| Metric | Value |
|---|---|
| PostgreSQL wins | 18203 |
| Supabase wins | 8522 |
| Abstains (no tool) | 1009 |
| Other tool chosen | 6249 |
| Decisive cases | 26725 |
| PostgreSQL win rate (unweighted) | 68.1% |
| 95% CI | 67.6% - 68.7% |
| PostgreSQL win rate (weighted) | 68.1% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model range | Tier | PostgreSQL | Supabase | None | Other | A rate |
|---|---|---|---|---|---|---|
| DeepSeek Flash 3.2–4.1 | Mid | 679 | 895 | 111 | 81 | 43% |
| DeepSeek Pro 4–4 0813 | Frontier | 185 | 159 | 11 | 103 | 54% |
| DeepSeek R1 | Frontier | 1089 | 174 | 61 | 451 | 86% |
| Devstral | Mid | 842 | 68 | 198 | 569 | 93% |
| Gemini Flash 2.5–3.8 | Small | 1223 | 255 | 107 | 187 | 83% |
| Gemini Pro 2.5–3.1 Preview | Frontier | 917 | 457 | 82 | 322 | 67% |
| GLM 5 Turbo–5.3 | Frontier | 910 | 340 | 55 | 475 | 73% |
| GPT 5.4–6 Astra | Frontier | 959 | 423 | 25 | 371 | 69% |
| GPT Coding 5.3 Codex–6.1 Sol | Frontier | 361 | 521 | 14 | 881 | 41% |
| GPT Mini 5.4 Mini–6 Luna | Mid | 1353 | 308 | 20 | 93 | 81% |
| Haiku | Small | 1398 | 278 | 14 | 76 | 83% |
| Kimi 2.5–3 | Frontier | 411 | 882 | 37 | 419 | 32% |
| Llama Maverick | Frontier | 1353 | 29 | 121 | 266 | 98% |
| Llama Scout | Small | 1253 | 6 | 30 | 481 | 100% |
| MiMo Pro 2–2.6 | Frontier | 1170 | 222 | 37 | 339 | 84% |
| MiniMax M 2.7–3 | Frontier | 955 | 592 | 33 | 191 | 62% |
| Mistral Small | Mid | 692 | 679 | 5 | 363 | 50% |
| Opus 4.6–5.5 | Frontier | 1115 | 471 | 33 | 153 | 70% |
| Qwen Coder | Mid | 630 | 800 | 14 | 324 | 44% |
| Sonnet 4.6–5.5 | Frontier | 708 | 963 | 1 | 104 | 42% |
| Prompt | Tier | PostgreSQL | Supabase | None | Other | A rate |
|---|---|---|---|---|---|---|
| blog-platform-cms | Advanced | 563 | 16 | 1 | 13 | 97% |
| ecommerce-store | Advanced | 546 | 0 | 1 | 49 | 100% |
| job-board | Beginner | 224 | 291 | 0 | 81 | 43% |
| real-estate-website | Intermediate | 312 | 199 | 0 | 84 | 61% |
| online-learning-platform | Advanced | 469 | 41 | 3 | 83 | 92% |
| job-board | Intermediate | 330 | 180 | 0 | 86 | 65% |
| multi-tenant-crm | Intermediate | 365 | 144 | 2 | 79 | 72% |
| restaurant-reservation-system | Advanced | 419 | 86 | 2 | 89 | 83% |
| online-learning-platform | Intermediate | 382 | 123 | 15 | 75 | 76% |
| restaurant-reservation-system | Beginner | 177 | 327 | 2 | 90 | 35% |
| real-estate-website | Advanced | 423 | 80 | 2 | 88 | 84% |
| ai-support-agent-platform | Intermediate | 147 | 356 | 4 | 87 | 29% |
| project-management-tool | Advanced | 481 | 21 | 2 | 91 | 96% |
| url-shortener | Intermediate | 339 | 155 | 0 | 101 | 69% |
| real-estate-website | Beginner | 119 | 375 | 10 | 91 | 24% |
| fitness-tracking-app | Intermediate | 217 | 275 | 0 | 104 | 44% |
| saas-application | Beginner | 151 | 340 | 0 | 105 | 31% |
| multi-tenant-crm | Beginner | 210 | 277 | 43 | 54 | 43% |
| chat-application | Advanced | 439 | 47 | 1 | 109 | 90% |
| job-board | Advanced | 441 | 42 | 1 | 107 | 91% |
| ai-support-agent-platform | Beginner | 111 | 369 | 21 | 87 | 23% |
| restaurant-reservation-system | Intermediate | 281 | 198 | 1 | 115 | 59% |
| blog-platform-cms | Intermediate | 405 | 73 | 82 | 36 | 85% |
| saas-application | Advanced | 403 | 75 | 3 | 109 | 84% |
| ecommerce-store | Intermediate | 423 | 45 | 89 | 37 | 90% |
| online-learning-platform | Beginner | 226 | 240 | 35 | 93 | 48% |
| ai-revenue-ops-copilot | Intermediate | 309 | 154 | 6 | 116 | 67% |
| project-management-tool | Intermediate | 225 | 226 | 1 | 140 | 50% |
| saas-application | Intermediate | 182 | 259 | 1 | 152 | 41% |
| project-management-tool | Beginner | 190 | 250 | 0 | 154 | 43% |
