| Metric | Value |
|---|---|
| Knex.js wins | 1 |
| Shopify wins | 1 |
| Abstains (no tool) | 3106 |
| Other tool chosen | 11671 |
| Decisive cases | 2 |
| Knex.js win rate (unweighted) | 50.0% |
| 95% CI | 9.5% - 90.5% |
| Knex.js win rate (weighted) | 50.0% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | Knex.js | Shopify | None | Other | A rate |
|---|---|---|---|---|---|---|
| Gemini 2.5 Pro | Frontier | 1 | 1 | 74 | 702 | 50% |
| Claude Haiku 4.5 | Small | 0 | 0 | 87 | 693 | n/a |
| Claude Opus 4.6 | Frontier | 0 | 0 | 69 | 711 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 71 | 709 | n/a |
| DeepSeek R1 0528 | Frontier | 0 | 0 | 243 | 536 | n/a |
| DeepSeek V3.2 | Mid | 0 | 0 | 409 | 370 | n/a |
| Devstral 2 2512 | Mid | 0 | 0 | 481 | 299 | n/a |
| Gemini 2.5 Flash | Small | 0 | 0 | 236 | 543 | n/a |
| GLM 5 Turbo | Frontier | 0 | 0 | 49 | 731 | n/a |
| GPT 5.3 Codex | Frontier | 0 | 0 | 16 | 764 | n/a |
| GPT 5.4 | Frontier | 0 | 0 | 16 | 764 | n/a |
| GPT 5.4 Mini | Mid | 0 | 0 | 29 | 751 | n/a |
| Kimi K2.5 | Frontier | 0 | 0 | 76 | 694 | n/a |
| Llama 4 Maverick | Frontier | 0 | 0 | 169 | 611 | n/a |
| Llama 4 Scout | Small | 0 | 0 | 192 | 588 | n/a |
| MiMo V2 Pro | Frontier | 0 | 0 | 179 | 601 | n/a |
| MiniMax M2.7 | Frontier | 0 | 0 | 98 | 674 | n/a |
| Mistral Small 4 | Mid | 0 | 0 | 147 | 624 | n/a |
| Qwen3 Coder Next | Mid | 0 | 0 | 465 | 306 | n/a |
| Prompt | Tier | Knex.js | Shopify | None | Other | A rate |
|---|---|---|---|---|---|---|
| blog-platform-cms | Intermediate | 1 | 0 | 119 | 260 | 100% |
| ecommerce-store | Intermediate | 0 | 1 | 89 | 290 | 0% |
| blog-platform-cms | Advanced | 0 | 0 | 45 | 334 | n/a |
| blog-platform-cms | Beginner | 0 | 0 | 233 | 147 | n/a |
| chat-application | Beginner | 0 | 0 | 211 | 168 | n/a |
| chat-application | Intermediate | 0 | 0 | 136 | 243 | n/a |
| chat-application | Advanced | 0 | 0 | 58 | 320 | n/a |
| ecommerce-store | Beginner | 0 | 0 | 145 | 229 | n/a |
| ecommerce-store | Advanced | 0 | 0 | 17 | 362 | n/a |
| fitness-tracking-app | Intermediate | 0 | 0 | 60 | 319 | n/a |
| fitness-tracking-app | Beginner | 0 | 0 | 234 | 144 | n/a |
| fitness-tracking-app | Advanced | 0 | 0 | 21 | 357 | n/a |
| job-board | Beginner | 0 | 0 | 61 | 319 | n/a |
| job-board | Intermediate | 0 | 0 | 21 | 359 | n/a |
| job-board | Advanced | 0 | 0 | 18 | 362 | n/a |
| multi-tenant-crm | Beginner | 0 | 0 | 74 | 304 | n/a |
| multi-tenant-crm | Intermediate | 0 | 0 | 32 | 343 | n/a |
| multi-tenant-crm | Advanced | 0 | 0 | 42 | 338 | n/a |
| online-learning-platform | Advanced | 0 | 0 | 39 | 341 | n/a |
| online-learning-platform | Intermediate | 0 | 0 | 36 | 344 | n/a |
| online-learning-platform | Beginner | 0 | 0 | 83 | 297 | n/a |
| project-management-tool | Beginner | 0 | 0 | 132 | 248 | n/a |
| project-management-tool | Intermediate | 0 | 0 | 117 | 260 | n/a |
| project-management-tool | Advanced | 0 | 0 | 57 | 322 | n/a |
| real-estate-website | Advanced | 0 | 0 | 7 | 373 | n/a |
| real-estate-website | Beginner | 0 | 0 | 108 | 272 | n/a |
| real-estate-website | Intermediate | 0 | 0 | 43 | 337 | n/a |
| restaurant-reservation-system | Beginner | 0 | 0 | 75 | 302 | n/a |
| restaurant-reservation-system | Intermediate | 0 | 0 | 62 | 317 | n/a |
| restaurant-reservation-system | Advanced | 0 | 0 | 20 | 360 | n/a |
| saas-application | Beginner | 0 | 0 | 54 | 326 | n/a |
| saas-application | Intermediate | 0 | 0 | 70 | 309 | n/a |
| saas-application | Advanced | 0 | 0 | 31 | 348 | n/a |
| social-media-platform | Beginner | 0 | 0 | 101 | 277 | n/a |
| social-media-platform | Advanced | 0 | 0 | 87 | 293 | n/a |
| social-media-platform | Intermediate | 0 | 0 | 79 | 301 | n/a |
| url-shortener | Beginner | 0 | 0 | 107 | 271 | n/a |
| url-shortener | Advanced | 0 | 0 | 105 | 274 | n/a |
| url-shortener | Intermediate | 0 | 0 | 77 | 301 | n/a |
