| Metric | Value |
|---|---|
| WorkOS wins | 124 |
| NextAuth.js wins | 143 |
| Abstains (no tool) | 255 |
| Other tool chosen | 18972 |
| Decisive cases | 267 |
| WorkOS win rate (unweighted) | 46.4% |
| 95% CI | 40.6% - 52.4% |
| WorkOS win rate (weighted) | 46.4% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | WorkOS | NextAuth.js | None | Other | A rate |
|---|---|---|---|---|---|---|
| Claude Opus 4.6 | Frontier | 69 | 49 | 0 | 707 | 58% |
| MiniMax M2.7 | Frontier | 1 | 24 | 3 | 796 | 4% |
| GPT 5.4 Mini | Mid | 8 | 14 | 10 | 985 | 36% |
| Mistral Small 4 | Mid | 5 | 10 | 0 | 993 | 33% |
| MiniMax M3 | Frontier | 2 | 11 | 0 | 181 | 15% |
| Kimi K2.5 | Frontier | 12 | 0 | 8 | 790 | 100% |
| Claude Sonnet 4.6 | Frontier | 0 | 10 | 0 | 1009 | 0% |
| GLM 5 Turbo | Frontier | 8 | 0 | 1 | 816 | 100% |
| GPT 5.5 | Frontier | 8 | 0 | 0 | 183 | 100% |
| Claude Opus 4.8 | Frontier | 5 | 1 | 0 | 189 | 83% |
| Devstral 2 2512 | Mid | 0 | 6 | 46 | 964 | 0% |
| Kimi K2.7 Code | Frontier | 2 | 2 | 1 | 188 | 50% |
| MiMo V2 Pro | Frontier | 0 | 4 | 8 | 813 | 0% |
| GPT 5.3 Codex | Frontier | 3 | 0 | 5 | 1011 | 100% |
| GLM 5.2 | Frontier | 1 | 2 | 0 | 192 | 33% |
| GPT 5.4 | Frontier | 0 | 2 | 3 | 820 | 0% |
| Llama 4 Maverick | Frontier | 0 | 2 | 3 | 1010 | 0% |
| Llama 4 Scout | Small | 0 | 2 | 5 | 1008 | 0% |
| DeepSeek R1 0528 | Frontier | 0 | 1 | 11 | 1006 | 0% |
| DeepSeek V4 Flash | Mid | 0 | 1 | 3 | 184 | 0% |
| Gemini 2.5 Pro | Frontier | 0 | 1 | 27 | 991 | 0% |
| MiMo V2.5 Pro | Frontier | 0 | 1 | 5 | 186 | 0% |
| Claude Haiku 4.5 | Small | 0 | 0 | 5 | 1004 | n/a |
| DeepSeek V3.2 | Mid | 0 | 0 | 41 | 783 | n/a |
| DeepSeek V4 Pro | Frontier | 0 | 0 | 5 | 190 | n/a |
| Gemini 2.5 Flash | Small | 0 | 0 | 61 | 764 | n/a |
| Gemini 3.5 Flash | Small | 0 | 0 | 2 | 191 | n/a |
| Qwen3 Coder Next | Mid | 0 | 0 | 2 | 1018 | n/a |
| Prompt | Tier | WorkOS | NextAuth.js | None | Other | A rate |
|---|---|---|---|---|---|---|
| multi-tenant-crm | Advanced | 49 | 0 | 2 | 467 | 100% |
| saas-application | Advanced | 33 | 0 | 0 | 483 | 100% |
| ecommerce-store | Intermediate | 0 | 32 | 26 | 458 | 0% |
| ecommerce-store | Beginner | 0 | 26 | 52 | 438 | 0% |
| project-management-tool | Advanced | 24 | 0 | 2 | 491 | 100% |
| real-estate-website | Intermediate | 0 | 20 | 0 | 498 | 0% |
| full-stack-web-app | Intermediate | 0 | 14 | 3 | 76 | 0% |
| full-stack-web-app | Beginner | 0 | 11 | 22 | 47 | 0% |
| real-estate-website | Beginner | 0 | 8 | 2 | 508 | 0% |
| job-board | Beginner | 5 | 1 | 1 | 507 | 83% |
| ai-support-agent-platform | Advanced | 4 | 2 | 0 | 508 | 67% |
| ecommerce-store | Intermediate | 0 | 5 | 1 | 13 | 0% |
| full-stack-web-app | Advanced | 0 | 4 | 2 | 82 | 0% |
| project-management-tool | Intermediate | 0 | 3 | 1 | 510 | 0% |
| real-estate-website | Intermediate | 0 | 3 | 1 | 15 | 0% |
| ai-support-agent-platform | Beginner | 2 | 0 | 9 | 502 | 100% |
| job-board | Advanced | 2 | 0 | 0 | 515 | 100% |
| multi-tenant-crm | Advanced | 2 | 0 | 1 | 16 | 100% |
| ecommerce-store | Beginner | 0 | 2 | 5 | 12 | 0% |
| job-board | Intermediate | 0 | 2 | 2 | 15 | 0% |
