Databricks
SeaTable
| Feature | Databricks | SeaTable |
|---|---|---|
| Pricing | Free / from $0.07/mo | Free / from $7/mo |
| Free Plan | ✓ Yes | ✓ Yes |
| Rating | 4.5 / 5 | 4.2 / 5 |
| Best For | data-engineering-teams, ml-teams, enterprises, large-scale-analytics | privacy-conscious-teams, european-companies, self-hosters, research-teams |
| Founded | 2013 | 2020 |
| Data Lakehouse | ✓ | ✗ |
| Sql Analytics | ✓ | ✗ |
| Machine Learning | ✓ | ✗ |
| Real Time Streaming | ✓ | ✗ |
| Data Governance | ✓ | ✗ |
| Notebooks | ✓ | ✗ |
| Delta Lake | ✓ | ✗ |
| Spreadsheet Interface | ✗ | ✓ |
| Python Scripting | ✗ | ✓ |
| Forms | ✗ | ✓ |
| Statistics | ✗ | ✓ |
| Plugins | ✗ | ✓ |
| Self Hosting | ✗ | ✓ |
✓ Databricks Pros
- Unified platform for data engineering, science, and analytics
- Delta Lake provides ACID transactions on data lakes
- Excellent ML/AI capabilities with MLflow integration
- Community Edition is free for learning
✗ Databricks Cons
- Complex pricing with DBU credits
- Requires data engineering expertise to configure
- Vendor lock-in once deeply integrated
✓ 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
Databricks is built for data engineering teams and ml teams, with a focus on data-lakehouse and sql-analytics. SeaTable targets privacy conscious teams and european companies and leads with spreadsheet-interface and python-scripting.
On pricing, Databricks is the clear winner for budget-conscious users — starting at $0.07/mo compared to $7/mo for SeaTable. That $6.93/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.
Feature-wise, Databricks 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: Databricks has a slight overall edge — but if self-hostable with docker matters most to you, SeaTable may still be the right call.