| Metric | Value |
|---|---|
| Auth0 wins | 8977 |
| Clerk wins | 5027 |
| Abstains (no tool) | 255 |
| Other tool chosen | 5235 |
| Decisive cases | 14004 |
| Auth0 win rate (unweighted) | 64.1% |
| 95% CI | 63.3% - 64.9% |
| Auth0 win rate (weighted) | 64.1% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Auth0 | Clerk | None | Other | A rate |
|---|---|---|---|---|---|---|
| Gemini 2.5 Pro | Frontier | 421 | 521 | 27 | 50 | 45% |
| GPT 5.3 Codex | Frontier | 425 | 455 | 5 | 134 | 48% |
| Llama 4 Maverick | Frontier | 852 | 21 | 3 | 139 | 98% |
| Llama 4 Scout | Small | 835 | 1 | 5 | 174 | 100% |
| GLM 5 Turbo | Frontier | 179 | 628 | 1 | 17 | 22% |
| DeepSeek R1 0528 | Frontier | 688 | 95 | 11 | 224 | 88% |
| Kimi K2.5 | Frontier | 58 | 724 | 8 | 20 | 7% |
| GPT 5.4 Mini | Mid | 435 | 330 | 10 | 242 | 57% |
| GPT 5.4 | Frontier | 398 | 336 | 3 | 88 | 54% |
| Mistral Small 4 | Mid | 575 | 147 | 0 | 286 | 80% |
| Claude Haiku 4.5 | Small | 636 | 63 | 5 | 305 | 91% |
| MiMo V2 Pro | Frontier | 645 | 21 | 8 | 151 | 97% |
| Claude Sonnet 4.6 | Frontier | 435 | 130 | 0 | 454 | 77% |
| Qwen3 Coder Next | Mid | 547 | 3 | 2 | 468 | 99% |
| Claude Opus 4.6 | Frontier | 365 | 172 | 0 | 288 | 68% |
| Gemini 2.5 Flash | Small | 458 | 1 | 61 | 305 | 100% |
| MiniMax M2.7 | Frontier | 172 | 243 | 3 | 406 | 41% |
| Devstral 2 2512 | Mid | 289 | 1 | 46 | 680 | 100% |
| DeepSeek V3.2 | Mid | 104 | 154 | 41 | 525 | 40% |
| GLM 5.2 | Frontier | 8 | 180 | 0 | 7 | 4% |
| Kimi K2.7 Code | Frontier | 35 | 145 | 1 | 12 | 19% |
| MiniMax M3 | Frontier | 13 | 165 | 0 | 16 | 7% |
| Gemini 3.5 Flash | Small | 17 | 157 | 2 | 17 | 10% |
| GPT 5.5 | Frontier | 56 | 111 | 0 | 24 | 34% |
| Claude Opus 4.8 | Frontier | 67 | 90 | 0 | 38 | 43% |
| MiMo V2.5 Pro | Frontier | 113 | 29 | 5 | 45 | 80% |
| DeepSeek V4 Pro | Frontier | 67 | 71 | 5 | 52 | 49% |
| DeepSeek V4 Flash | Mid | 84 | 33 | 3 | 68 | 72% |
| Prompt | Tier | Auth0 | Clerk | None | Other | A rate |
|---|---|---|---|---|---|---|
| ecommerce-store | Advanced | 462 | 52 | 0 | 4 | 90% |
| online-learning-platform | Advanced | 449 | 47 | 1 | 21 | 91% |
| saas-application | Beginner | 156 | 313 | 0 | 49 | 33% |
| job-board | Advanced | 402 | 55 | 0 | 60 | 88% |
| ai-support-agent-platform | Intermediate | 281 | 169 | 3 | 64 | 62% |
| social-media-platform | Advanced | 373 | 73 | 4 | 68 | 84% |
| ai-support-agent-platform | Beginner | 251 | 191 | 9 | 62 | 57% |
| ai-support-agent-platform | Advanced | 323 | 116 | 0 | 75 | 74% |
| fitness-tracking-app | Advanced | 411 | 19 | 2 | 83 | 96% |
| restaurant-reservation-system | Advanced | 380 | 49 | 1 | 88 | 89% |
| saas-application | Intermediate | 128 | 295 | 0 | 95 | 30% |
| saas-application | Advanced | 266 | 155 | 0 | 95 | 63% |
| multi-tenant-crm | Intermediate | 278 | 141 | 3 | 91 | 66% |
| online-learning-platform | Intermediate | 277 | 141 | 14 | 86 | 66% |
| multi-tenant-crm | Advanced | 351 | 54 | 2 | 111 | 87% |
| real-estate-website | Advanced | 348 | 55 | 2 | 113 | 86% |
| online-learning-platform | Beginner | 244 | 159 | 29 | 86 | 61% |
| chat-application | Advanced | 348 | 54 | 2 | 114 | 87% |
| job-board | Intermediate | 203 | 197 | 0 | 117 | 51% |
