| Metric | Value |
|---|---|
| WorkOS wins | 173 |
| Okta wins | 242 |
| Abstains (no tool) | 478 |
| Other tool chosen | 26322 |
| Decisive cases | 415 |
| WorkOS win rate (unweighted) | 41.7% |
| 95% CI | 37.0% - 46.5% |
| WorkOS win rate (weighted) | 41.7% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model range | Tier | WorkOS | Okta | None | Other | A rate |
|---|---|---|---|---|---|---|
| DeepSeek Flash 3.2–4.1 | Mid | 0 | 0 | 63 | 1354 | n/a |
| DeepSeek Pro 4–4 0813 | Frontier | 0 | 0 | 8 | 343 | n/a |
| DeepSeek R1 | Frontier | 0 | 0 | 17 | 1405 | n/a |
| Devstral | Mid | 0 | 0 | 93 | 1250 | n/a |
| Gemini Flash 2.5–3.8 | Small | 4 | 0 | 106 | 1312 | 100% |
| Gemini Pro 2.5–3.1 Preview | Frontier | 0 | 0 | 34 | 1389 | n/a |
| GLM 5 Turbo–5.3 | Frontier | 11 | 0 | 4 | 1409 | 100% |
| GPT 5.4–6 Astra | Frontier | 14 | 4 | 6 | 1397 | 78% |
| GPT Coding 5.3 Codex–6.1 Sol | Frontier | 6 | 0 | 7 | 1409 | 100% |
| GPT Mini 5.4 Mini–6 Luna | Mid | 10 | 2 | 19 | 1388 | 83% |
| Haiku | Small | 0 | 0 | 60 | 1348 | n/a |
| Kimi 2.5–3 | Frontier | 16 | 1 | 11 | 1379 | 94% |
| Llama Maverick | Frontier | 0 | 139 | 4 | 1274 | 0% |
| Llama Scout | Small | 0 | 96 | 10 | 1307 | 0% |
| MiMo Pro 2–2.6 | Frontier | 3 | 0 | 18 | 1394 | 100% |
| MiniMax M 2.7–3 | Frontier | 3 | 0 | 8 | 1409 | 100% |
| Mistral Small | Mid | 7 | 0 | 0 | 1396 | 100% |
| Opus 4.6–5.5 | Frontier | 92 | 0 | 3 | 1328 | 100% |
| Qwen Coder | Mid | 0 | 0 | 5 | 1417 | n/a |
| Sonnet 4.6–5.5 | Frontier | 7 | 0 | 2 | 1414 | 100% |
| Prompt | Tier | WorkOS | Okta | None | Other | A rate |
|---|---|---|---|---|---|---|
| multi-tenant-crm | Advanced | 61 | 49 | 2 | 484 | 55% |
| saas-application | Advanced | 47 | 55 | 0 | 492 | 46% |
| project-management-tool | Advanced | 28 | 6 | 3 | 558 | 82% |
| multi-tenant-crm | Advanced | 12 | 12 | 4 | 142 | 50% |
| job-board | Advanced | 2 | 20 | 0 | 573 | 9% |
| real-estate-website | Advanced | 0 | 18 | 2 | 576 | 0% |
| saas-application | Advanced | 4 | 10 | 15 | 141 | 29% |
| ai-support-agent-platform | Beginner | 2 | 12 | 10 | 567 | 14% |
| ecommerce-store | Beginner | 0 | 10 | 55 | 529 | 0% |
| multi-tenant-crm | Intermediate | 2 | 7 | 3 | 579 | 22% |
| job-board | Beginner | 7 | 0 | 1 | 584 | 100% |
| real-estate-website | Advanced | 0 | 7 | 0 | 163 | 0% |
| social-media-platform | Advanced | 0 | 6 | 5 | 585 | 0% |
| ai-support-agent-platform | Advanced | 5 | 0 | 1 | 586 | 100% |
| job-board | Advanced | 0 | 5 | 1 | 165 | 0% |
| online-learning-platform | Advanced | 0 | 5 | 3 | 144 | 0% |
| restaurant-reservation-system | Advanced | 0 | 5 | 1 | 590 | 0% |
| project-management-tool | Advanced | 3 | 0 | 8 | 140 | 100% |
| multi-tenant-crm | Intermediate | 0 | 3 | 5 | 142 | 0% |
| ecommerce-store | Advanced | 0 | 2 | 6 | 144 | 0% |
| multi-tenant-crm | Beginner | 0 | 2 | 42 | 552 | 0% |
| ecommerce-store | Advanced | 0 | 1 | 0 | 595 | 0% |
| ecommerce-store | Intermediate | 0 | 1 | 26 | 566 | 0% |
| fitness-tracking-app | Advanced | 0 | 1 | 0 | 170 | 0% |
