| Metric | Value |
|---|---|
| Supabase wins | 5732 |
| PostgreSQL wins | 12508 |
| Abstains (no tool) | 746 |
| Other tool chosen | 4426 |
| Decisive cases | 18240 |
| Supabase win rate (unweighted) | 31.4% |
| 95% CI | 30.8% - 32.1% |
| Supabase win rate (weighted) | 31.4% |
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 | 206 | 985 | 11 | 31 | 17% |
| Claude Sonnet 4.6 | Frontier | 716 | 454 | 0 | 66 | 61% |
| Claude Haiku 4.5 | Small | 202 | 966 | 6 | 50 | 17% |
| DeepSeek V3.2 | Mid | 659 | 402 | 85 | 37 | 62% |
| Claude Opus 4.6 | Frontier | 309 | 711 | 31 | 132 | 30% |
| MiniMax M2.7 | Frontier | 299 | 708 | 28 | 143 | 30% |
| GPT 5.4 | Frontier | 212 | 794 | 11 | 166 | 21% |
| Qwen3 Coder Next | Mid | 568 | 423 | 13 | 224 | 57% |
| Mistral Small 4 | Mid | 493 | 454 | 4 | 256 | 52% |
| Gemini 2.5 Flash | Small | 43 | 900 | 83 | 155 | 5% |
| Gemini 2.5 Pro | Frontier | 318 | 624 | 58 | 234 | 34% |
| Llama 4 Maverick | Frontier | 27 | 909 | 86 | 206 | 3% |
| MiMo V2 Pro | Frontier | 99 | 812 | 29 | 244 | 11% |
| DeepSeek R1 0528 | Frontier | 126 | 738 | 42 | 326 | 15% |
| Llama 4 Scout | Small | 1 | 863 | 19 | 347 | 0% |
| Kimi K2.5 | Frontier | 671 | 157 | 29 | 303 | 81% |
| GLM 5 Turbo | Frontier | 194 | 618 | 46 | 327 | 24% |
| Devstral 2 2512 | Mid | 52 | 591 | 154 | 439 | 8% |
| GPT 5.3 Codex | Frontier | 366 | 214 | 4 | 650 | 63% |
| Gemini 3.5 Flash | Small | 28 | 20 | 1 | 2 | 58% |
| Claude Opus 4.8 | Frontier | 12 | 35 | 0 | 3 | 26% |
| MiniMax M3 | Frontier | 27 | 19 | 0 | 5 | 59% |
| DeepSeek V4 Flash | Mid | 20 | 24 | 1 | 4 | 45% |
| MiMo V2.5 Pro | Frontier | 12 | 27 | 1 | 9 | 31% |
| DeepSeek V4 Pro | Frontier | 23 | 14 | 1 | 13 | 62% |
| Kimi K2.7 Code | Frontier | 19 | 17 | 2 | 12 | 53% |
| GLM 5.2 | Frontier | 12 | 23 | 0 | 16 | 34% |
| GPT 5.5 | Frontier | 18 | 6 | 1 | 26 | 75% |
| Prompt | Tier | Supabase | PostgreSQL | None | Other | A rate |
|---|---|---|---|---|---|---|
| blog-platform-cms | Advanced | 14 | 419 | 1 | 2 | 3% |
| ecommerce-store | Advanced | 0 | 410 | 1 | 27 | 0% |
| online-learning-platform | Advanced | 28 | 360 | 3 | 47 | 7% |
| multi-tenant-crm | Intermediate | 104 | 282 | 1 | 47 | 27% |
| job-board | Intermediate | 126 | 254 | 0 | 58 | 33% |
| online-learning-platform | Intermediate | 82 | 296 | 15 | 45 | 22% |
| job-board | Beginner | 196 | 179 | 0 | 63 | 52% |
| real-estate-website | Intermediate | 135 | 240 | 0 | 61 | 36% |
| restaurant-reservation-system | Advanced | 68 | 305 | 2 | 63 | 18% |
| project-management-tool | Advanced | 11 | 362 | 2 | 62 | 3% |
| job-board | Advanced | 34 | 337 | 0 | 66 | 9% |
| real-estate-website | Advanced | 60 | 309 | 2 | 65 | 16% |
| saas-application | Beginner | 244 | 122 | 0 | 72 | 67% |
| restaurant-reservation-system | Beginner | 220 | 146 | 2 | 70 | 60% |
| chat-application | Advanced | 37 | 329 | 1 | 71 | 10% |
| fitness-tracking-app | Intermediate | 189 | 175 | 0 | 73 | 52% |
| saas-application | Advanced | 59 | 303 | 2 | 70 | 16% |
| ai-support-agent-platform | Intermediate | 249 | 112 | 4 | 71 | 69% |
| url-shortener | Intermediate | 113 | 247 | 0 | 77 | 31% |
| multi-tenant-crm | Beginner | 196 | 162 | 37 | 35 | 55% |
| real-estate-website | Beginner | 263 | 93 | 10 | 71 | 74% |
| blog-platform-cms | Intermediate | 46 | 309 | 60 | 23 | 13% |
| ai-support-agent-platform | Beginner | 255 | 96 | 15 | 66 | 73% |
| restaurant-reservation-system | Intermediate | 133 | 218 | 0 | 87 | 38% |
| online-learning-platform | Beginner | 163 | 181 | 26 | 68 | 47% |
| ai-revenue-ops-copilot | Intermediate | 93 | 245 | 5 | 85 | 28% |
| ecommerce-store | Intermediate | 27 | 307 | 77 | 27 | 8% |
| project-management-tool | Intermediate | 155 | 173 | 1 | 106 | 47% |
