| Metric | Value |
|---|---|
| Supabase wins | 8522 |
| PostgreSQL wins | 18203 |
| Abstains (no tool) | 1009 |
| Other tool chosen | 6249 |
| Decisive cases | 26725 |
| Supabase win rate (unweighted) | 31.9% |
| 95% CI | 31.3% - 32.4% |
| Supabase win rate (weighted) | 31.9% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model range | Tier | Supabase | PostgreSQL | None | Other | A rate |
|---|---|---|---|---|---|---|
| DeepSeek Flash 3.2–4.1 | Mid | 895 | 679 | 111 | 81 | 57% |
| DeepSeek Pro 4–4 0813 | Frontier | 159 | 185 | 11 | 103 | 46% |
| DeepSeek R1 | Frontier | 174 | 1089 | 61 | 451 | 14% |
| Devstral | Mid | 68 | 842 | 198 | 569 | 7% |
| Gemini Flash 2.5–3.8 | Small | 255 | 1223 | 107 | 187 | 17% |
| Gemini Pro 2.5–3.1 Preview | Frontier | 457 | 917 | 82 | 322 | 33% |
| GLM 5 Turbo–5.3 | Frontier | 340 | 910 | 55 | 475 | 27% |
| GPT 5.4–6 Astra | Frontier | 423 | 959 | 25 | 371 | 31% |
| GPT Coding 5.3 Codex–6.1 Sol | Frontier | 521 | 361 | 14 | 881 | 59% |
| GPT Mini 5.4 Mini–6 Luna | Mid | 308 | 1353 | 20 | 93 | 19% |
| Haiku | Small | 278 | 1398 | 14 | 76 | 17% |
| Kimi 2.5–3 | Frontier | 882 | 411 | 37 | 419 | 68% |
| Llama Maverick | Frontier | 29 | 1353 | 121 | 266 | 2% |
| Llama Scout | Small | 6 | 1253 | 30 | 481 | 0% |
| MiMo Pro 2–2.6 | Frontier | 222 | 1170 | 37 | 339 | 16% |
| MiniMax M 2.7–3 | Frontier | 592 | 955 | 33 | 191 | 38% |
| Mistral Small | Mid | 679 | 692 | 5 | 363 | 50% |
| Opus 4.6–5.5 | Frontier | 471 | 1115 | 33 | 153 | 30% |
| Qwen Coder | Mid | 800 | 630 | 14 | 324 | 56% |
| Sonnet 4.6–5.5 | Frontier | 963 | 708 | 1 | 104 | 58% |
| Prompt | Tier | Supabase | PostgreSQL | None | Other | A rate |
|---|---|---|---|---|---|---|
| blog-platform-cms | Advanced | 16 | 563 | 1 | 13 | 3% |
| ecommerce-store | Advanced | 0 | 546 | 1 | 49 | 0% |
| job-board | Beginner | 291 | 224 | 0 | 81 | 57% |
| real-estate-website | Intermediate | 199 | 312 | 0 | 84 | 39% |
| job-board | Intermediate | 180 | 330 | 0 | 86 | 35% |
| online-learning-platform | Advanced | 41 | 469 | 3 | 83 | 8% |
| multi-tenant-crm | Intermediate | 144 | 365 | 2 | 79 | 28% |
| online-learning-platform | Intermediate | 123 | 382 | 15 | 75 | 24% |
| restaurant-reservation-system | Advanced | 86 | 419 | 2 | 89 | 17% |
| restaurant-reservation-system | Beginner | 327 | 177 | 2 | 90 | 65% |
| ai-support-agent-platform | Intermediate | 356 | 147 | 4 | 87 | 71% |
| real-estate-website | Advanced | 80 | 423 | 2 | 88 | 16% |
| project-management-tool | Advanced | 21 | 481 | 2 | 91 | 4% |
| real-estate-website | Beginner | 375 | 119 | 10 | 91 | 76% |
| url-shortener | Intermediate | 155 | 339 | 0 | 101 | 31% |
| fitness-tracking-app | Intermediate | 275 | 217 | 0 | 104 | 56% |
| saas-application | Beginner | 340 | 151 | 0 | 105 | 69% |
| multi-tenant-crm | Beginner | 277 | 210 | 43 | 54 | 57% |
| chat-application | Advanced | 47 | 439 | 1 | 109 | 10% |
| job-board | Advanced | 42 | 441 | 1 | 107 | 9% |
| ai-support-agent-platform | Beginner | 369 | 111 | 21 | 87 | 77% |
| restaurant-reservation-system | Intermediate | 198 | 281 | 1 | 115 | 41% |
| saas-application | Advanced | 75 | 403 | 3 | 109 | 16% |
| blog-platform-cms | Intermediate | 73 | 405 | 82 | 36 | 15% |
| ecommerce-store | Intermediate | 45 | 423 | 89 | 37 | 10% |
| online-learning-platform | Beginner | 240 | 226 | 35 | 93 | 52% |
| ai-revenue-ops-copilot | Intermediate | 154 | 309 | 6 | 116 | 33% |
| project-management-tool | Intermediate | 226 | 225 | 1 | 140 | 50% |
| saas-application | Intermediate | 259 | 182 | 1 | 152 | 59% |
| project-management-tool | Beginner | 250 | 190 | 0 | 154 | 57% |
