Databricks
Stackby
| Feature | Databricks | Stackby |
|---|---|---|
| Pricing | Free / from $0.07/mo | Free / from $5/mo |
| Free Plan | ✓ Yes | ✓ Yes |
| Rating | 4.5 / 5 | 4.1 / 5 |
| Best For | data-engineering-teams, ml-teams, enterprises, large-scale-analytics | small-businesses, solopreneurs, budget-conscious-teams, non-technical-users |
| Founded | 2013 | 2019 |
| Data Lakehouse | ✓ | ✗ |
| Sql Analytics | ✓ | ✗ |
| Machine Learning | ✓ | ✗ |
| Real Time Streaming | ✓ | ✗ |
| Data Governance | ✓ | ✗ |
| Notebooks | ✓ | ✗ |
| Delta Lake | ✓ | ✗ |
| Api Columns | ✗ | ✓ |
| Column Types | ✗ | ✓ |
| Views | ✗ | ✓ |
| Forms | ✗ | ✓ |
| Automations | ✗ | ✓ |
| Pre Built Templates | ✗ | ✓ |
✓ 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
✓ Stackby Pros
- Very affordable pricing
- API column type for live data
- Pre-built templates for common use cases
- Good Airtable alternative
✗ Stackby Cons
- Smaller user community
- UI less polished than competitors
- Limited automation capabilities
The Verdict
Databricks is built for data engineering teams and ml teams, with a focus on data-lakehouse and sql-analytics. Stackby targets small businesses and solopreneurs and leads with api-columns and column-types.
Pricing is close: Databricks starts at $0.07/mo versus $5/mo for Stackby — not a deciding factor on its own.
Both offer free plans, so you can test each with your real workflow before committing to a subscription.
Databricks edges out on user ratings (4.5 vs 4.1). While both are well-regarded, that gap reflects real differences in user satisfaction worth considering.
Feature-wise, Databricks offers broader built-in capabilities (7 features vs 6), while Stackby takes a more focused approach — which can mean a simpler, faster onboarding experience.
Bottom line: Databricks has a slight overall edge — but if very affordable pricing matters most to you, Stackby may still be the right call.