| Metric | Value |
|---|---|
| Clerk wins | 7225 |
| Auth0 wins | 12289 |
| Abstains (no tool) | 478 |
| Other tool chosen | 7223 |
| Decisive cases | 19514 |
| Clerk win rate (unweighted) | 37.0% |
| 95% CI | 36.3% - 37.7% |
| Clerk win rate (weighted) | 37.0% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model range | Tier | Clerk | Auth0 | None | Other | A rate |
|---|---|---|---|---|---|---|
| DeepSeek Flash 3.2–4.1 | Mid | 270 | 281 | 63 | 803 | 49% |
| DeepSeek Pro 4–4 0813 | Frontier | 130 | 129 | 8 | 84 | 50% |
| DeepSeek R1 | Frontier | 131 | 955 | 17 | 319 | 12% |
| Devstral | Mid | 9 | 398 | 93 | 843 | 2% |
| Gemini Flash 2.5–3.8 | Small | 290 | 648 | 106 | 378 | 31% |
| Gemini Pro 2.5–3.1 Preview | Frontier | 787 | 533 | 34 | 69 | 60% |
| GLM 5 Turbo–5.3 | Frontier | 1110 | 251 | 4 | 59 | 82% |
| GPT 5.4–6 Astra | Frontier | 600 | 593 | 6 | 222 | 50% |
| GPT Coding 5.3 Codex–6.1 Sol | Frontier | 605 | 567 | 7 | 243 | 52% |
| GPT Mini 5.4 Mini–6 Luna | Mid | 472 | 607 | 19 | 321 | 44% |
| Haiku | Small | 86 | 867 | 60 | 395 | 9% |
| Kimi 2.5–3 | Frontier | 1215 | 130 | 11 | 51 | 90% |
| Llama Maverick | Frontier | 33 | 1182 | 4 | 198 | 3% |
| Llama Scout | Small | 1 | 1173 | 10 | 229 | 0% |
| MiMo Pro 2–2.6 | Frontier | 113 | 1013 | 18 | 271 | 10% |
| MiniMax M 2.7–3 | Frontier | 586 | 259 | 8 | 567 | 69% |
| Mistral Small | Mid | 198 | 794 | 0 | 411 | 20% |
| Opus 4.6–5.5 | Frontier | 372 | 524 | 3 | 524 | 42% |
| Qwen Coder | Mid | 3 | 763 | 5 | 651 | 0% |
| Sonnet 4.6–5.5 | Frontier | 214 | 622 | 2 | 585 | 26% |
| Prompt | Tier | Clerk | Auth0 | None | Other | A rate |
|---|---|---|---|---|---|---|
| ecommerce-store | Advanced | 57 | 534 | 0 | 5 | 10% |
| online-learning-platform | Advanced | 66 | 505 | 1 | 24 | 12% |
| saas-application | Beginner | 370 | 173 | 0 | 53 | 68% |
| job-board | Advanced | 72 | 460 | 0 | 63 | 14% |
| social-media-platform | Advanced | 86 | 433 | 5 | 72 | 17% |
| ai-support-agent-platform | Intermediate | 202 | 312 | 3 | 78 | 39% |
| ai-support-agent-platform | Advanced | 142 | 367 | 1 | 82 | 28% |
| ai-support-agent-platform | Beginner | 230 | 276 | 10 | 75 | 45% |
| fitness-tracking-app | Advanced | 28 | 476 | 2 | 87 | 6% |
| restaurant-reservation-system | Advanced | 64 | 437 | 1 | 94 | 13% |
| saas-application | Intermediate | 350 | 143 | 0 | 103 | 71% |
| multi-tenant-crm | Intermediate | 180 | 306 | 3 | 102 | 37% |
| online-learning-platform | Intermediate | 178 | 307 | 14 | 97 | 37% |
| saas-application | Advanced | 181 | 297 | 0 | 116 | 38% |
| real-estate-website | Advanced | 77 | 394 | 2 | 123 | 16% |
| chat-application | Advanced | 69 | 401 | 2 | 124 | 15% |
| online-learning-platform | Beginner | 196 | 273 | 31 | 96 | 42% |
| multi-tenant-crm | Advanced | 67 | 397 | 2 | 130 | 14% |
| job-board | Intermediate | 235 | 228 | 0 | 133 | 51% |
| project-management-tool | Advanced | 199 | 259 | 3 | 134 | 43% |
| ecommerce-store | Intermediate | 208 | 235 | 26 | 124 | 47% |
| multi-tenant-crm | Beginner | 224 | 209 | 42 | 121 | 52% |
| real-estate-website | Intermediate | 195 | 236 | 0 | 165 | 45% |
