| Metric | Value |
|---|---|
| Supabase wins | 3088 |
| Clerk wins | 6950 |
| Abstains (no tool) | 469 |
| Other tool chosen | 15896 |
| Decisive cases | 10038 |
| Supabase win rate (unweighted) | 30.8% |
| 95% CI | 29.9% - 31.7% |
| Supabase win rate (weighted) | 30.8% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model range | Tier | Supabase | Clerk | None | Other | A rate |
|---|---|---|---|---|---|---|
| DeepSeek Flash 3.2–4.1 | Mid | 694 | 258 | 63 | 358 | 73% |
| DeepSeek Pro 4–4 0813 | Frontier | 46 | 119 | 8 | 139 | 28% |
| DeepSeek R1 | Frontier | 66 | 130 | 17 | 1170 | 34% |
| Devstral | Mid | 6 | 9 | 92 | 1193 | 40% |
| Gemini Flash 2.5–3.8 | Small | 66 | 259 | 105 | 952 | 20% |
| Gemini Pro 2.5–3.1 Preview | Frontier | 19 | 756 | 34 | 573 | 2% |
| GLM 5 Turbo–5.3 | Frontier | 28 | 1096 | 2 | 259 | 2% |
| GPT 5.4–6 Astra | Frontier | 115 | 594 | 6 | 664 | 16% |
| GPT Coding 5.3 Codex–6.1 Sol | Frontier | 196 | 597 | 7 | 583 | 25% |
| GPT Mini 5.4 Mini–6 Luna | Mid | 224 | 452 | 18 | 686 | 33% |
| Haiku | Small | 169 | 82 | 60 | 1050 | 67% |
| Kimi 2.5–3 | Frontier | 25 | 1182 | 10 | 150 | 2% |
| Llama Maverick | Frontier | 2 | 32 | 4 | 1337 | 6% |
| Llama Scout | Small | 4 | 1 | 10 | 1359 | 80% |
| MiMo Pro 2–2.6 | Frontier | 80 | 88 | 17 | 1190 | 48% |
| MiniMax M 2.7–3 | Frontier | 290 | 556 | 7 | 527 | 34% |
| Mistral Small | Mid | 154 | 196 | 0 | 1014 | 44% |
| Opus 4.6–5.5 | Frontier | 176 | 346 | 3 | 857 | 34% |
| Qwen Coder | Mid | 244 | 3 | 5 | 1131 | 99% |
| Sonnet 4.6–5.5 | Frontier | 484 | 194 | 1 | 704 | 71% |
| Prompt | Tier | Supabase | Clerk | None | Other | A rate |
|---|---|---|---|---|---|---|
| saas-application | Intermediate | 80 | 334 | 0 | 162 | 19% |
| saas-application | Beginner | 32 | 358 | 0 | 186 | 8% |
| project-management-tool | Intermediate | 218 | 154 | 1 | 199 | 59% |
| real-estate-website | Beginner | 148 | 204 | 2 | 222 | 42% |
| job-board | Beginner | 149 | 196 | 1 | 226 | 43% |
| project-management-tool | Beginner | 179 | 142 | 1 | 252 | 56% |
| multi-tenant-crm | Beginner | 95 | 214 | 41 | 226 | 31% |
| job-board | Intermediate | 78 | 226 | 0 | 271 | 26% |
| restaurant-reservation-system | Beginner | 106 | 193 | 4 | 273 | 35% |
| restaurant-reservation-system | Intermediate | 105 | 166 | 0 | 305 | 39% |
| real-estate-website | Intermediate | 85 | 186 | 0 | 305 | 31% |
| chat-application | Intermediate | 155 | 111 | 0 | 310 | 58% |
| ai-support-agent-platform | Beginner | 45 | 220 | 9 | 296 | 17% |
| project-management-tool | Advanced | 63 | 189 | 2 | 321 | 25% |
| social-media-platform | Beginner | 103 | 146 | 0 | 327 | 41% |
| ai-support-agent-platform | Intermediate | 53 | 193 | 3 | 326 | 22% |
| online-learning-platform | Beginner | 53 | 187 | 31 | 305 | 22% |
| fitness-tracking-app | Intermediate | 72 | 166 | 1 | 337 | 30% |
| ecommerce-store | Beginner | 44 | 191 | 54 | 285 | 19% |
| social-media-platform | Intermediate | 65 | 168 | 0 | 343 | 28% |
| multi-tenant-crm | Intermediate | 62 | 168 | 3 | 338 | 27% |
| chat-application | Beginner | 66 | 156 | 3 | 350 | 30% |
