| Metric | Value |
|---|---|
| Sequelize wins | 51 |
| Mongoose wins | 39 |
| Abstains (no tool) | 5714 |
| Other tool chosen | 24164 |
| Decisive cases | 90 |
| Sequelize win rate (unweighted) | 56.7% |
| 95% CI | 46.4% - 66.4% |
| Sequelize win rate (weighted) | 56.7% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model range | Tier | Sequelize | Mongoose | None | Other | A rate |
|---|---|---|---|---|---|---|
| DeepSeek Flash 3.2–4.1 | Mid | 0 | 1 | 634 | 921 | 0% |
| DeepSeek Pro 4–4 0813 | Frontier | 0 | 0 | 51 | 325 | n/a |
| DeepSeek R1 | Frontier | 8 | 2 | 478 | 1075 | 80% |
| Devstral | Mid | 0 | 0 | 859 | 621 | n/a |
| Gemini Flash 2.5–3.8 | Small | 0 | 0 | 392 | 1174 | n/a |
| Gemini Pro 2.5–3.1 Preview | Frontier | 0 | 1 | 164 | 1396 | 0% |
| GLM 5 Turbo–5.3 | Frontier | 0 | 0 | 96 | 1471 | n/a |
| GPT 5.4–6 Astra | Frontier | 0 | 0 | 90 | 1473 | n/a |
| GPT Coding 5.3 Codex–6.1 Sol | Frontier | 0 | 0 | 78 | 1488 | n/a |
| GPT Mini 5.4 Mini–6 Luna | Mid | 0 | 0 | 84 | 1480 | n/a |
| Haiku | Small | 3 | 0 | 184 | 1380 | 100% |
| Kimi 2.5–3 | Frontier | 0 | 0 | 109 | 1442 | n/a |
| Llama Maverick | Frontier | 0 | 27 | 283 | 1257 | 0% |
| Llama Scout | Small | 5 | 2 | 341 | 1217 | 71% |
| MiMo Pro 2–2.6 | Frontier | 35 | 0 | 307 | 1218 | 100% |
| MiniMax M 2.7–3 | Frontier | 0 | 0 | 147 | 1411 | n/a |
| Mistral Small | Mid | 0 | 0 | 292 | 1262 | n/a |
| Opus 4.6–5.5 | Frontier | 0 | 6 | 98 | 1463 | 0% |
| Qwen Coder | Mid | 0 | 0 | 921 | 629 | n/a |
| Sonnet 4.6–5.5 | Frontier | 0 | 0 | 106 | 1461 | n/a |
| Prompt | Tier | Sequelize | Mongoose | None | Other | A rate |
|---|---|---|---|---|---|---|
| project-management-tool | Beginner | 0 | 19 | 192 | 385 | 0% |
| chat-application | Beginner | 0 | 6 | 89 | 72 | 0% |
| chat-application | Intermediate | 4 | 0 | 45 | 121 | 100% |
| online-learning-platform | Intermediate | 4 | 0 | 19 | 129 | 100% |
| real-estate-website | Beginner | 0 | 4 | 153 | 439 | 0% |
| url-shortener | Beginner | 0 | 4 | 163 | 427 | 0% |
| job-board | Beginner | 3 | 0 | 32 | 136 | 100% |
| restaurant-reservation-system | Intermediate | 3 | 0 | 87 | 505 | 100% |
| restaurant-reservation-system | Beginner | 3 | 0 | 30 | 119 | 100% |
| full-stack-web-app | Beginner | 2 | 1 | 31 | 138 | 67% |
| blog-platform-cms | Advanced | 2 | 0 | 80 | 511 | 100% |
| blog-platform-cms | Intermediate | 2 | 0 | 184 | 410 | 100% |
| blog-platform-cms | Advanced | 2 | 0 | 23 | 143 | 100% |
| ecommerce-store | Intermediate | 2 | 0 | 16 | 151 | 100% |
| full-stack-web-app | Intermediate | 2 | 0 | 7 | 167 | 100% |
| job-board | Intermediate | 2 | 0 | 19 | 131 | 100% |
| multi-tenant-crm | Beginner | 2 | 0 | 32 | 133 | 100% |
| online-learning-platform | Intermediate | 2 | 0 | 47 | 547 | 100% |
| social-media-platform | Beginner | 2 | 0 | 52 | 117 | 100% |
| url-shortener | Beginner | 2 | 0 | 43 | 107 | 100% |
| online-learning-platform | Beginner | 1 | 1 | 116 | 478 | 50% |
| project-management-tool | Beginner | 1 | 1 | 27 | 123 | 50% |
| ecommerce-store | Beginner | 1 | 0 | 66 | 83 | 100% |
| ecommerce-store | Intermediate | 1 | 0 | 118 | 477 | 100% |
| fitness-tracking-app | Advanced | 1 | 0 | 9 | 161 | 100% |
| job-board | Beginner | 1 | 0 | 90 | 505 | 100% |
| job-board | Intermediate | 1 | 0 | 31 | 563 | 100% |
