dbt
Umami
| Feature | dbt | Umami |
|---|---|---|
| Pricing | Free / from $100/mo | Free / from $9/mo |
| Free Plan | ✓ Yes | ✓ Yes |
| Rating | 4.6 / 5 | 4.5 / 5 |
| Best For | data-teams, analytics-engineers, bi-teams, data-driven-companies | indie-developers, privacy-focused-sites, bloggers, small-businesses |
| Founded | 2016 | 2020 |
| Sql Transformations | ✓ | ✗ |
| Data Testing | ✓ | ✗ |
| Documentation | ✓ | ✗ |
| Version Control | ✓ | ✗ |
| Scheduling | ✓ | ✗ |
| Lineage | ✓ | ✗ |
| Metrics Layer | ✓ | ✗ |
| Page Views | ✗ | ✓ |
| Custom Events | ✗ | ✓ |
| Realtime Dashboard | ✗ | ✓ |
| Utm Tracking | ✗ | ✓ |
| Multi Site | ✗ | ✓ |
| Api | ✗ | ✓ |
| Teams | ✗ | ✓ |
✓ dbt Pros
- Industry standard for data transformation in warehouses
- SQL-based (accessible to analysts, not just engineers)
- Excellent testing and documentation framework
- dbt Core is fully open-source and free
✗ dbt Cons
- dbt Cloud pricing can be steep for large teams
- Requires a data warehouse (does not store data)
- Learning curve for software engineering practices
✓ 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
dbt is built for data teams and analytics engineers, with a focus on sql-transformations and data-testing. Umami targets indie developers and privacy focused sites and leads with page-views and custom-events.
On pricing, Umami is the clear winner for budget-conscious users — starting at $9/mo compared to $100/mo for dbt. That $91/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.
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.