| online-learning-platform | Intermediate | 47 | 168 | 14 | 347 | 22% |
| fitness-tracking-app | Beginner | 94 | 118 | 0 | 364 | 44% |
| ecommerce-store | Intermediate | 12 | 199 | 26 | 336 | 6% |
| saas-application | Advanced | 13 | 174 | 0 | 387 | 7% |
| ai-support-agent-platform | Advanced | 47 | 134 | 1 | 390 | 26% |
| real-estate-website | Advanced | 79 | 71 | 2 | 424 | 53% |
| restaurant-reservation-system | Advanced | 63 | 61 | 1 | 451 | 51% |
| saas-application | Intermediate | 16 | 107 | 2 | 46 | 13% |
| saas-application | Beginner | 21 | 93 | 1 | 54 | 18% |
| chat-application | Advanced | 40 | 65 | 2 | 469 | 38% |
| social-media-platform | Advanced | 21 | 83 | 4 | 468 | 20% |
| multi-tenant-crm | Beginner | 29 | 59 | 21 | 56 | 33% |
| multi-tenant-crm | Advanced | 19 | 64 | 2 | 491 | 23% |
| job-board | Advanced | 14 | 65 | 0 | 496 | 18% |
| real-estate-website | Beginner | 29 | 47 | 15 | 61 | 38% |
| project-management-tool | Intermediate | 32 | 41 | 0 | 78 | 44% |
| project-management-tool | Beginner | 34 | 38 | 3 | 77 | 47% |
| fitness-tracking-app | Intermediate | 30 | 42 | 0 | 80 | 42% |
| job-board | Beginner | 20 | 51 | 10 | 90 | 28% |
| restaurant-reservation-system | Beginner | 25 | 44 | 9 | 74 | 36% |
| online-learning-platform | Beginner | 16 | 52 | 9 | 93 | 24% |
| online-learning-platform | Advanced | 7 | 61 | 1 | 507 | 10% |
| chat-application | Intermediate | 39 | 27 | 0 | 93 | 59% |
| fitness-tracking-app | Advanced | 41 | 24 | 2 | 506 | 63% |
| social-media-platform | Beginner | 19 | 44 | 0 | 108 | 30% |
| ecommerce-store | Advanced | 2 | 57 | 0 | 517 | 3% |
| chat-application | Beginner | 30 | 28 | 8 | 101 | 52% |
| project-management-tool | Advanced | 18 | 40 | 8 | 85 | 31% |
| multi-tenant-crm | Intermediate | 10 | 47 | 5 | 88 | 18% |
| restaurant-reservation-system | Intermediate | 10 | 47 | 1 | 113 | 18% |
| job-board | Intermediate | 5 | 51 | 13 | 83 | 9% |
| real-estate-website | Intermediate | 19 | 36 | 1 | 96 | 35% |
| ecommerce-store | Intermediate | 2 | 52 | 9 | 105 | 4% |
| fitness-tracking-app | Beginner | 22 | 28 | 1 | 117 | 44% |
| social-media-platform | Intermediate | 14 | 35 | 3 | 97 | 29% |
| saas-application | Advanced | 10 | 38 | 15 | 107 | 21% |
| online-learning-platform | Intermediate | 6 | 39 | 9 | 98 | 13% |
| multi-tenant-crm | Advanced | 17 | 22 | 4 | 127 | 44% |
| ecommerce-store | Beginner | 11 | 28 | 30 | 82 | 28% |
| full-stack-web-app | Intermediate | 1 | 38 | 6 | 100 | 3% |
| full-stack-web-app | Beginner | 7 | 26 | 37 | 57 | 21% |
| social-media-platform | Advanced | 5 | 28 | 2 | 135 | 15% |
| real-estate-website | Advanced | 6 | 26 | 0 | 138 | 19% |
| ecommerce-store | Advanced | 0 | 19 | 6 | 127 | 0% |
| fitness-tracking-app | Advanced | 11 | 7 | 0 | 153 | 61% |
| chat-application | Advanced | 9 | 9 | 18 | 114 | 50% |
| restaurant-reservation-system | Advanced | 5 | 12 | 5 | 130 | 29% |
| online-learning-platform | Advanced | 3 | 12 | 3 | 134 | 20% |
| job-board | Advanced | 2 | 13 | 1 | 155 | 13% |
| full-stack-web-app | Advanced | 0 | 12 | 3 | 126 | 0% |