| url-shortener | Advanced | 11 | 425 | 0 | 158 | 3% |
| fitness-tracking-app | Advanced | 63 | 368 | 2 | 156 | 15% |
| ai-support-agent-platform | Advanced | 201 | 228 | 3 | 152 | 47% |
| multi-tenant-crm | Advanced | 44 | 383 | 3 | 161 | 10% |
| url-shortener | Beginner | 208 | 209 | 13 | 166 | 50% |
| ai-revenue-ops-copilot | Beginner | 296 | 119 | 0 | 167 | 71% |
| social-media-platform | Beginner | 204 | 211 | 0 | 180 | 49% |
| chat-application | Intermediate | 180 | 233 | 3 | 180 | 44% |
| social-media-platform | Intermediate | 114 | 270 | 0 | 199 | 30% |
| ecommerce-store | Beginner | 115 | 260 | 152 | 67 | 31% |
| ai-revenue-ops-copilot | Advanced | 99 | 261 | 6 | 209 | 28% |
| blog-platform-cms | Beginner | 137 | 180 | 196 | 82 | 43% |
| chat-application | Beginner | 176 | 135 | 17 | 262 | 57% |
| social-media-platform | Advanced | 27 | 280 | 6 | 278 | 9% |
| fitness-tracking-app | Beginner | 251 | 26 | 0 | 319 | 91% |
| full-stack-web-app | Intermediate | 1 | 176 | 0 | 1 | 1% |
| full-stack-web-app | Advanced | 0 | 176 | 1 | 1 | 0% |
| full-stack-web-app | Beginner | 11 | 162 | 0 | 5 | 6% |
| ai-agent-application | Intermediate | 8 | 165 | 1 | 4 | 5% |
| ai-agent-application | Beginner | 14 | 155 | 2 | 7 | 8% |
| blog-platform-cms | Advanced | 3 | 162 | 4 | 0 | 2% |
| ai-agent-application | Advanced | 1 | 164 | 4 | 7 | 1% |
| ecommerce-store | Intermediate | 13 | 148 | 5 | 3 | 8% |
| restaurant-reservation-system | Intermediate | 35 | 123 | 0 | 13 | 22% |
| real-estate-website | Advanced | 6 | 152 | 0 | 12 | 4% |
| job-board | Advanced | 6 | 149 | 5 | 11 | 4% |
| fitness-tracking-app | Advanced | 4 | 150 | 0 | 17 | 3% |
| multi-tenant-crm | Advanced | 6 | 147 | 5 | 12 | 4% |
| url-shortener | Intermediate | 15 | 137 | 0 | 0 | 10% |
| saas-application | Intermediate | 58 | 93 | 0 | 20 | 38% |
| real-estate-website | Intermediate | 31 | 115 | 1 | 5 | 21% |
| ecommerce-store | Advanced | 0 | 146 | 1 | 5 | 0% |
| project-management-tool | Advanced | 2 | 143 | 1 | 5 | 1% |
| url-shortener | Advanced | 1 | 143 | 1 | 7 | 1% |
| multi-tenant-crm | Beginner | 62 | 79 | 12 | 12 | 44% |
| saas-application | Advanced | 11 | 128 | 14 | 17 | 8% |
| chat-application | Advanced | 6 | 133 | 5 | 8 | 4% |
| saas-application | Beginner | 85 | 53 | 4 | 26 | 62% |
| url-shortener | Beginner | 61 | 76 | 0 | 15 | 45% |
| online-learning-platform | Intermediate | 16 | 121 | 5 | 10 | 12% |
| job-board | Beginner | 61 | 75 | 9 | 26 | 45% |
| multi-tenant-crm | Intermediate | 14 | 122 | 2 | 14 | 10% |
| fitness-tracking-app | Intermediate | 53 | 81 | 0 | 18 | 40% |
| project-management-tool | Intermediate | 23 | 111 | 0 | 18 | 17% |
| restaurant-reservation-system | Beginner | 69 | 64 | 0 | 19 | 52% |
| job-board | Intermediate | 16 | 117 | 4 | 15 | 12% |
| online-learning-platform | Beginner | 68 | 63 | 13 | 26 | 52% |
| online-learning-platform | Advanced | 2 | 129 | 3 | 18 | 2% |
| restaurant-reservation-system | Advanced | 7 | 123 | 3 | 18 | 5% |
| blog-platform-cms | Intermediate | 0 | 128 | 23 | 1 | 0% |
| project-management-tool | Beginner | 45 | 82 | 6 | 19 | 35% |
| real-estate-website | Beginner | 82 | 43 | 14 | 13 | 66% |
| social-media-platform | Advanced | 3 | 122 | 9 | 36 | 2% |
| chat-application | Intermediate | 30 | 94 | 0 | 46 | 24% |
| social-media-platform | Intermediate | 19 | 101 | 3 | 29 | 16% |
| social-media-platform | Beginner | 44 | 70 | 2 | 55 | 39% |
| ecommerce-store | Beginner | 22 | 68 | 53 | 8 | 24% |
| chat-application | Beginner | 45 | 35 | 3 | 84 | 56% |
| blog-platform-cms | Beginner | 10 | 70 | 61 | 28 | 13% |
| fitness-tracking-app | Beginner | 63 | 12 | 1 | 94 | 84% |
