dbt
Looker Studio
| Feature | dbt | Looker Studio |
|---|---|---|
| Pricing | Free / from $100/mo | Free / from $9/mo |
| Free Plan | ✓ Yes | ✓ Yes |
| Rating | 4.6 / 5 | 4.2 / 5 |
| Best For | data-teams, analytics-engineers, bi-teams, data-driven-companies | marketers, analysts, google-ads-users, small-businesses |
| Founded | 2016 | 2016 |
| Sql Transformations | ✓ | ✗ |
| Data Testing | ✓ | ✗ |
| Documentation | ✓ | ✗ |
| Version Control | ✓ | ✗ |
| Scheduling | ✓ | ✗ |
| Lineage | ✓ | ✗ |
| Metrics Layer | ✓ | ✗ |
| Dashboards | ✗ | ✓ |
| Data Connectors | ✗ | ✓ |
| Visualizations | ✗ | ✓ |
| Sharing | ✗ | ✓ |
| Templates | ✗ | ✓ |
| Calculated Fields | ✗ | ✓ |
✓ 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
✓ Looker Studio Pros
- Free
- Google data integration
- Shareable dashboards
- Many connectors
✗ Looker Studio Cons
- Can be slow
- Limited data blending
- Basic compared to paid tools
The Verdict
dbt is built for data teams and analytics engineers, with a focus on sql-transformations and data-testing. Looker Studio targets marketers and analysts and leads with dashboards and data-connectors.
On pricing, Looker Studio 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.
dbt edges out on user ratings (4.6 vs 4.2). While both are well-regarded, that gap reflects real differences in user satisfaction worth considering.
Feature-wise, dbt offers broader built-in capabilities (7 features vs 6), while Looker Studio takes a more focused approach — which can mean a simpler, faster onboarding experience.
Bottom line: dbt has a slight overall edge — but if free matters most to you, Looker Studio may still be the right call.