MongoDB
Umami
| Feature | MongoDB | Umami |
|---|---|---|
| Pricing | Free / from $0.1/mo | Free / from $9/mo |
| Free Plan | ✓ Yes | ✓ Yes |
| Rating | 4.5 / 5 | 4.5 / 5 |
| Best For | startups, app-developers, content-management, iot-applications | indie-developers, privacy-focused-sites, bloggers, small-businesses |
| Founded | 2007 | 2020 |
| Document Storage | ✓ | ✗ |
| Atlas Cloud | ✓ | ✗ |
| Aggregation Pipeline | ✓ | ✗ |
| Full Text Search | ✓ | ✗ |
| Change Streams | ✓ | ✗ |
| Sharding | ✓ | ✗ |
| Time Series | ✓ | ✗ |
| Atlas Search | ✓ | ✗ |
| Page Views | ✗ | ✓ |
| Custom Events | ✗ | ✓ |
| Realtime Dashboard | ✗ | ✓ |
| Utm Tracking | ✗ | ✓ |
| Multi Site | ✗ | ✓ |
| Api | ✗ | ✓ |
| Teams | ✗ | ✓ |
✓ MongoDB Pros
- Flexible document model handles varied data structures
- Atlas cloud service simplifies deployment and scaling
- Excellent developer experience and documentation
- Strong aggregation framework for complex queries
- Horizontal scaling with built-in sharding
✗ MongoDB Cons
- Not ideal for highly relational data
- Atlas costs can escalate with heavy usage
- Transactions less mature than relational databases
✓ Umami Pros
- Completely open-source and self-hostable for free
- Beautiful, clean dashboard interface
- No cookies required (GDPR/CCPA compliant by default)
- Lightweight script (under 2KB) does not slow sites
✗ Umami Cons
- Limited advanced analytics features
- No conversion funnel or cohort analysis
- Self-hosting requires database management
The Verdict
MongoDB is built for startups and app developers, with a focus on document-storage and atlas-cloud. Umami targets indie developers and privacy focused sites and leads with page-views and custom-events.
On pricing, MongoDB is the clear winner for budget-conscious users — starting at $0.1/mo compared to $9/mo for Umami. That $8.9/mo difference adds up quickly for growing teams.
Both offer free plans, so you can test each with your real workflow before committing to a subscription.
Feature-wise, MongoDB offers broader built-in capabilities (8 features vs 7), while Umami takes a more focused approach — which can mean a simpler, faster onboarding experience.
This is a genuinely close comparison. If you can, sign up for both free trials (where available) and run a one-week test with your actual team tasks before deciding.