |
| chat-application | Beginner | 110 | 118 | 13 | 193 | 48% |
| blog-platform-cms | Beginner | 136 | 89 | 147 | 65 | 60% |
| fitness-tracking-app | Beginner | 23 | 167 | 0 | 248 | 12% |
| url-shortener | Intermediate | 85 | 10 | 0 | 0 | 89% |
| ecommerce-store | Intermediate | 87 | 6 | 2 | 0 | 94% |
| blog-platform-cms | Advanced | 91 | 1 | 3 | 0 | 99% |
| project-management-tool | Advanced | 90 | 1 | 0 | 3 | 99% |
| real-estate-website | Intermediate | 70 | 21 | 1 | 3 | 77% |
| url-shortener | Advanced | 90 | 0 | 0 | 5 | 100% |
| ecommerce-store | Advanced | 89 | 0 | 1 | 5 | 100% |
| real-estate-website | Advanced | 86 | 3 | 0 | 6 | 97% |
| restaurant-reservation-system | Intermediate | 68 | 20 | 0 | 7 | 77% |
| url-shortener | Beginner | 50 | 38 | 0 | 7 | 57% |
| multi-tenant-crm | Intermediate | 77 | 10 | 2 | 6 | 89% |
| fitness-tracking-app | Intermediate | 53 | 34 | 0 | 8 | 61% |
| chat-application | Advanced | 82 | 4 | 4 | 5 | 95% |
| job-board | Advanced | 82 | 4 | 2 | 7 | 95% |
| fitness-tracking-app | Advanced | 82 | 3 | 0 | 10 | 96% |
| multi-tenant-crm | Advanced | 82 | 3 | 3 | 7 | 96% |
| restaurant-reservation-system | Advanced | 78 | 7 | 0 | 10 | 92% |
| online-learning-platform | Intermediate | 74 | 10 | 3 | 8 | 88% |
| saas-application | Intermediate | 53 | 31 | 0 | 11 | 63% |
| restaurant-reservation-system | Beginner | 41 | 43 | 0 | 11 | 49% |
| job-board | Intermediate | 72 | 11 | 1 | 11 | 87% |
| project-management-tool | Intermediate | 70 | 12 | 0 | 13 | 85% |
| blog-platform-cms | Intermediate | 81 | 0 | 13 | 1 | 100% |
| online-learning-platform | Advanced | 79 | 2 | 2 | 12 | 98% |
| project-management-tool | Beginner | 52 | 27 | 3 | 13 | 66% |
| real-estate-website | Beginner | 26 | 52 | 9 | 8 | 33% |
| job-board | Beginner | 42 | 35 | 4 | 14 | 55% |
| multi-tenant-crm | Beginner | 42 | 35 | 8 | 7 | 55% |
| social-media-platform | Intermediate | 64 | 11 | 2 | 18 | 85% |
| saas-application | Advanced | 69 | 5 | 12 | 9 | 93% |
| saas-application | Beginner | 32 | 42 | 1 | 19 | 43% |
| social-media-platform | Advanced | 70 | 2 | 4 | 19 | 97% |
| online-learning-platform | Beginner | 33 | 37 | 9 | 16 | 47% |
| chat-application | Intermediate | 46 | 21 | 0 | 28 | 69% |
| social-media-platform | Beginner | 39 | 23 | 1 | 32 | 63% |
| ecommerce-store | Beginner | 38 | 14 | 36 | 6 | 73% |
| chat-application | Beginner | 20 | 23 | 1 | 51 | 47% |
| blog-platform-cms | Beginner | 37 | 5 | 38 | 15 | 88% |
| fitness-tracking-app | Beginner | 6 | 34 | 0 | 55 | 15% |
| ai-agent-application | Intermediate | 20 | 0 | 0 | 0 | 100% |
| full-stack-web-app | Advanced | 20 | 0 | 0 | 0 | 100% |
| ai-agent-application | Advanced | 19 | 0 | 0 | 1 | 100% |
| full-stack-web-app | Intermediate | 19 | 0 | 0 | 1 | 100% |
| full-stack-web-app | Beginner | 18 | 1 | 0 | 1 | 95% |
| ai-agent-application | Beginner | 16 | 3 | 1 | 0 | 84% |
