| Metric | Value |
|---|---|
| Sequelize wins | 16 |
| Mongoose wins | 26 |
| Abstains (no tool) | 4130 |
| Other tool chosen | 17096 |
| Decisive cases | 42 |
| Sequelize win rate (unweighted) | 38.1% |
| 95% CI | 25.0% - 53.2% |
| Sequelize win rate (weighted) | 38.1% |
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 | 22 | 232 | 852 | 0% |
| MiMo V2 Pro | Frontier | 10 | 0 | 193 | 616 | 100% |
| Llama 4 Scout | Small | 4 | 1 | 274 | 834 | 80% |
| DeepSeek R1 0528 | Frontier | 1 | 1 | 342 | 766 | 50% |
| MiMo V2.5 Pro | Frontier | 1 | 0 | 52 | 241 | 100% |
| DeepSeek V4 Flash | Mid | 0 | 1 | 55 | 228 | 0% |
| Gemini 2.5 Pro | Frontier | 0 | 1 | 115 | 992 | 0% |
| Claude Haiku 4.5 | Small | 0 | 0 | 118 | 988 | n/a |
| Claude Opus 4.6 | Frontier | 0 | 0 | 71 | 748 | n/a |
| Claude Opus 4.8 | Frontier | 0 | 0 | 1 | 293 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 90 | 1022 | n/a |
| DeepSeek V3.2 | Mid | 0 | 0 | 427 | 391 | n/a |
| DeepSeek V4 Pro | Frontier | 0 | 0 | 48 | 244 | n/a |
| Devstral 2 2512 | Mid | 0 | 0 | 619 | 410 | n/a |
| Gemini 2.5 Flash | Small | 0 | 0 | 250 | 568 | n/a |
| Gemini 3.5 Flash | Small | 0 | 0 | 9 | 284 | n/a |
| GLM 5 Turbo | Frontier | 0 | 0 | 52 | 767 | n/a |
| GLM 5.2 | Frontier | 0 | 0 | 5 | 289 | n/a |
| GPT 5.3 Codex | Frontier | 0 | 0 | 27 | 1086 | n/a |
| GPT 5.4 | Frontier | 0 | 0 | 17 | 802 | n/a |
| GPT 5.4 Mini | Mid | 0 | 0 | 45 | 1068 | n/a |
| GPT 5.5 | Frontier | 0 | 0 | 23 | 268 | n/a |
| Kimi K2.5 | Frontier | 0 | 0 | 76 | 734 | n/a |
| Kimi K2.7 Code | Frontier | 0 | 0 | 3 | 288 | n/a |
| MiniMax M2.7 | Frontier | 0 | 0 | 102 | 709 | n/a |
| MiniMax M3 | Frontier | 0 | 0 | 2 | 292 | n/a |
| Mistral Small 4 | Mid | 0 | 0 | 215 | 879 | n/a |
| Qwen3 Coder Next | Mid | 0 | 0 | 667 | 437 | n/a |
| Prompt | Tier | Sequelize | Mongoose | None | Other | A rate |
|---|---|---|---|---|---|---|
| project-management-tool | Beginner | 0 | 17 | 177 | 343 | 0% |
| url-shortener | Beginner | 0 | 4 | 145 | 386 | 0% |
| full-stack-web-app | Beginner | 2 | 1 | 24 | 105 | 67% |
| real-estate-website | Beginner | 0 | 3 | 136 | 398 | 0% |
| blog-platform-cms | Intermediate | 2 | 0 | 162 | 373 | 100% |
| blog-platform-cms | Advanced | 2 | 0 | 71 | 461 | 100% |
| online-learning-platform | Intermediate | 2 | 0 | 42 | 493 | 100% |
| restaurant-reservation-system | Intermediate | 2 | 0 | 81 | 453 | 100% |
| ecommerce-store | Intermediate | 1 | 0 | 109 | 426 | 100% |
| full-stack-web-app | Intermediate | 1 | 0 | 6 | 127 | 100% |
| job-board | Beginner | 1 | 0 | 79 | 457 | 100% |
| job-board | Intermediate | 1 | 0 | 26 | 509 | 100% |
| saas-application | Advanced | 1 | 0 | 40 | 495 | 100% |
| saas-application | Intermediate | 1 | 0 | 90 | 445 | 100% |
| chat-application | Beginner | 0 | 1 | 284 | 251 | 0% |
| blog-platform-cms | Beginner | 0 | 0 | 321 | 216 | n/a |
| chat-application | Advanced | 0 | 0 | 87 | 446 | n/a |
| chat-application | Intermediate | 0 | 0 | 176 | 360 | n/a |
| ecommerce-store | Advanced | 0 | 0 | 20 | 516 | n/a |
| ecommerce-store | Beginner | 0 | 0 | 191 | 340 | n/a |
| fitness-tracking-app | Intermediate | 0 | 0 | 81 | 455 | n/a |
| fitness-tracking-app | Advanced | 0 | 0 | 33 | 501 | n/a |
| fitness-tracking-app | Beginner | 0 | 0 | 315 | 220 | n/a |
| full-stack-web-app | Advanced | 0 | 0 | 3 | 103 | n/a |
| job-board | Advanced | 0 | 0 | 24 | 513 | n/a |
| multi-tenant-crm | Beginner | 0 | 0 | 98 | 436 | n/a |
| multi-tenant-crm | Intermediate | 0 | 0 | 42 | 491 | n/a |
| multi-tenant-crm | Advanced | 0 | 0 | 59 | 478 | n/a |
| online-learning-platform | Advanced | 0 | 0 | 43 | 494 | n/a |
| online-learning-platform | Beginner | 0 | 0 | 104 | 433 | n/a |
| project-management-tool | Advanced | 0 | 0 | 62 | 474 | n/a |
| project-management-tool | Intermediate | 0 | 0 | 152 | 383 | n/a |
| real-estate-website | Advanced | 0 | 0 | 11 | 526 | n/a |
| real-estate-website | Intermediate | 0 | 0 | 58 | 479 | n/a |
| restaurant-reservation-system | Beginner | 0 | 0 | 93 | 441 | n/a |
| restaurant-reservation-system | Advanced | 0 | 0 | 23 | 514 | n/a |
| saas-application | Beginner | 0 | 0 | 69 | 468 | n/a |
| social-media-platform | Beginner | 0 | 0 | 136 | 399 | n/a |
| social-media-platform | Advanced | 0 | 0 | 123 | 414 | n/a |
| social-media-platform | Intermediate | 0 | 0 | 105 | 432 | n/a |
| url-shortener | Intermediate | 0 | 0 | 95 | 441 | n/a |
| url-shortener | Advanced | 0 | 0 | 134 | 401 | n/a |