| fitness-tracking-app | Advanced | 0 | 1 | 2 | 590 | 0% |
| online-learning-platform | Advanced | 0 | 1 | 1 | 594 | 0% |
| restaurant-reservation-system | Advanced | 0 | 1 | 5 | 146 | 0% |
| saas-application | Intermediate | 0 | 1 | 0 | 595 | 0% |
| social-media-platform | Advanced | 0 | 1 | 2 | 167 | 0% |
| ai-support-agent-platform | Intermediate | 0 | 0 | 3 | 592 | n/a |
| chat-application | Intermediate | 0 | 0 | 0 | 159 | n/a |
| chat-application | Advanced | 0 | 0 | 2 | 594 | n/a |
| chat-application | Intermediate | 0 | 0 | 0 | 596 | n/a |
| chat-application | Beginner | 0 | 0 | 3 | 592 | n/a |
| chat-application | Beginner | 0 | 0 | 8 | 159 | n/a |
| chat-application | Advanced | 0 | 0 | 18 | 132 | n/a |
| ecommerce-store | Beginner | 0 | 0 | 30 | 121 | n/a |
| ecommerce-store | Intermediate | 0 | 0 | 9 | 159 | n/a |
| fitness-tracking-app | Beginner | 0 | 0 | 0 | 596 | n/a |
| fitness-tracking-app | Intermediate | 0 | 0 | 1 | 595 | n/a |
| fitness-tracking-app | Intermediate | 0 | 0 | 0 | 152 | n/a |
| fitness-tracking-app | Beginner | 0 | 0 | 1 | 167 | n/a |
| full-stack-web-app | Beginner | 0 | 0 | 41 | 129 | n/a |
| full-stack-web-app | Intermediate | 0 | 0 | 6 | 163 | n/a |
| full-stack-web-app | Advanced | 0 | 0 | 3 | 161 | n/a |
| job-board | Beginner | 0 | 0 | 10 | 161 | n/a |
| job-board | Intermediate | 0 | 0 | 13 | 139 | n/a |
| job-board | Intermediate | 0 | 0 | 0 | 596 | n/a |
| multi-tenant-crm | Beginner | 0 | 0 | 21 | 144 | n/a |
| online-learning-platform | Beginner | 0 | 0 | 9 | 161 | n/a |
| online-learning-platform | Intermediate | 0 | 0 | 9 | 143 | n/a |
| online-learning-platform | Intermediate | 0 | 0 | 14 | 582 | n/a |
| online-learning-platform | Beginner | 0 | 0 | 31 | 565 | n/a |
| project-management-tool | Beginner | 0 | 0 | 1 | 593 | n/a |
| project-management-tool | Intermediate | 0 | 0 | 0 | 151 | n/a |
| project-management-tool | Intermediate | 0 | 0 | 1 | 591 | n/a |
| project-management-tool | Beginner | 0 | 0 | 3 | 149 | n/a |
| real-estate-website | Beginner | 0 | 0 | 2 | 594 | n/a |
| real-estate-website | Intermediate | 0 | 0 | 0 | 596 | n/a |
| real-estate-website | Intermediate | 0 | 0 | 1 | 151 | n/a |
| real-estate-website | Beginner | 0 | 0 | 15 | 137 | n/a |
| restaurant-reservation-system | Intermediate | 0 | 0 | 0 | 596 | n/a |
| restaurant-reservation-system | Intermediate | 0 | 0 | 1 | 170 | n/a |
| restaurant-reservation-system | Beginner | 0 | 0 | 4 | 592 | n/a |
| restaurant-reservation-system | Beginner | 0 | 0 | 9 | 143 | n/a |
| saas-application | Intermediate | 0 | 0 | 2 | 169 | n/a |
| saas-application | Beginner | 0 | 0 | 0 | 596 | n/a |
| saas-application | Beginner | 0 | 0 | 1 | 168 | n/a |
| social-media-platform | Beginner | 0 | 0 | 0 | 596 | n/a |
| social-media-platform | Intermediate | 0 | 0 | 0 | 596 | n/a |
| social-media-platform | Beginner | 0 | 0 | 0 | 171 | n/a |
| social-media-platform | Intermediate | 0 | 0 | 3 | 146 | n/a |
