Leading: Amazon Aurora PostgreSQL (61.1%)
| Metric | Value |
|---|---|
| MongoDB wins | 167 |
| Amazon Aurora PostgreSQL wins | 262 |
| Abstains (no tool) | 530 |
| Other tool chosen | 16894 |
| Decisive cases | 429 |
| MongoDB win rate (unweighted) | 38.9% |
| 95% CI | 34.4% - 43.6% |
| MongoDB win rate (weighted) | 38.9% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | MongoDB | Amazon Aurora PostgreSQL | None | Other | A rate |
|---|---|---|---|---|---|---|
| GPT 5.3 Codex | Frontier | 0 | 169 | 3 | 771 | 0% |
| Llama 4 Scout | Small | 115 | 9 | 9 | 806 | 93% |
| Llama 4 Maverick | Frontier | 52 | 33 | 70 | 783 | 61% |
| GPT 5.4 | Frontier | 0 | 20 | 8 | 915 | 0% |
| DeepSeek R1 0528 | Frontier | 0 | 9 | 26 | 907 | 0% |
| Qwen3 Coder Next | Mid | 0 | 5 | 9 | 926 | 0% |
| Kimi K2.5 | Frontier | 0 | 4 | 17 | 900 | 0% |
| Gemini 2.5 Flash | Small | 0 | 3 | 58 | 882 | 0% |
| Gemini 2.5 Pro | Frontier | 0 | 3 | 36 | 905 | 0% |
| MiMo V2 Pro | Frontier | 0 | 3 | 21 | 920 | 0% |
| Mistral Small 4 | Mid | 0 | 3 | 3 | 914 | 0% |
| Devstral 2 2512 | Mid | 0 | 1 | 119 | 825 | 0% |
| Claude Haiku 4.5 | Small | 0 | 0 | 0 | 934 | n/a |
| Claude Opus 4.6 | Frontier | 0 | 0 | 26 | 917 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 0 | 945 | n/a |
| DeepSeek V3.2 | Mid | 0 | 0 | 65 | 878 | n/a |
| GLM 5 Turbo | Frontier | 0 | 0 | 31 | 914 | n/a |
| GPT 5.4 Mini | Mid | 0 | 0 | 9 | 934 | n/a |
| MiniMax M2.7 | Frontier | 0 | 0 | 20 | 918 | n/a |
| Prompt | Tier | MongoDB | Amazon Aurora PostgreSQL | None | Other | A rate |
|---|---|---|---|---|---|---|
| multi-tenant-crm | Advanced | 0 | 53 | 3 | 343 | 0% |
| social-media-platform | Advanced | 0 | 47 | 3 | 347 | 0% |
| ai-support-agent-platform | Beginner | 31 | 1 | 13 | 348 | 97% |
| ai-support-agent-platform | Intermediate | 23 | 0 | 4 | 370 | 100% |
| fitness-tracking-app | Advanced | 0 | 23 | 1 | 372 | 0% |
| ai-support-agent-platform | Advanced | 17 | 5 | 2 | 369 | 77% |
| ai-revenue-ops-copilot | Advanced | 9 | 11 | 5 | 358 | 45% |
| chat-application | Advanced | 0 | 20 | 1 | 378 | 0% |
| project-management-tool | Beginner | 19 | 0 | 0 | 380 | 100% |
| ai-revenue-ops-copilot | Beginner | 14 | 4 | 0 | 367 | 78% |
| url-shortener | Advanced | 0 | 17 | 0 | 379 | 0% |
| saas-application | Advanced | 4 | 12 | 2 | 377 | 25% |
| saas-application | Intermediate | 15 | 0 | 0 | 382 | 100% |
| ecommerce-store | Advanced | 0 | 14 | 1 | 384 | 0% |
| chat-application | Beginner | 11 | 0 | 12 | 372 | 100% |
| project-management-tool | Advanced | 0 | 11 | 2 | 385 | 0% |
| real-estate-website | Advanced | 0 | 11 | 2 | 385 | 0% |
| restaurant-reservation-system | Advanced | 0 | 11 | 2 | 386 | 0% |
| ai-revenue-ops-copilot | Intermediate | 9 | 1 | 4 | 377 | 90% |
| online-learning-platform | Advanced | 0 | 10 | 3 | 386 | 0% |
| url-shortener | Beginner | 6 | 0 | 10 | 383 | 100% |
| social-media-platform | Intermediate | 1 | 5 | 0 | 386 | 17% |
| real-estate-website | Beginner | 5 | 0 | 10 | 383 | 100% |
| job-board | Advanced | 0 | 5 | 0 | 393 | 0% |
| social-media-platform | Beginner | 1 | 1 | 0 | 397 | 50% |
| job-board | Intermediate | 1 | 0 | 0 | 398 | 100% |
| online-learning-platform | Beginner | 1 | 0 | 24 | 374 | 100% |
| blog-platform-cms | Advanced | 0 | 0 | 1 | 398 | n/a |
| blog-platform-cms | Beginner | 0 | 0 | 134 | 264 | n/a |
| blog-platform-cms | Intermediate | 0 | 0 | 52 | 347 | n/a |
| chat-application | Intermediate | 0 | 0 | 2 | 397 | n/a |
| ecommerce-store | Intermediate | 0 | 0 | 71 | 328 | n/a |
| ecommerce-store | Beginner | 0 | 0 | 114 | 283 | n/a |
| fitness-tracking-app | Intermediate | 0 | 0 | 0 | 398 | n/a |
| fitness-tracking-app | Beginner | 0 | 0 | 0 | 399 | n/a |
| job-board | Beginner | 0 | 0 | 0 | 399 | n/a |
| multi-tenant-crm | Beginner | 0 | 0 | 34 | 358 | n/a |
| multi-tenant-crm | Intermediate | 0 | 0 | 1 | 394 | n/a |
| online-learning-platform | Intermediate | 0 | 0 | 15 | 384 | n/a |
| project-management-tool | Intermediate | 0 | 0 | 1 | 395 | n/a |
| real-estate-website | Intermediate | 0 | 0 | 0 | 397 | n/a |
| restaurant-reservation-system | Beginner | 0 | 0 | 1 | 398 | n/a |
| restaurant-reservation-system | Intermediate | 0 | 0 | 0 | 399 | n/a |
| saas-application | Beginner | 0 | 0 | 0 | 399 | n/a |
| url-shortener | Intermediate | 0 | 0 | 0 | 398 | n/a |