| Metric | Value |
|---|---|
| Supabase wins | 2284 |
| Clerk wins | 4585 |
| Abstains (no tool) | 310 |
| Other tool chosen | 11727 |
| Decisive cases | 6869 |
| Supabase win rate (unweighted) | 33.3% |
| 95% CI | 32.1% - 34.4% |
| Supabase win rate (weighted) | 33.3% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Supabase | Clerk | None | Other | A rate |
|---|---|---|---|---|---|---|
| Kimi K2.5 | Frontier | 8 | 845 | 8 | 81 | 1% |
| DeepSeek V3.2 | Mid | 559 | 181 | 48 | 167 | 76% |
| GLM 5 Turbo | Frontier | 10 | 728 | 1 | 218 | 1% |
| GPT 5.3 Codex | Frontier | 133 | 451 | 2 | 410 | 23% |
| Gemini 2.5 Pro | Frontier | 11 | 545 | 25 | 414 | 2% |
| MiniMax M2.7 | Frontier | 254 | 269 | 5 | 426 | 49% |
| Claude Sonnet 4.6 | Frontier | 374 | 124 | 0 | 498 | 75% |
| GPT 5.4 Mini | Mid | 168 | 325 | 7 | 495 | 34% |
| GPT 5.4 | Frontier | 69 | 383 | 4 | 501 | 15% |
| Claude Opus 4.6 | Frontier | 121 | 182 | 3 | 651 | 40% |
| Mistral Small 4 | Mid | 102 | 146 | 0 | 735 | 41% |
| Claude Haiku 4.5 | Small | 123 | 59 | 32 | 771 | 68% |
| Qwen3 Coder Next | Mid | 172 | 3 | 4 | 816 | 98% |
| DeepSeek R1 0528 | Frontier | 50 | 94 | 7 | 843 | 35% |
| MiMo V2 Pro | Frontier | 44 | 24 | 9 | 880 | 65% |
| Gemini 2.5 Flash | Small | 45 | 4 | 81 | 827 | 92% |
| GLM 5.2 | Frontier | 0 | 37 | 0 | 2 | 0% |
| Gemini 3.5 Flash | Small | 0 | 33 | 1 | 5 | 0% |
| MiniMax M3 | Frontier | 0 | 32 | 0 | 7 | 0% |
| Kimi K2.7 Code | Frontier | 2 | 29 | 1 | 7 | 6% |
| GPT 5.5 | Frontier | 1 | 25 | 0 | 12 | 4% |
| Llama 4 Maverick | Frontier | 2 | 23 | 3 | 967 | 8% |
| Claude Opus 4.8 | Frontier | 5 | 17 | 0 | 17 | 23% |
| DeepSeek V4 Pro | Frontier | 10 | 9 | 2 | 18 | 53% |
| DeepSeek V4 Flash | Mid | 11 | 5 | 0 | 21 | 69% |
| Devstral 2 2512 | Mid | 5 | 6 | 63 | 920 | 45% |
| MiMo V2.5 Pro | Frontier | 3 | 5 | 0 | 30 | 38% |
| Llama 4 Scout | Small | 2 | 1 | 4 | 988 | 67% |
| Prompt | Tier | Supabase | Clerk | None | Other | A rate |
|---|---|---|---|---|---|---|
| saas-application | Intermediate | 64 | 242 | 0 | 132 | 21% |
| saas-application | Beginner | 29 | 256 | 0 | 153 | 10% |
| project-management-tool | Intermediate | 159 | 112 | 1 | 162 | 59% |
| real-estate-website | Beginner | 115 | 142 | 2 | 179 | 45% |
| job-board | Beginner | 121 | 134 | 1 | 178 | 47% |
| project-management-tool | Beginner | 131 | 104 | 1 | 201 | 56% |
| multi-tenant-crm | Beginner | 74 | 147 | 36 | 181 | 33% |
| job-board | Intermediate | 62 | 157 | 0 | 219 | 28% |
| restaurant-reservation-system | Beginner | 74 | 136 | 4 | 224 | 35% |
| real-estate-website | Intermediate | 70 | 123 | 0 | 245 | 36% |
| chat-application | Intermediate | 112 | 78 | 0 | 248 | 59% |
| restaurant-reservation-system | Intermediate | 81 | 109 | 0 | 248 | 43% |
| ai-support-agent-platform | Beginner | 31 | 157 | 8 | 238 | 16% |
| project-management-tool | Advanced | 51 | 134 | 2 | 250 | 28% |
| social-media-platform | Beginner | 78 | 101 | 0 | 259 | 44% |
| fitness-tracking-app | Intermediate | 59 | 112 | 1 | 266 | 35% |
| ai-support-agent-platform | Intermediate | 34 | 137 | 3 | 263 | 20% |
| online-learning-platform | Beginner | 45 | 122 | 23 | 248 | 27% |
| ecommerce-store | Beginner | 25 | 136 | 49 | 226 | 16% |