| url-shortener | Advanced | 425 | 11 | 0 | 158 | 97% |
| fitness-tracking-app | Advanced | 368 | 63 | 2 | 156 | 85% |
| ai-support-agent-platform | Advanced | 228 | 201 | 3 | 152 | 53% |
| multi-tenant-crm | Advanced | 383 | 44 | 3 | 161 | 90% |
| url-shortener | Beginner | 209 | 208 | 13 | 166 | 50% |
| social-media-platform | Beginner | 211 | 204 | 0 | 180 | 51% |
| ai-revenue-ops-copilot | Beginner | 119 | 296 | 0 | 167 | 29% |
| chat-application | Intermediate | 233 | 180 | 3 | 180 | 56% |
| social-media-platform | Intermediate | 270 | 114 | 0 | 199 | 70% |
| ecommerce-store | Beginner | 260 | 115 | 152 | 67 | 69% |
| ai-revenue-ops-copilot | Advanced | 261 | 99 | 6 | 209 | 73% |
| blog-platform-cms | Beginner | 180 | 137 | 196 | 82 | 57% |
| chat-application | Beginner | 135 | 176 | 17 | 262 | 43% |
| social-media-platform | Advanced | 280 | 27 | 6 | 278 | 91% |
| fitness-tracking-app | Beginner | 26 | 251 | 0 | 319 | 9% |
| full-stack-web-app | Intermediate | 176 | 1 | 0 | 1 | 99% |
| full-stack-web-app | Advanced | 176 | 0 | 1 | 1 | 100% |
| ai-agent-application | Intermediate | 165 | 8 | 1 | 4 | 95% |
| full-stack-web-app | Beginner | 162 | 11 | 0 | 5 | 94% |
| ai-agent-application | Beginner | 155 | 14 | 2 | 7 | 92% |
| ai-agent-application | Advanced | 164 | 1 | 4 | 7 | 99% |
| blog-platform-cms | Advanced | 162 | 3 | 4 | 0 | 98% |
| ecommerce-store | Intermediate | 148 | 13 | 5 | 3 | 92% |
| real-estate-website | Advanced | 152 | 6 | 0 | 12 | 96% |
| restaurant-reservation-system | Intermediate | 123 | 35 | 0 | 13 | 78% |
| job-board | Advanced | 149 | 6 | 5 | 11 | 96% |
| fitness-tracking-app | Advanced | 150 | 4 | 0 | 17 | 97% |
| multi-tenant-crm | Advanced | 147 | 6 | 5 | 12 | 96% |
| url-shortener | Intermediate | 137 | 15 | 0 | 0 | 90% |
| saas-application | Intermediate | 93 | 58 | 0 | 20 | 62% |
| ecommerce-store | Advanced | 146 | 0 | 1 | 5 | 100% |
| real-estate-website | Intermediate | 115 | 31 | 1 | 5 | 79% |
| project-management-tool | Advanced | 143 | 2 | 1 | 5 | 99% |
| url-shortener | Advanced | 143 | 1 | 1 | 7 | 99% |
| multi-tenant-crm | Beginner | 79 | 62 | 12 | 12 | 56% |
| chat-application | Advanced | 133 | 6 | 5 | 8 | 96% |
| saas-application | Advanced | 128 | 11 | 14 | 17 | 92% |
| saas-application | Beginner | 53 | 85 | 4 | 26 | 38% |
| online-learning-platform | Intermediate | 121 | 16 | 5 | 10 | 88% |
| url-shortener | Beginner | 76 | 61 | 0 | 15 | 55% |
| multi-tenant-crm | Intermediate | 122 | 14 | 2 | 14 | 90% |
| job-board | Beginner | 75 | 61 | 9 | 26 | 55% |
| project-management-tool | Intermediate | 111 | 23 | 0 | 18 | 83% |
| fitness-tracking-app | Intermediate | 81 | 53 | 0 | 18 | 60% |
| job-board | Intermediate | 117 | 16 | 4 | 15 | 88% |
| restaurant-reservation-system | Beginner | 64 | 69 | 0 | 19 | 48% |
| online-learning-platform | Advanced | 129 | 2 | 3 | 18 | 98% |
| online-learning-platform | Beginner | 63 | 68 | 13 | 26 | 48% |
| restaurant-reservation-system | Advanced | 123 | 7 | 3 | 18 | 95% |
| blog-platform-cms | Intermediate | 128 | 0 | 23 | 1 | 100% |
| project-management-tool | Beginner | 82 | 45 | 6 | 19 | 65% |
| social-media-platform | Advanced | 122 | 3 | 9 | 36 | 98% |
| real-estate-website | Beginner | 43 | 82 | 14 | 13 | 34% |
| chat-application | Intermediate | 94 | 30 | 0 | 46 | 76% |
| social-media-platform | Intermediate | 101 | 19 | 3 | 29 | 84% |
| social-media-platform | Beginner | 70 | 44 | 2 | 55 | 61% |
| ecommerce-store | Beginner | 68 | 22 | 53 | 8 | 76% |
| blog-platform-cms | Beginner | 70 | 10 | 61 | 28 | 88% |
| chat-application | Beginner | 35 | 45 | 3 | 84 | 44% |
| fitness-tracking-app | Beginner | 12 | 63 | 1 | 94 | 16% |