| saas-application | Intermediate | 179 | 146 | 1 | 110 | 55% |
| ai-support-agent-platform | Advanced | 145 | 176 | 2 | 107 | 45% |
| project-management-tool | Beginner | 174 | 145 | 0 | 119 | 55% |
| fitness-tracking-app | Advanced | 42 | 276 | 1 | 115 | 13% |
| url-shortener | Advanced | 7 | 308 | 0 | 120 | 2% |
| multi-tenant-crm | Advanced | 32 | 282 | 3 | 120 | 10% |
| social-media-platform | Beginner | 138 | 170 | 0 | 129 | 45% |
| url-shortener | Beginner | 141 | 158 | 11 | 128 | 47% |
| chat-application | Intermediate | 124 | 174 | 3 | 137 | 42% |
| ai-revenue-ops-copilot | Beginner | 199 | 93 | 0 | 131 | 68% |
| social-media-platform | Intermediate | 72 | 212 | 0 | 145 | 25% |
| ecommerce-store | Beginner | 73 | 190 | 124 | 49 | 28% |
| ai-revenue-ops-copilot | Advanced | 67 | 191 | 5 | 159 | 26% |
| chat-application | Beginner | 118 | 110 | 13 | 193 | 52% |
| social-media-platform | Advanced | 21 | 207 | 3 | 204 | 9% |
| blog-platform-cms | Beginner | 89 | 136 | 147 | 65 | 40% |
| fitness-tracking-app | Beginner | 167 | 23 | 0 | 248 | 88% |
| url-shortener | Intermediate | 10 | 85 | 0 | 0 | 11% |
| ecommerce-store | Intermediate | 6 | 87 | 2 | 0 | 6% |
| blog-platform-cms | Advanced | 1 | 91 | 3 | 0 | 1% |
| real-estate-website | Intermediate | 21 | 70 | 1 | 3 | 23% |
| project-management-tool | Advanced | 1 | 90 | 0 | 3 | 1% |
| url-shortener | Advanced | 0 | 90 | 0 | 5 | 0% |
| real-estate-website | Advanced | 3 | 86 | 0 | 6 | 3% |
| ecommerce-store | Advanced | 0 | 89 | 1 | 5 | 0% |
| url-shortener | Beginner | 38 | 50 | 0 | 7 | 43% |
| restaurant-reservation-system | Intermediate | 20 | 68 | 0 | 7 | 23% |
| fitness-tracking-app | Intermediate | 34 | 53 | 0 | 8 | 39% |
| multi-tenant-crm | Intermediate | 10 | 77 | 2 | 6 | 11% |
| chat-application | Advanced | 4 | 82 | 4 | 5 | 5% |
| job-board | Advanced | 4 | 82 | 2 | 7 | 5% |
| restaurant-reservation-system | Advanced | 7 | 78 | 0 | 10 | 8% |
| fitness-tracking-app | Advanced | 3 | 82 | 0 | 10 | 4% |
| multi-tenant-crm | Advanced | 3 | 82 | 3 | 7 | 4% |
| restaurant-reservation-system | Beginner | 43 | 41 | 0 | 11 | 51% |
| saas-application | Intermediate | 31 | 53 | 0 | 11 | 37% |
| online-learning-platform | Intermediate | 10 | 74 | 3 | 8 | 12% |
| job-board | Intermediate | 11 | 72 | 1 | 11 | 13% |
| project-management-tool | Intermediate | 12 | 70 | 0 | 13 | 15% |
| online-learning-platform | Advanced | 2 | 79 | 2 | 12 | 2% |
| blog-platform-cms | Intermediate | 0 | 81 | 13 | 1 | 0% |
| project-management-tool | Beginner | 27 | 52 | 3 | 13 | 34% |
| real-estate-website | Beginner | 52 | 26 | 9 | 8 | 67% |
| job-board | Beginner | 35 | 42 | 4 | 14 | 45% |
| multi-tenant-crm | Beginner | 35 | 42 | 8 | 7 | 45% |
| social-media-platform | Intermediate | 11 | 64 | 2 | 18 | 15% |
| saas-application | Beginner | 42 | 32 | 1 | 19 | 57% |
| saas-application | Advanced | 5 | 69 | 12 | 9 | 7% |
| social-media-platform | Advanced | 2 | 70 | 4 | 19 | 3% |
| online-learning-platform | Beginner | 37 | 33 | 9 | 16 | 53% |
| chat-application | Intermediate | 21 | 46 | 0 | 28 | 31% |
| social-media-platform | Beginner | 23 | 39 | 1 | 32 | 37% |
| ecommerce-store | Beginner | 14 | 38 | 36 | 6 | 27% |
| chat-application | Beginner | 23 | 20 | 1 | 51 | 53% |
| blog-platform-cms | Beginner | 5 | 37 | 38 | 15 | 12% |
| fitness-tracking-app | Beginner | 34 | 6 | 0 | 55 | 85% |
| ai-agent-application | Intermediate | 0 | 20 | 0 | 0 | 0% |
| full-stack-web-app | Advanced | 0 | 20 | 0 | 0 | 0% |
| ai-agent-application | Beginner | 3 | 16 | 1 | 0 | 16% |
| full-stack-web-app | Beginner | 1 | 18 | 0 | 1 | 5% |
| ai-agent-application | Advanced | 0 | 19 | 0 | 1 | 0% |
| full-stack-web-app | Intermediate | 0 | 19 | 0 | 1 | 0% |
