Leading: Amazon Aurora PostgreSQL (65.1%)
| Metric | Value |
|---|---|
| MongoDB wins | 219 |
| Amazon Aurora PostgreSQL wins | 409 |
| Abstains (no tool) | 681 |
| Other tool chosen | 23412 |
| Decisive cases | 628 |
| MongoDB win rate (unweighted) | 34.9% |
| 95% CI | 31.2% - 38.7% |
| MongoDB win rate (weighted) | 34.9% |
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Verified critics can leave comments here.
| Model | Tier | MongoDB | Amazon Aurora PostgreSQL | None | Other | A rate |
|---|---|---|---|---|---|---|
| GPT 5.3 Codex | Frontier | 0 | 229 | 4 | 1061 | 0% |
| Llama 4 Scout | Small | 149 | 11 | 12 | 1118 | 93% |
| Llama 4 Maverick | Frontier | 69 | 43 | 94 | 1080 | 62% |
| GPT 5.5 | Frontier | 0 | 33 | 4 | 269 | 0% |
| Kimi K2.7 Code | Frontier | 0 | 22 | 3 | 278 | 0% |
| GPT 5.4 | Frontier | 0 | 21 | 8 | 959 | 0% |
| DeepSeek R1 0528 | Frontier | 0 | 9 | 37 | 1245 | 0% |
| GLM 5.2 | Frontier | 0 | 7 | 0 | 299 | 0% |
| Gemini 2.5 Pro | Frontier | 0 | 5 | 53 | 1234 | 0% |
| Kimi K2.5 | Frontier | 0 | 5 | 18 | 942 | 0% |
| Qwen3 Coder Next | Mid | 0 | 5 | 9 | 1274 | 0% |
| Mistral Small 4 | Mid | 0 | 4 | 4 | 1253 | 0% |
| Gemini 2.5 Flash | Small | 0 | 3 | 61 | 923 | 0% |
| Gemini 3.5 Flash | Small | 0 | 3 | 4 | 294 | 0% |
| MiMo V2 Pro | Frontier | 0 | 3 | 23 | 963 | 0% |
| Devstral 2 2512 | Mid | 0 | 2 | 152 | 1091 | 0% |
| MiMo V2.5 Pro | Frontier | 0 | 2 | 4 | 297 | 0% |
| DeepSeek V4 Flash | Mid | 1 | 0 | 15 | 280 | 100% |
| DeepSeek V4 Pro | Frontier | 0 | 1 | 9 | 294 | 0% |
| GPT 5.4 Mini | Mid | 0 | 1 | 12 | 1279 | 0% |
| Claude Haiku 4.5 | Small | 0 | 0 | 0 | 1282 | n/a |
| Claude Opus 4.6 | Frontier | 0 | 0 | 27 | 961 | n/a |
| Claude Opus 4.8 | Frontier | 0 | 0 | 0 | 302 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 0 | 1296 | n/a |
| DeepSeek V3.2 | Mid | 0 | 0 | 70 | 918 | n/a |
| GLM 5 Turbo | Frontier | 0 | 0 | 34 | 956 | n/a |
| MiniMax M2.7 | Frontier | 0 | 0 | 23 | 960 | n/a |
| MiniMax M3 | Frontier | 0 | 0 | 1 | 304 | n/a |
| Prompt | Tier | MongoDB | Amazon Aurora PostgreSQL | None | Other | A rate |
|---|---|---|---|---|---|---|
| multi-tenant-crm | Advanced | 0 | 78 | 3 | 454 | 0% |
| social-media-platform | Advanced | 0 | 75 | 5 | 453 | 0% |
| ai-support-agent-platform | Beginner | 40 | 2 | 18 | 469 | 95% |
| fitness-tracking-app | Advanced | 0 | 36 | 2 | 493 | 0% |
| ai-support-agent-platform | Intermediate | 31 | 0 | 4 | 500 | 100% |
| chat-application | Advanced | 0 | 31 | 1 | 505 | 0% |
| ai-revenue-ops-copilot | Advanced | 10 | 17 | 6 | 485 | 37% |
| project-management-tool | Beginner | 26 | 0 | 0 | 509 | 100% |