| social-media-platform | Intermediate | 51 | 108 | 0 | 279 | 32% |
| multi-tenant-crm | Intermediate | 50 | 109 | 3 | 271 | 31% |
| chat-application | Beginner | 55 | 100 | 3 | 279 | 35% |
| online-learning-platform | Intermediate | 39 | 110 | 14 | 275 | 26% |
| ecommerce-store | Intermediate | 9 | 139 | 24 | 265 | 6% |
| saas-application | Advanced | 13 | 130 | 0 | 293 | 9% |
| fitness-tracking-app | Beginner | 62 | 79 | 0 | 297 | 44% |
| ai-support-agent-platform | Advanced | 30 | 96 | 0 | 309 | 24% |
| real-estate-website | Advanced | 65 | 35 | 2 | 336 | 65% |
| restaurant-reservation-system | Advanced | 53 | 34 | 1 | 350 | 61% |
| social-media-platform | Advanced | 20 | 58 | 3 | 357 | 26% |
| chat-application | Advanced | 33 | 39 | 2 | 364 | 46% |
| saas-application | Intermediate | 11 | 61 | 0 | 23 | 15% |
| saas-application | Beginner | 12 | 51 | 1 | 31 | 19% |
| multi-tenant-crm | Advanced | 18 | 39 | 1 | 380 | 32% |
| job-board | Advanced | 13 | 39 | 0 | 385 | 25% |
| multi-tenant-crm | Beginner | 17 | 31 | 14 | 30 | 35% |
| real-estate-website | Beginner | 17 | 31 | 9 | 38 | 35% |
| fitness-tracking-app | Advanced | 38 | 9 | 1 | 387 | 81% |
| ecommerce-store | Advanced | 1 | 46 | 0 | 391 | 2% |
| project-management-tool | Beginner | 22 | 24 | 1 | 48 | 48% |
| fitness-tracking-app | Intermediate | 20 | 26 | 0 | 49 | 43% |
| project-management-tool | Intermediate | 18 | 26 | 0 | 51 | 41% |
| restaurant-reservation-system | Beginner | 14 | 27 | 6 | 48 | 34% |
| multi-tenant-crm | Intermediate | 8 | 31 | 3 | 52 | 21% |
| job-board | Beginner | 13 | 24 | 4 | 54 | 35% |
| online-learning-platform | Advanced | 5 | 32 | 1 | 400 | 14% |
| chat-application | Intermediate | 21 | 15 | 0 | 53 | 58% |
| job-board | Intermediate | 4 | 32 | 8 | 51 | 11% |
| project-management-tool | Advanced | 13 | 22 | 3 | 56 | 37% |
| real-estate-website | Intermediate | 13 | 22 | 1 | 59 | 37% |
| social-media-platform | Beginner | 10 | 25 | 0 | 60 | 29% |
| online-learning-platform | Beginner | 7 | 28 | 5 | 55 | 20% |
| chat-application | Beginner | 17 | 16 | 4 | 58 | 52% |
| restaurant-reservation-system | Intermediate | 5 | 28 | 0 | 62 | 15% |
| ecommerce-store | Intermediate | 1 | 29 | 5 | 60 | 3% |
| fitness-tracking-app | Beginner | 11 | 17 | 0 | 67 | 39% |
| social-media-platform | Intermediate | 7 | 21 | 1 | 64 | 25% |
| online-learning-platform | Intermediate | 4 | 24 | 5 | 62 | 14% |
| ecommerce-store | Beginner | 6 | 20 | 21 | 47 | 23% |
| saas-application | Advanced | 4 | 21 | 10 | 60 | 16% |
| multi-tenant-crm | Advanced | 11 | 12 | 1 | 71 | 48% |
| real-estate-website | Advanced | 4 | 13 | 0 | 78 | 24% |
| social-media-platform | Advanced | 3 | 14 | 0 | 78 | 18% |
| restaurant-reservation-system | Advanced | 5 | 7 | 2 | 81 | 42% |
| chat-application | Advanced | 5 | 6 | 10 | 72 | 45% |
| online-learning-platform | Advanced | 2 | 9 | 1 | 83 | 18% |
| job-board | Advanced | 2 | 8 | 0 | 85 | 20% |
| ecommerce-store | Advanced | 0 | 10 | 2 | 83 | 0% |
| fitness-tracking-app | Advanced | 6 | 3 | 0 | 86 | 67% |
| full-stack-web-app | Intermediate | 0 | 6 | 1 | 13 | 0% |
| full-stack-web-app | Beginner | 1 | 2 | 5 | 7 | 33% |
| full-stack-web-app | Advanced | 0 | 2 | 1 | 14 | 0% |