| job-board | Intermediate | 0 | 2 | 0 | 515 | 0% |
| project-management-tool | Intermediate | 0 | 2 | 0 | 17 | 0% |
| saas-application | Intermediate | 0 | 2 | 0 | 516 | 0% |
| multi-tenant-crm | Intermediate | 1 | 0 | 3 | 509 | 100% |
| project-management-tool | Advanced | 1 | 0 | 0 | 17 | 100% |
| saas-application | Advanced | 1 | 0 | 1 | 17 | 100% |
| project-management-tool | Beginner | 0 | 1 | 1 | 514 | 0% |
| real-estate-website | Beginner | 0 | 1 | 2 | 16 | 0% |
| restaurant-reservation-system | Intermediate | 0 | 1 | 0 | 517 | 0% |
| saas-application | Intermediate | 0 | 1 | 0 | 18 | 0% |
| ai-support-agent-platform | Intermediate | 0 | 0 | 3 | 514 | n/a |
| chat-application | Intermediate | 0 | 0 | 0 | 518 | n/a |
| chat-application | Intermediate | 0 | 0 | 0 | 18 | n/a |
| chat-application | Beginner | 0 | 0 | 0 | 19 | n/a |
| chat-application | Advanced | 0 | 0 | 1 | 17 | n/a |
| chat-application | Advanced | 0 | 0 | 2 | 516 | n/a |
| chat-application | Beginner | 0 | 0 | 3 | 514 | n/a |
| ecommerce-store | Advanced | 0 | 0 | 0 | 19 | n/a |
| ecommerce-store | Advanced | 0 | 0 | 0 | 518 | n/a |
| fitness-tracking-app | Advanced | 0 | 0 | 2 | 513 | n/a |
| fitness-tracking-app | Beginner | 0 | 0 | 0 | 19 | n/a |
| fitness-tracking-app | Advanced | 0 | 0 | 0 | 19 | n/a |
| fitness-tracking-app | Intermediate | 0 | 0 | 0 | 19 | n/a |
| fitness-tracking-app | Intermediate | 0 | 0 | 1 | 517 | n/a |
| fitness-tracking-app | Beginner | 0 | 0 | 0 | 518 | n/a |
| job-board | Advanced | 0 | 0 | 0 | 19 | n/a |
| job-board | Beginner | 0 | 0 | 0 | 19 | n/a |
| multi-tenant-crm | Beginner | 0 | 0 | 41 | 477 | n/a |
| multi-tenant-crm | Beginner | 0 | 0 | 3 | 15 | n/a |
| multi-tenant-crm | Intermediate | 0 | 0 | 1 | 18 | n/a |
| online-learning-platform | Beginner | 0 | 0 | 1 | 18 | n/a |
| online-learning-platform | Intermediate | 0 | 0 | 1 | 18 | n/a |
| online-learning-platform | Advanced | 0 | 0 | 0 | 19 | n/a |
| online-learning-platform | Advanced | 0 | 0 | 1 | 517 | n/a |
| online-learning-platform | Intermediate | 0 | 0 | 14 | 504 | n/a |
| online-learning-platform | Beginner | 0 | 0 | 29 | 489 | n/a |
| project-management-tool | Beginner | 0 | 0 | 0 | 19 | n/a |
| real-estate-website | Advanced | 0 | 0 | 0 | 19 | n/a |
| real-estate-website | Advanced | 0 | 0 | 2 | 516 | n/a |
| restaurant-reservation-system | Beginner | 0 | 0 | 4 | 514 | n/a |
| restaurant-reservation-system | Intermediate | 0 | 0 | 0 | 19 | n/a |
| restaurant-reservation-system | Advanced | 0 | 0 | 1 | 18 | n/a |
| restaurant-reservation-system | Beginner | 0 | 0 | 1 | 18 | n/a |
| restaurant-reservation-system | Advanced | 0 | 0 | 1 | 517 | n/a |
| saas-application | Beginner | 0 | 0 | 0 | 518 | n/a |
| saas-application | Beginner | 0 | 0 | 0 | 19 | n/a |
| social-media-platform | Beginner | 0 | 0 | 0 | 19 | n/a |
| social-media-platform | Advanced | 0 | 0 | 0 | 19 | n/a |
| social-media-platform | Intermediate | 0 | 0 | 0 | 19 | n/a |
| social-media-platform | Advanced | 0 | 0 | 4 | 514 | n/a |
| social-media-platform | Beginner | 0 | 0 | 0 | 518 | n/a |
| social-media-platform | Intermediate | 0 | 0 | 0 | 518 | n/a |