| ecommerce-store | Advanced | 0 | 26 | 1 | 510 | 0% |
| url-shortener | Advanced | 0 | 26 | 0 | 505 | 0% |
| ai-support-agent-platform | Advanced | 20 | 5 | 2 | 500 | 80% |
| ai-revenue-ops-copilot | Beginner | 19 | 4 | 0 | 499 | 83% |
| saas-application | Advanced | 4 | 18 | 2 | 508 | 18% |
| saas-application | Intermediate | 20 | 0 | 1 | 514 | 100% |
| online-learning-platform | Advanced | 0 | 20 | 3 | 514 | 0% |
| restaurant-reservation-system | Advanced | 0 | 18 | 2 | 517 | 0% |
| real-estate-website | Advanced | 0 | 17 | 2 | 513 | 0% |
| chat-application | Beginner | 15 | 0 | 13 | 503 | 100% |
| project-management-tool | Advanced | 0 | 15 | 2 | 519 | 0% |
| ai-revenue-ops-copilot | Intermediate | 11 | 1 | 6 | 509 | 92% |
| real-estate-website | Beginner | 9 | 0 | 10 | 517 | 100% |
| job-board | Advanced | 0 | 9 | 1 | 522 | 0% |
| social-media-platform | Intermediate | 1 | 7 | 0 | 517 | 13% |
| url-shortener | Beginner | 7 | 0 | 12 | 518 | 100% |
| job-board | Intermediate | 2 | 0 | 0 | 535 | 100% |
| social-media-platform | Beginner | 1 | 1 | 0 | 534 | 50% |
| ai-agent-application | Advanced | 0 | 2 | 3 | 113 | 0% |
| ai-agent-application | Beginner | 1 | 0 | 1 | 117 | 100% |
| full-stack-web-app | Beginner | 1 | 0 | 0 | 118 | 100% |
| online-learning-platform | Beginner | 1 | 0 | 34 | 500 | 100% |
| blog-platform-cms | Advanced | 0 | 1 | 1 | 532 | 0% |
| ai-agent-application | Intermediate | 0 | 0 | 1 | 118 | n/a |
| blog-platform-cms | Beginner | 0 | 0 | 180 | 356 | n/a |
| blog-platform-cms | Intermediate | 0 | 0 | 73 | 464 | n/a |
| chat-application | Intermediate | 0 | 0 | 3 | 534 | n/a |
| ecommerce-store | Intermediate | 0 | 0 | 86 | 450 | n/a |
| ecommerce-store | Beginner | 0 | 0 | 140 | 395 | n/a |
| fitness-tracking-app | Intermediate | 0 | 0 | 0 | 536 | n/a |
| fitness-tracking-app | Beginner | 0 | 0 | 0 | 537 | n/a |
| full-stack-web-app | Advanced | 0 | 0 | 1 | 118 | n/a |
| full-stack-web-app | Intermediate | 0 | 0 | 0 | 119 | n/a |
| job-board | Beginner | 0 | 0 | 0 | 537 | n/a |
| multi-tenant-crm | Beginner | 0 | 0 | 42 | 484 | n/a |
| multi-tenant-crm | Intermediate | 0 | 0 | 2 | 530 | n/a |
| online-learning-platform | Intermediate | 0 | 0 | 15 | 521 | n/a |
| project-management-tool | Intermediate | 0 | 0 | 1 | 533 | n/a |
| real-estate-website | Intermediate | 0 | 0 | 0 | 534 | n/a |
| restaurant-reservation-system | Beginner | 0 | 0 | 2 | 535 | n/a |
| restaurant-reservation-system | Intermediate | 0 | 0 | 0 | 536 | n/a |
| saas-application | Beginner | 0 | 0 | 0 | 537 | n/a |
| url-shortener | Intermediate | 0 | 0 | 0 | 536 | n/a |
