dbt
SeaTable
| Feature | dbt | SeaTable |
|---|---|---|
| Pricing | Free / from $100/mo | Free / from $7/mo |
| Free Plan | ✓ Yes | ✓ Yes |
| Rating | 4.6 / 5 | 4.2 / 5 |
| Best For | data-teams, analytics-engineers, bi-teams, data-driven-companies | privacy-conscious-teams, european-companies, self-hosters, research-teams |
| Founded | 2016 | 2020 |
| Sql Transformations | ✓ | ✗ |
| Data Testing | ✓ | ✗ |
| Documentation | ✓ | ✗ |
| Version Control | ✓ | ✗ |
| Scheduling | ✓ | ✗ |
| Lineage | ✓ | ✗ |
| Metrics Layer | ✓ | ✗ |
| Spreadsheet Interface | ✗ | ✓ |
| Python Scripting | ✗ | ✓ |
| Forms | ✗ | ✓ |
| Statistics | ✗ | ✓ |
| Plugins | ✗ | ✓ |
| Self Hosting | ✗ | ✓ |
✓ 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
✓ SeaTable Pros
- Self-hostable with Docker
- Python scripting for automation
- GDPR-compliant European hosting
- Flexible column types including files
✗ SeaTable Cons
- Smaller community than Airtable
- Plugin ecosystem still growing
- Mobile experience is basic
The Verdict
dbt is built for data teams and analytics engineers, with a focus on sql-transformations and data-testing. SeaTable targets privacy conscious teams and european companies and leads with spreadsheet-interface and python-scripting.
On pricing, SeaTable is the clear winner for budget-conscious users — starting at $7/mo compared to $100/mo for dbt. That $93/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 SeaTable takes a more focused approach — which can mean a simpler, faster onboarding experience.
Bottom line: dbt has a slight overall edge — but if self-hostable with docker matters most to you, SeaTable may still be the right call.