| Metric | Value |
|---|---|
| Sequelize wins | 28 |
| Mongoose wins | 30 |
| Abstains (no tool) | 4252 |
| Other tool chosen | 16481 |
| Decisive cases | 58 |
| Sequelize win rate (unweighted) | 48.3% |
| 95% CI | 35.9% - 60.8% |
| Sequelize win rate (weighted) | 48.3% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Sequelize | Mongoose | None | Other | A rate |
|---|---|---|---|---|---|---|
| Llama 4 Maverick | Frontier | 0 | 21 | 212 | 861 | 0% |
| MiMo V2 Pro | Frontier | 19 | 0 | 242 | 792 | 100% |
| DeepSeek R1 0528 | Frontier | 5 | 2 | 336 | 750 | 71% |
| Claude Opus 4.6 | Frontier | 0 | 5 | 89 | 959 | 0% |
| Llama 4 Scout | Small | 3 | 1 | 243 | 848 | 75% |
| Claude Haiku 4.5 | Small | 1 | 0 | 134 | 959 | 100% |
| Gemini 2.5 Pro | Frontier | 0 | 1 | 115 | 975 | 0% |
| Claude Opus 4.8 | Frontier | 0 | 0 | 1 | 41 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 82 | 1013 | n/a |
| DeepSeek V3.2 | Mid | 0 | 0 | 519 | 533 | n/a |
| DeepSeek V4 Flash | Mid | 0 | 0 | 10 | 31 | n/a |
| DeepSeek V4 Pro | Frontier | 0 | 0 | 8 | 34 | n/a |
| Devstral 2 2512 | Mid | 0 | 0 | 655 | 440 | n/a |
| Gemini 2.5 Flash | Small | 0 | 0 | 338 | 714 | n/a |
| Gemini 3.5 Flash | Small | 0 | 0 | 1 | 41 | n/a |
| GLM 5 Turbo | Frontier | 0 | 0 | 70 | 983 | n/a |
| GLM 5.2 | Frontier | 0 | 0 | 1 | 41 | n/a |
| GPT 5.3 Codex | Frontier | 0 | 0 | 27 | 1068 | n/a |
| GPT 5.4 | Frontier | 0 | 0 | 24 | 1029 | n/a |
| GPT 5.4 Mini | Mid | 0 | 0 | 42 | 1053 | n/a |
| GPT 5.5 | Frontier | 0 | 0 | 3 | 38 | n/a |
| Kimi K2.5 | Frontier | 0 | 0 | 96 | 946 | n/a |
| Kimi K2.7 Code | Frontier | 0 | 0 | 1 | 40 | n/a |
| MiMo V2.5 Pro | Frontier | 0 | 0 | 10 | 32 | n/a |
| MiniMax M2.7 | Frontier | 0 | 0 | 127 | 918 | n/a |
| MiniMax M3 | Frontier | 0 | 0 | 0 | 42 | n/a |
| Mistral Small 4 | Mid | 0 | 0 | 206 | 877 | n/a |
| Qwen3 Coder Next | Mid | 0 | 0 | 660 | 423 | n/a |
| Prompt | Tier | Sequelize | Mongoose | None | Other | A rate |
|---|---|---|---|---|---|---|
| project-management-tool | Beginner | 0 | 14 | 145 | 279 | 0% |
| chat-application | Beginner | 0 | 5 | 48 | 42 | 0% |
| real-estate-website | Beginner | 0 | 4 | 122 | 312 | 0% |
| url-shortener | Beginner | 0 | 4 | 124 | 308 | 0% |
| job-board | Beginner | 3 | 0 | 16 | 76 | 100% |
| restaurant-reservation-system | Intermediate | 3 | 0 | 70 | 364 | 100% |
| blog-platform-cms | Intermediate | 2 | 0 | 139 | 297 | 100% |
| blog-platform-cms | Advanced | 2 | 0 | 52 | 381 | 100% |
| chat-application | Intermediate | 2 | 0 | 27 | 66 | 100% |
| online-learning-platform | Intermediate | 2 | 0 | 41 | 395 | 100% |
| project-management-tool | Beginner | 1 | 1 | 16 | 77 | 50% |
| ecommerce-store | Intermediate | 1 | 0 | 9 | 85 | 100% |
| ecommerce-store | Intermediate | 1 | 0 | 100 | 337 | 100% |
| job-board | Beginner | 1 | 0 | 70 | 367 | 100% |
| job-board | Intermediate | 1 | 0 | 11 | 83 | 100% |
| job-board | Intermediate | 1 | 0 | 24 | 413 | 100% |
| multi-tenant-crm | Beginner | 1 | 0 | 21 | 73 | 100% |
| online-learning-platform | Intermediate | 1 | 0 | 14 | 80 | 100% |
| online-learning-platform | Beginner | 1 | 0 | 94 | 343 | 100% |
| restaurant-reservation-system | Intermediate | 1 | 0 | 13 | 81 | 100% |
| restaurant-reservation-system | Beginner | 1 | 0 | 20 | 74 | 100% |
| saas-application | Intermediate | 1 | 0 | 81 | 355 | 100% |
| saas-application | Advanced | 1 | 0 | 37 | 399 | 100% |
| url-shortener | Beginner | 1 | 0 | 28 | 66 | 100% |