| multi-tenant-crm | Intermediate | 1 | 0 | 16 | 134 | 100% |
| restaurant-reservation-system | Intermediate | 1 | 0 | 19 | 151 | 100% |
| saas-application | Advanced | 1 | 0 | 43 | 551 | 100% |
| saas-application | Intermediate | 1 | 0 | 98 | 496 | 100% |
| social-media-platform | Intermediate | 1 | 0 | 20 | 131 | 100% |
| chat-application | Beginner | 0 | 1 | 311 | 283 | 0% |
| project-management-tool | Intermediate | 0 | 1 | 169 | 423 | 0% |
| saas-application | Beginner | 0 | 1 | 18 | 150 | 0% |
| blog-platform-cms | Beginner | 0 | 0 | 349 | 247 | n/a |
| blog-platform-cms | Intermediate | 0 | 0 | 48 | 104 | n/a |
| blog-platform-cms | Beginner | 0 | 0 | 96 | 72 | n/a |
| chat-application | Advanced | 0 | 0 | 90 | 502 | n/a |
| chat-application | Intermediate | 0 | 0 | 195 | 400 | n/a |
| chat-application | Advanced | 0 | 0 | 20 | 132 | n/a |
| ecommerce-store | Beginner | 0 | 0 | 214 | 378 | n/a |
| ecommerce-store | Advanced | 0 | 0 | 21 | 131 | n/a |
| ecommerce-store | Advanced | 0 | 0 | 23 | 572 | n/a |
| fitness-tracking-app | Beginner | 0 | 0 | 349 | 245 | n/a |
| fitness-tracking-app | Intermediate | 0 | 0 | 91 | 504 | n/a |
| fitness-tracking-app | Advanced | 0 | 0 | 35 | 558 | n/a |
| fitness-tracking-app | Intermediate | 0 | 0 | 16 | 136 | n/a |
| fitness-tracking-app | Beginner | 0 | 0 | 103 | 67 | n/a |
| full-stack-web-app | Advanced | 0 | 0 | 3 | 163 | n/a |
| job-board | Advanced | 0 | 0 | 28 | 568 | n/a |
| job-board | Advanced | 0 | 0 | 10 | 161 | n/a |
| multi-tenant-crm | Advanced | 0 | 0 | 62 | 534 | n/a |
| multi-tenant-crm | Beginner | 0 | 0 | 111 | 481 | n/a |
| multi-tenant-crm | Intermediate | 0 | 0 | 46 | 545 | n/a |
| multi-tenant-crm | Advanced | 0 | 0 | 17 | 153 | n/a |
| online-learning-platform | Advanced | 0 | 0 | 16 | 136 | n/a |
| online-learning-platform | Beginner | 0 | 0 | 30 | 140 | n/a |
| online-learning-platform | Advanced | 0 | 0 | 47 | 549 | n/a |
| project-management-tool | Advanced | 0 | 0 | 15 | 136 | n/a |
| project-management-tool | Intermediate | 0 | 0 | 20 | 132 | n/a |
| project-management-tool | Advanced | 0 | 0 | 67 | 528 | n/a |
| real-estate-website | Intermediate | 0 | 0 | 66 | 530 | n/a |
| real-estate-website | Intermediate | 0 | 0 | 3 | 149 | n/a |
| real-estate-website | Advanced | 0 | 0 | 12 | 584 | n/a |
| real-estate-website | Beginner | 0 | 0 | 39 | 113 | n/a |
| real-estate-website | Advanced | 0 | 0 | 3 | 167 | n/a |
| restaurant-reservation-system | Advanced | 0 | 0 | 10 | 141 | n/a |
| restaurant-reservation-system | Beginner | 0 | 0 | 104 | 489 | n/a |
| restaurant-reservation-system | Advanced | 0 | 0 | 26 | 570 | n/a |
| saas-application | Advanced | 0 | 0 | 20 | 150 | n/a |
| saas-application | Intermediate | 0 | 0 | 6 | 165 | n/a |
| saas-application | Beginner | 0 | 0 | 76 | 520 | n/a |
| social-media-platform | Beginner | 0 | 0 | 155 | 439 | n/a |
| social-media-platform | Intermediate | 0 | 0 | 119 | 477 | n/a |
| social-media-platform | Advanced | 0 | 0 | 135 | 461 | n/a |
| social-media-platform | Advanced | 0 | 0 | 25 | 145 | n/a |
| url-shortener | Advanced | 0 | 0 | 144 | 450 | n/a |
| url-shortener | Intermediate | 0 | 0 | 108 | 486 | n/a |
| url-shortener | Intermediate | 0 | 0 | 12 | 139 | n/a |
| url-shortener | Advanced | 0 | 0 | 34 | 118 | n/a |