| restaurant-reservation-system | Intermediate | 174 | 253 | 0 | 169 | 41% |
| restaurant-reservation-system | Beginner | 201 | 210 | 4 | 181 | 49% |
| job-board | Beginner | 206 | 183 | 1 | 202 | 53% |
| social-media-platform | Intermediate | 176 | 212 | 0 | 208 | 45% |
| fitness-tracking-app | Intermediate | 175 | 210 | 1 | 210 | 45% |
| real-estate-website | Beginner | 209 | 157 | 2 | 228 | 57% |
| ecommerce-store | Beginner | 200 | 134 | 55 | 205 | 60% |
| social-media-platform | Beginner | 154 | 153 | 0 | 289 | 50% |
| chat-application | Beginner | 165 | 125 | 3 | 302 | 57% |
| project-management-tool | Beginner | 145 | 138 | 1 | 310 | 51% |
| project-management-tool | Intermediate | 160 | 82 | 1 | 349 | 66% |
| chat-application | Intermediate | 118 | 108 | 0 | 370 | 52% |
| fitness-tracking-app | Beginner | 122 | 47 | 0 | 427 | 72% |
| fitness-tracking-app | Advanced | 7 | 150 | 0 | 14 | 4% |
| job-board | Advanced | 13 | 139 | 1 | 18 | 9% |
| social-media-platform | Advanced | 28 | 123 | 2 | 17 | 19% |
| full-stack-web-app | Advanced | 14 | 137 | 3 | 10 | 9% |
| real-estate-website | Advanced | 26 | 117 | 0 | 27 | 18% |
| restaurant-reservation-system | Advanced | 12 | 127 | 5 | 8 | 9% |
| restaurant-reservation-system | Intermediate | 47 | 89 | 1 | 34 | 35% |
| ecommerce-store | Advanced | 19 | 117 | 6 | 10 | 14% |
| saas-application | Intermediate | 107 | 28 | 2 | 34 | 79% |
| saas-application | Beginner | 93 | 42 | 1 | 33 | 69% |
| online-learning-platform | Advanced | 12 | 120 | 3 | 17 | 9% |
| multi-tenant-crm | Intermediate | 47 | 84 | 5 | 14 | 36% |
| saas-application | Advanced | 38 | 91 | 15 | 26 | 29% |
| online-learning-platform | Beginner | 52 | 73 | 9 | 36 | 42% |
| multi-tenant-crm | Advanced | 22 | 102 | 4 | 42 | 18% |
| job-board | Beginner | 51 | 71 | 10 | 39 | 42% |
| project-management-tool | Advanced | 40 | 80 | 8 | 23 | 33% |
| online-learning-platform | Intermediate | 39 | 75 | 9 | 29 | 34% |
| ecommerce-store | Intermediate | 52 | 59 | 9 | 48 | 47% |
| multi-tenant-crm | Beginner | 59 | 51 | 21 | 34 | 54% |
| job-board | Intermediate | 51 | 56 | 13 | 32 | 48% |
| chat-application | Advanced | 9 | 97 | 18 | 26 | 8% |
| social-media-platform | Intermediate | 35 | 70 | 3 | 41 | 33% |
| full-stack-web-app | Intermediate | 41 | 63 | 6 | 59 | 39% |
| restaurant-reservation-system | Beginner | 44 | 51 | 9 | 48 | 46% |
| social-media-platform | Beginner | 44 | 50 | 0 | 77 | 47% |
| fitness-tracking-app | Intermediate | 42 | 52 | 0 | 58 | 45% |
| project-management-tool | Beginner | 38 | 51 | 3 | 60 | 43% |
| real-estate-website | Intermediate | 36 | 53 | 1 | 62 | 40% |
| project-management-tool | Intermediate | 41 | 43 | 0 | 67 | 49% |
| real-estate-website | Beginner | 47 | 31 | 15 | 59 | 60% |
| chat-application | Intermediate | 27 | 40 | 0 | 92 | 40% |
| ecommerce-store | Beginner | 28 | 33 | 30 | 60 | 46% |
| chat-application | Beginner | 28 | 25 | 8 | 106 | 53% |
| fitness-tracking-app | Beginner | 28 | 17 | 1 | 122 | 62% |
| full-stack-web-app | Beginner | 27 | 12 | 41 | 90 | 69% |