| chat-application | Beginner | 0 | 1 | 242 | 194 | 0% |
| saas-application | Beginner | 0 | 1 | 9 | 85 | 0% |
| blog-platform-cms | Beginner | 0 | 0 | 59 | 35 | n/a |
| blog-platform-cms | Advanced | 0 | 0 | 13 | 82 | n/a |
| blog-platform-cms | Intermediate | 0 | 0 | 28 | 67 | n/a |
| blog-platform-cms | Beginner | 0 | 0 | 268 | 170 | n/a |
| chat-application | Advanced | 0 | 0 | 15 | 80 | n/a |
| chat-application | Intermediate | 0 | 0 | 153 | 284 | n/a |
| chat-application | Advanced | 0 | 0 | 69 | 367 | n/a |
| ecommerce-store | Beginner | 0 | 0 | 44 | 49 | n/a |
| ecommerce-store | Advanced | 0 | 0 | 14 | 81 | n/a |
| ecommerce-store | Beginner | 0 | 0 | 167 | 264 | n/a |
| ecommerce-store | Advanced | 0 | 0 | 19 | 418 | n/a |
| fitness-tracking-app | Beginner | 0 | 0 | 61 | 34 | n/a |
| fitness-tracking-app | Advanced | 0 | 0 | 6 | 89 | n/a |
| fitness-tracking-app | Intermediate | 0 | 0 | 9 | 86 | n/a |
| fitness-tracking-app | Intermediate | 0 | 0 | 70 | 367 | n/a |
| fitness-tracking-app | Beginner | 0 | 0 | 267 | 169 | n/a |
| fitness-tracking-app | Advanced | 0 | 0 | 26 | 409 | n/a |
| full-stack-web-app | Advanced | 0 | 0 | 0 | 16 | n/a |
| full-stack-web-app | Beginner | 0 | 0 | 4 | 14 | n/a |
| full-stack-web-app | Intermediate | 0 | 0 | 1 | 19 | n/a |
| job-board | Advanced | 0 | 0 | 5 | 90 | n/a |
| job-board | Advanced | 0 | 0 | 21 | 417 | n/a |
| multi-tenant-crm | Beginner | 0 | 0 | 89 | 347 | n/a |
| multi-tenant-crm | Intermediate | 0 | 0 | 36 | 397 | n/a |
| multi-tenant-crm | Advanced | 0 | 0 | 8 | 87 | n/a |
| multi-tenant-crm | Intermediate | 0 | 0 | 11 | 84 | n/a |
| multi-tenant-crm | Advanced | 0 | 0 | 48 | 390 | n/a |
| online-learning-platform | Beginner | 0 | 0 | 20 | 75 | n/a |
| online-learning-platform | Advanced | 0 | 0 | 10 | 85 | n/a |
| online-learning-platform | Advanced | 0 | 0 | 43 | 395 | n/a |
| project-management-tool | Intermediate | 0 | 0 | 13 | 82 | n/a |
| project-management-tool | Advanced | 0 | 0 | 9 | 85 | n/a |
| project-management-tool | Intermediate | 0 | 0 | 134 | 301 | n/a |
| project-management-tool | Advanced | 0 | 0 | 61 | 376 | n/a |
| real-estate-website | Advanced | 0 | 0 | 9 | 429 | n/a |
| real-estate-website | Advanced | 0 | 0 | 3 | 92 | n/a |
| real-estate-website | Beginner | 0 | 0 | 24 | 71 | n/a |
| real-estate-website | Intermediate | 0 | 0 | 1 | 94 | n/a |
| real-estate-website | Intermediate | 0 | 0 | 51 | 387 | n/a |
| restaurant-reservation-system | Beginner | 0 | 0 | 85 | 350 | n/a |
| restaurant-reservation-system | Advanced | 0 | 0 | 6 | 89 | n/a |
| restaurant-reservation-system | Advanced | 0 | 0 | 22 | 416 | n/a |
| saas-application | Beginner | 0 | 0 | 62 | 376 | n/a |
| saas-application | Intermediate | 0 | 0 | 5 | 90 | n/a |
| saas-application | Advanced | 0 | 0 | 13 | 82 | n/a |
| social-media-platform | Beginner | 0 | 0 | 26 | 69 | n/a |
| social-media-platform | Advanced | 0 | 0 | 12 | 83 | n/a |
| social-media-platform | Intermediate | 0 | 0 | 13 | 82 | n/a |
| social-media-platform | Beginner | 0 | 0 | 118 | 318 | n/a |
| social-media-platform | Advanced | 0 | 0 | 101 | 337 | n/a |
| social-media-platform | Intermediate | 0 | 0 | 92 | 346 | n/a |
| url-shortener | Advanced | 0 | 0 | 22 | 73 | n/a |
| url-shortener | Intermediate | 0 | 0 | 9 | 86 | n/a |
| url-shortener | Advanced | 0 | 0 | 116 | 320 | n/a |
| url-shortener | Intermediate | 0 | 0 | 88 | 348 | n/a |