| project-management-tool | Advanced | 231 | 163 | 2 | 121 | 59% |
| ecommerce-store | Intermediate | 212 | 168 | 26 | 110 | 56% |
| multi-tenant-crm | Beginner | 190 | 183 | 41 | 104 | 51% |
| real-estate-website | Intermediate | 209 | 160 | 0 | 149 | 57% |
| restaurant-reservation-system | Intermediate | 226 | 140 | 0 | 152 | 62% |
| restaurant-reservation-system | Beginner | 186 | 171 | 4 | 157 | 52% |
| job-board | Beginner | 165 | 172 | 1 | 176 | 49% |
| social-media-platform | Intermediate | 195 | 139 | 0 | 184 | 58% |
| fitness-tracking-app | Intermediate | 185 | 144 | 1 | 188 | 56% |
| real-estate-website | Beginner | 138 | 181 | 2 | 197 | 43% |
| ecommerce-store | Beginner | 121 | 166 | 52 | 177 | 42% |
| social-media-platform | Beginner | 135 | 128 | 0 | 255 | 51% |
| chat-application | Beginner | 117 | 131 | 3 | 266 | 47% |
| project-management-tool | Beginner | 121 | 125 | 1 | 269 | 49% |
| project-management-tool | Intermediate | 74 | 136 | 1 | 303 | 35% |
| chat-application | Intermediate | 98 | 95 | 0 | 325 | 51% |
| fitness-tracking-app | Beginner | 42 | 99 | 0 | 377 | 30% |
| full-stack-web-app | Advanced | 72 | 9 | 2 | 5 | 89% |
| full-stack-web-app | Intermediate | 32 | 22 | 3 | 36 | 59% |
| full-stack-web-app | Beginner | 7 | 13 | 22 | 38 | 35% |
| fitness-tracking-app | Advanced | 18 | 0 | 0 | 1 | 100% |
| ecommerce-store | Advanced | 17 | 1 | 0 | 1 | 94% |
| online-learning-platform | Advanced | 16 | 2 | 0 | 1 | 89% |
| restaurant-reservation-system | Advanced | 15 | 2 | 1 | 1 | 88% |
| social-media-platform | Advanced | 14 | 3 | 0 | 2 | 82% |
| saas-application | Advanced | 11 | 5 | 1 | 2 | 69% |
| restaurant-reservation-system | Intermediate | 10 | 6 | 0 | 3 | 63% |
| online-learning-platform | Intermediate | 9 | 7 | 1 | 2 | 56% |
| online-learning-platform | Beginner | 8 | 8 | 1 | 2 | 50% |
| chat-application | Advanced | 14 | 1 | 1 | 2 | 93% |
| job-board | Advanced | 14 | 1 | 0 | 4 | 93% |
| multi-tenant-crm | Intermediate | 8 | 7 | 1 | 3 | 53% |
| saas-application | Beginner | 4 | 11 | 0 | 4 | 27% |
| real-estate-website | Advanced | 13 | 1 | 0 | 5 | 93% |
| social-media-platform | Intermediate | 10 | 4 | 0 | 5 | 71% |
| saas-application | Intermediate | 3 | 11 | 0 | 5 | 21% |
| multi-tenant-crm | Advanced | 11 | 2 | 1 | 5 | 85% |
| project-management-tool | Advanced | 11 | 2 | 0 | 5 | 85% |
| ecommerce-store | Intermediate | 7 | 6 | 1 | 5 | 54% |
| job-board | Beginner | 7 | 6 | 0 | 6 | 54% |
| job-board | Intermediate | 7 | 6 | 2 | 4 | 54% |
| project-management-tool | Intermediate | 6 | 7 | 0 | 6 | 46% |
| project-management-tool | Beginner | 7 | 5 | 0 | 7 | 58% |
| fitness-tracking-app | Intermediate | 6 | 6 | 0 | 7 | 50% |
| real-estate-website | Intermediate | 8 | 3 | 1 | 7 | 73% |
| multi-tenant-crm | Beginner | 6 | 5 | 3 | 4 | 55% |
| social-media-platform | Beginner | 6 | 4 | 0 | 9 | 60% |
| real-estate-website | Beginner | 3 | 7 | 2 | 7 | 30% |
| chat-application | Intermediate | 7 | 2 | 0 | 9 | 78% |
| restaurant-reservation-system | Beginner | 4 | 5 | 1 | 9 | 44% |
| ecommerce-store | Beginner | 5 | 3 | 5 | 6 | 63% |
| chat-application | Beginner | 3 | 4 | 0 | 12 | 43% |
| fitness-tracking-app | Beginner | 2 | 4 | 0 | 13 | 33% |
