| Metric | Value |
|---|---|
| Supabase wins | 3196 |
| Clerk wins | 7225 |
| Abstains (no tool) | 478 |
| Other tool chosen | 16316 |
| Decisive cases | 10421 |
| Supabase win rate (unweighted) | 30.7% |
| 95% CI | 29.8% - 31.6% |
| Supabase win rate (weighted) | 30.7% |
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 | 699 | 270 | 63 | 385 | 72% |
| DeepSeek Pro 4–4 0813 | Frontier | 52 | 130 | 8 | 161 | 29% |
| DeepSeek R1 | Frontier | 68 | 131 | 17 | 1206 | 34% |
| Devstral | Mid | 6 | 9 | 93 | 1235 | 40% |
| Gemini Flash 2.5–3.8 | Small | 66 | 290 | 106 | 960 | 19% |
| Gemini Pro 2.5–3.1 Preview | Frontier | 19 | 787 | 34 | 583 | 2% |
| GLM 5 Turbo–5.3 | Frontier | 41 | 1110 | 4 | 269 | 4% |
| GPT 5.4–6 Astra | Frontier | 134 | 600 | 6 | 681 | 18% |
| GPT Coding 5.3 Codex–6.1 Sol | Frontier | 213 | 605 | 7 | 597 | 26% |
| GPT Mini 5.4 Mini–6 Luna | Mid | 229 | 472 | 19 | 699 | 33% |
| Haiku | Small | 178 | 86 | 60 | 1084 | 67% |
| Kimi 2.5–3 | Frontier | 27 | 1215 | 11 | 154 | 2% |
| Llama Maverick | Frontier | 2 | 33 | 4 | 1378 | 6% |
| Llama Scout | Small | 5 | 1 | 10 | 1397 | 83% |
| MiMo Pro 2–2.6 | Frontier | 81 | 113 | 18 | 1203 | 42% |
| MiniMax M 2.7–3 | Frontier | 294 | 586 | 8 | 532 | 33% |
| Mistral Small | Mid | 157 | 198 | 0 | 1048 | 44% |
| Opus 4.6–5.5 | Frontier | 182 | 372 | 3 | 866 | 33% |
| Qwen Coder | Mid | 253 | 3 | 5 | 1161 | 99% |
| Sonnet 4.6–5.5 | Frontier | 490 | 214 | 2 | 717 | 70% |
| Prompt | Tier | Supabase | Clerk | None | Other | A rate |
|---|---|---|---|---|---|---|
| saas-application | Intermediate | 81 | 350 | 0 | 165 | 19% |
| saas-application | Beginner | 33 | 370 | 0 | 193 | 8% |
| project-management-tool | Intermediate | 227 | 160 | 1 | 204 | 59% |
| real-estate-website | Beginner | 155 | 209 | 2 | 230 | 43% |
| job-board | Beginner | 154 | 206 | 1 | 231 | 43% |
| project-management-tool | Beginner | 191 | 145 | 1 | 257 | 57% |
| multi-tenant-crm | Beginner | 98 | 224 | 42 | 232 | 30% |
| job-board | Intermediate | 83 | 235 | 0 | 278 | 26% |
| restaurant-reservation-system | Beginner | 110 | 201 | 4 | 281 | 35% |
| real-estate-website | Intermediate | 90 | 195 | 0 | 311 | 32% |
| restaurant-reservation-system | Intermediate | 110 | 174 | 0 | 312 | 39% |
| chat-application | Intermediate | 161 | 118 | 0 | 317 | 58% |
| ai-support-agent-platform | Beginner | 48 | 230 | 10 | 303 | 17% |
| project-management-tool | Advanced | 66 | 199 | 3 | 327 | 25% |
| social-media-platform | Beginner | 107 | 154 | 0 | 335 | 41% |
| ai-support-agent-platform | Intermediate | 58 | 202 | 3 | 332 | 22% |
| online-learning-platform | Beginner | 55 | 196 | 31 | 314 | 22% |
| fitness-tracking-app | Intermediate | 75 | 175 | 1 | 345 | 30% |
| social-media-platform | Intermediate | 69 | 176 | 0 | 351 | 28% |
| ecommerce-store | Beginner | 45 | 200 | 55 | 294 | 18% |
| multi-tenant-crm | Intermediate | 64 | 180 | 3 | 344 | 26% |
| chat-application | Beginner | 69 | 165 | 3 | 358 | 29% |
| online-learning-platform | Intermediate | 50 | 178 | 14 | 354 | 22% |
| fitness-tracking-app | Beginner | 102 | 122 | 0 | 372 | 46% |
| ecommerce-store | Intermediate | 13 | 208 | 26 | 346 | 6% |
| saas-application | Advanced | 13 | 181 | 0 | 400 | 7% |
| ai-support-agent-platform | Advanced | 48 | 142 | 1 | 401 | 25% |
| real-estate-website | Advanced | 79 | 77 | 2 | 438 | 51% |
| restaurant-reservation-system | Advanced | 63 | 64 | 1 | 468 | 50% |
| saas-application | Intermediate | 16 | 107 | 2 | 46 | 13% |
| saas-application | Beginner | 21 | 93 | 1 | 54 | 18% |
| chat-application | Advanced | 40 | 69 | 2 | 485 | 37% |
| social-media-platform | Advanced | 21 | 86 | 5 | 484 | 20% |
| multi-tenant-crm | Beginner | 29 | 59 | 21 | 56 | 33% |
| multi-tenant-crm | Advanced | 19 | 67 | 2 | 508 | 22% |
| job-board | Advanced | 14 | 72 | 0 | 509 | 16% |
| real-estate-website | Beginner | 29 | 47 | 15 | 61 | 38% |
| project-management-tool | Intermediate | 32 | 41 | 0 | 78 | 44% |
| online-learning-platform | Advanced | 7 | 66 | 1 | 522 | 10% |
| 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% |
| fitness-tracking-app | Advanced | 41 | 28 | 2 | 522 | 59% |
| restaurant-reservation-system | Beginner | 25 | 44 | 9 | 74 | 36% |
| online-learning-platform | Beginner | 16 | 52 | 9 | 93 | 24% |
| chat-application | Intermediate | 39 | 27 | 0 | 93 | 59% |
| social-media-platform | Beginner | 19 | 44 | 0 | 108 | 30% |
| ecommerce-store | Advanced | 2 | 57 | 0 | 537 | 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% |
| full-stack-web-app | Intermediate | 2 | 41 | 6 | 120 | 5% |
| multi-tenant-crm | Advanced | 17 | 22 | 4 | 127 | 44% |
| ecommerce-store | Beginner | 11 | 28 | 30 | 82 | 28% |
| full-stack-web-app | Beginner | 8 | 27 | 41 | 94 | 23% |
| 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 | 14 | 3 | 147 | 0% |
