Leading: Amazon Aurora PostgreSQL (65.8%)
| Metric | Value |
|---|---|
| MongoDB wins | 219 |
| Amazon Aurora PostgreSQL wins | 422 |
| Abstains (no tool) | 668 |
| Other tool chosen | 23528 |
| Decisive cases | 641 |
| MongoDB win rate (unweighted) | 34.2% |
| 95% CI | 30.6% - 37.9% |
| MongoDB win rate (weighted) | 34.2% |
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 | 232 | 4 | 1064 | 0% |
| Llama 4 Scout | Small | 149 | 12 | 12 | 1123 | 93% |
| Llama 4 Maverick | Frontier | 69 | 42 | 94 | 1088 | 62% |
| GPT 5.5 | Frontier | 0 | 39 | 5 | 313 | 0% |
| Kimi K2.7 Code | Frontier | 0 | 24 | 5 | 325 | 0% |
| GPT 5.4 | Frontier | 0 | 21 | 7 | 915 | 0% |
| DeepSeek R1 0528 | Frontier | 0 | 9 | 37 | 1251 | 0% |
| GLM 5.2 | Frontier | 0 | 7 | 0 | 350 | 0% |
| Qwen3 Coder Next | Mid | 0 | 6 | 9 | 1279 | 0% |
| Gemini 2.5 Pro | Frontier | 0 | 5 | 52 | 1241 | 0% |
| Kimi K2.5 | Frontier | 0 | 5 | 16 | 902 | 0% |
| Gemini 3.5 Flash | Small | 0 | 4 | 5 | 343 | 0% |
| Mistral Small 4 | Mid | 0 | 4 | 5 | 1259 | 0% |
| Gemini 2.5 Flash | Small | 0 | 3 | 58 | 881 | 0% |
| MiMo V2 Pro | Frontier | 0 | 3 | 23 | 918 | 0% |
| Devstral 2 2512 | Mid | 0 | 2 | 145 | 1053 | 0% |
| MiMo V2.5 Pro | Frontier | 0 | 2 | 4 | 347 | 0% |
| DeepSeek V4 Flash | Mid | 1 | 0 | 16 | 330 | 100% |
| DeepSeek V4 Pro | Frontier | 0 | 1 | 10 | 344 | 0% |
| GPT 5.4 Mini | Mid | 0 | 1 | 12 | 1285 | 0% |
| Claude Haiku 4.5 | Small | 0 | 0 | 0 | 1288 | n/a |
| Claude Opus 4.6 | Frontier | 0 | 0 | 26 | 917 | n/a |
| Claude Opus 4.8 | Frontier | 0 | 0 | 0 | 351 | n/a |
| Claude Sonnet 4.6 | Frontier | 0 | 0 | 0 | 1302 | n/a |
| DeepSeek V3.2 | Mid | 0 | 0 | 68 | 875 | n/a |
| GLM 5 Turbo | Frontier | 0 | 0 | 32 | 913 | n/a |
| MiniMax M2.7 | Frontier | 0 | 0 | 22 | 916 | n/a |
| MiniMax M3 | Frontier | 0 | 0 | 1 | 355 | n/a |
| Prompt | Tier | MongoDB | Amazon Aurora PostgreSQL | None | Other | A rate |
|---|---|---|---|---|---|---|
| multi-tenant-crm | Advanced | 0 | 79 | 3 | 453 | 0% |
| social-media-platform | Advanced | 0 | 79 | 4 | 450 | 0% |
| ai-support-agent-platform | Beginner | 40 | 2 | 19 | 468 | 95% |
| fitness-tracking-app | Advanced | 0 | 38 | 2 | 490 | 0% |
| ai-support-agent-platform | Intermediate | 30 | 0 | 3 | 502 | 100% |
| chat-application | Advanced | 0 | 30 | 1 | 506 | 0% |
| project-management-tool | Beginner | 28 | 0 | 0 | 507 | 100% |
| ecommerce-store | Advanced | 0 | 28 | 1 | 508 | 0% |
| url-shortener | Advanced | 0 | 27 | 0 | 503 | 0% |
| ai-support-agent-platform | Advanced | 20 | 5 | 2 | 499 | 80% |
| ai-revenue-ops-copilot | Advanced | 9 | 16 | 5 | 490 | 36% |
| ai-revenue-ops-copilot | Beginner | 19 | 4 | 0 | 499 | 83% |
| saas-application | Advanced | 3 | 19 | 2 | 508 | 14% |
| online-learning-platform | Advanced | 0 | 22 | 3 | 512 | 0% |
| saas-application | Intermediate | 20 | 0 | 1 | 514 | 100% |
| 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 | 12 | 1 | 6 | 508 | 92% |
| job-board | Advanced | 0 | 10 | 1 | 521 | 0% |
| social-media-platform | Intermediate | 1 | 8 | 0 | 517 | 11% |
| real-estate-website | Beginner | 8 | 0 | 9 | 519 | 100% |
| url-shortener | Beginner | 7 | 0 | 13 | 517 | 100% |
| job-board | Intermediate | 2 | 0 | 0 | 535 | 100% |
| social-media-platform | Beginner | 1 | 1 | 0 | 534 | 50% |
| ai-agent-application | Advanced | 0 | 2 | 4 | 131 | 0% |
| ai-agent-application | Beginner | 1 | 0 | 2 | 135 | 100% |
| full-stack-web-app | Beginner | 1 | 0 | 0 | 137 | 100% |
| online-learning-platform | Intermediate | 1 | 0 | 14 | 521 | 100% |
| online-learning-platform | Beginner | 1 | 0 | 33 | 501 | 100% |
| blog-platform-cms | Advanced | 0 | 1 | 1 | 532 | 0% |
| ai-agent-application | Intermediate | 0 | 0 | 1 | 137 | n/a |
| blog-platform-cms | Beginner | 0 | 0 | 179 | 357 | n/a |
| blog-platform-cms | Intermediate | 0 | 0 | 72 | 465 | n/a |
| chat-application | Intermediate | 0 | 0 | 2 | 535 | n/a |
| ecommerce-store | Intermediate | 0 | 0 | 83 | 453 | n/a |
| ecommerce-store | Beginner | 0 | 0 | 136 | 399 | 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 | 137 | n/a |
| full-stack-web-app | Intermediate | 0 | 0 | 0 | 138 | n/a |
| job-board | Beginner | 0 | 0 | 0 | 537 | n/a |
| multi-tenant-crm | Beginner | 0 | 0 | 41 | 486 | n/a |
| multi-tenant-crm | Intermediate | 0 | 0 | 2 | 531 | n/a |
| project-management-tool | Intermediate | 0 | 0 | 0 | 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 | 1 | 535 | n/a |
| saas-application | Beginner | 0 | 0 | 0 | 537 | n/a |
| url-shortener | Intermediate | 0 | 0 | 0 | 537 | n/a |
