dbt
Ragic
| Feature | dbt | Ragic |
|---|---|---|
| Pricing | Free / from $100/mo | Free / from $25/mo |
| Free Plan | ✓ Yes | ✓ Yes |
| Rating | 4.6 / 5 | 4 / 5 |
| Best For | data-teams, analytics-engineers, bi-teams, data-driven-companies | business-analysts, operations-teams, manufacturing, administrative-teams |
| Founded | 2016 | 2008 |
| Sql Transformations | ✓ | ✗ |
| Data Testing | ✓ | ✗ |
| Documentation | ✓ | ✗ |
| Version Control | ✓ | ✗ |
| Scheduling | ✓ | ✗ |
| Lineage | ✓ | ✗ |
| Metrics Layer | ✓ | ✗ |
| Form Builder | ✗ | ✓ |
| Workflow Approval | ✗ | ✓ |
| Subtables | ✗ | ✓ |
| Reports | ✗ | ✓ |
| Api Access | ✗ | ✓ |
| Role Based Access | ✗ | ✓ |
✓ 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
✓ Ragic Pros
- Intuitive spreadsheet-to-app conversion
- Strong form and workflow features
- On-premise deployment available
- Good for structured business data
✗ Ragic Cons
- Dated visual design
- Limited collaboration features
- Steeper pricing for larger teams
The Verdict
dbt is built for data teams and analytics engineers, with a focus on sql-transformations and data-testing. Ragic targets business analysts and operations teams and leads with form-builder and workflow-approval.
On pricing, Ragic is the clear winner for budget-conscious users — starting at $25/mo compared to $100/mo for dbt. That $75/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). 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 Ragic takes a more focused approach — which can mean a simpler, faster onboarding experience.
Bottom line: dbt has a slight overall edge — but if intuitive spreadsheet-to-app conversion matters most to you, Ragic may still be the right call.