| Metric | Value |
|---|---|
| Clerk wins | 6950 |
| Auth0 wins | 12009 |
| Abstains (no tool) | 469 |
| Other tool chosen | 6975 |
| Decisive cases | 18959 |
| Clerk win rate (unweighted) | 36.7% |
| 95% CI | 36.0% - 37.3% |
| Clerk win rate (weighted) | 36.7% |
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 | 258 | 260 | 63 | 792 | 50% |
| DeepSeek Pro 4–4 0813 | Frontier | 119 | 110 | 8 | 75 | 52% |
| DeepSeek R1 | Frontier | 130 | 928 | 17 | 308 | 12% |
| Devstral | Mid | 9 | 383 | 92 | 816 | 2% |
| Gemini Flash 2.5–3.8 | Small | 259 | 643 | 105 | 375 | 29% |
| Gemini Pro 2.5–3.1 Preview | Frontier | 756 | 525 | 34 | 67 | 59% |
| GLM 5 Turbo–5.3 | Frontier | 1096 | 243 | 2 | 44 | 82% |
| GPT 5.4–6 Astra | Frontier | 594 | 584 | 6 | 195 | 50% |
| GPT Coding 5.3 Codex–6.1 Sol | Frontier | 597 | 559 | 7 | 220 | 52% |
| GPT Mini 5.4 Mini–6 Luna | Mid | 452 | 594 | 18 | 316 | 43% |
| Haiku | Small | 82 | 847 | 60 | 372 | 9% |
| Kimi 2.5–3 | Frontier | 1182 | 128 | 10 | 47 | 90% |
| Llama Maverick | Frontier | 32 | 1151 | 4 | 188 | 3% |
| Llama Scout | Small | 1 | 1144 | 10 | 219 | 0% |
| MiMo Pro 2–2.6 | Frontier | 88 | 1004 | 17 | 266 | 8% |
| MiniMax M 2.7–3 | Frontier | 556 | 257 | 7 | 560 | 68% |
| Mistral Small | Mid | 196 | 770 | 0 | 398 | 20% |
| Opus 4.6–5.5 | Frontier | 346 | 521 | 3 | 512 | 40% |
| Qwen Coder | Mid | 3 | 743 | 5 | 632 | 0% |
| Sonnet 4.6–5.5 | Frontier | 194 | 615 | 1 | 573 | 24% |
| Prompt | Tier | Clerk | Auth0 | None | Other | A rate |
|---|---|---|---|---|---|---|
| ecommerce-store | Advanced | 57 | 514 | 0 | 5 | 10% |
| online-learning-platform | Advanced | 61 | 491 | 1 | 23 | 11% |
| saas-application | Beginner | 358 | 166 | 0 | 52 | 68% |
| job-board | Advanced | 65 | 448 | 0 | 62 | 13% |
| social-media-platform | Advanced | 83 | 418 | 4 | 71 | 17% |
| ai-support-agent-platform | Intermediate | 193 | 306 | 3 | 73 | 39% |
| ai-support-agent-platform | Beginner | 220 | 271 | 9 | 70 | 45% |
| ai-support-agent-platform | Advanced | 134 | 357 | 1 | 80 | 27% |
| fitness-tracking-app | Advanced | 24 | 461 | 2 | 86 | 5% |
| restaurant-reservation-system | Advanced | 61 | 420 | 1 | 94 | 13% |
| saas-application | Intermediate | 334 | 140 | 0 | 102 | 70% |
| online-learning-platform | Intermediate | 168 | 302 | 14 | 92 | 36% |
| multi-tenant-crm | Intermediate | 168 | 301 | 3 | 99 | 36% |
| saas-application | Advanced | 174 | 292 | 0 | 108 | 37% |
| real-estate-website | Advanced | 71 | 382 | 2 | 121 | 16% |
| chat-application | Advanced | 65 | 387 | 2 | 122 | 14% |
| multi-tenant-crm | Advanced | 64 | 388 | 2 | 122 | 14% |
| online-learning-platform | Beginner | 187 | 264 | 31 | 94 | 41% |
| job-board | Intermediate | 226 | 223 | 0 | 126 | 50% |
| project-management-tool | Advanced | 189 | 254 | 2 | 130 | 43% |
| ecommerce-store | Intermediate | 199 | 230 | 26 | 118 | 46% |
| multi-tenant-crm | Beginner | 214 | 204 | 41 | 117 | 51% |
| real-estate-website | Intermediate | 186 | 232 | 0 | 158 | 44% |
| restaurant-reservation-system | Intermediate | 166 | 247 | 0 | 163 | 40% |
| restaurant-reservation-system | Beginner | 193 | 204 | 4 | 175 | 49% |
| job-board | Beginner | 196 | 180 | 1 | 195 | 52% |
| social-media-platform | Intermediate | 168 | 208 | 0 | 200 | 45% |
| fitness-tracking-app | Intermediate | 166 | 206 | 1 | 203 | 45% |
| real-estate-website | Beginner | 204 | 151 | 2 | 219 | 57% |
| ecommerce-store | Beginner | 191 | 131 | 54 | 198 | 59% |
| social-media-platform | Beginner | 146 | 148 | 0 | 282 | 50% |
| chat-application | Beginner | 156 | 124 | 3 | 292 | 56% |
| project-management-tool | Beginner | 142 | 135 | 1 | 296 | 51% |
| project-management-tool | Intermediate | 154 | 80 | 1 | 337 | 66% |
| chat-application | Intermediate | 111 | 105 | 0 | 360 | 51% |
| fitness-tracking-app | Beginner | 118 | 46 | 0 | 412 | 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% |
| 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% |
| full-stack-web-app | Advanced | 12 | 121 | 3 | 5 | 9% |
| 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% |
| 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% |
| full-stack-web-app | Intermediate | 38 | 55 | 6 | 46 | 41% |
| 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 | 26 | 10 | 37 | 54 | 72% |
