dbt
Grist
| Feature | dbt | Grist |
|---|---|---|
| Pricing | Free / from $100/mo | Free / from $10/mo |
| Free Plan | ✓ Yes | ✓ Yes |
| Rating | 4.6 / 5 | 4.3 / 5 |
| Best For | data-teams, analytics-engineers, bi-teams, data-driven-companies | developers, data-teams, non-profits, open-source-advocates |
| Founded | 2016 | 2019 |
| Sql Transformations | ✓ | ✗ |
| Data Testing | ✓ | ✗ |
| Documentation | ✓ | ✗ |
| Version Control | ✓ | ✗ |
| Scheduling | ✓ | ✗ |
| Lineage | ✓ | ✗ |
| Metrics Layer | ✓ | ✗ |
| Relational Data | ✗ | ✓ |
| Python Formulas | ✗ | ✓ |
| Custom Widgets | ✗ | ✓ |
| Access Rules | ✗ | ✓ |
| Incremental Imports | ✗ | ✓ |
| Api | ✗ | ✓ |
✓ 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
✓ Grist Pros
- Fully open-source (Apache 2.0)
- Python formulas instead of spreadsheet formulas
- Self-hostable
- Strong access control and permissions
✗ Grist Cons
- Fewer integrations than Airtable
- Smaller template library
- Less intuitive for non-technical users
The Verdict
dbt is built for data teams and analytics engineers, with a focus on sql-transformations and data-testing. Grist targets developers and data teams and leads with relational-data and python-formulas.
On pricing, Grist is the clear winner for budget-conscious users — starting at $10/mo compared to $100/mo for dbt. That $90/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, dbt offers broader built-in capabilities (7 features vs 6), while Grist takes a more focused approach — which can mean a simpler, faster onboarding experience.
Both tools are a solid fit for data teams — in those cases, the decision often comes down to workflow style and how your team prefers to organize work.
Bottom line: dbt has a slight overall edge — but if fully open-source (apache 2.0) matters most to you, Grist may still be the right call.