Bubble
Databricks
| Feature | Bubble | Databricks |
|---|---|---|
| Pricing | Free / from $32/mo | Free / from $0.07/mo |
| Free Plan | ✓ Yes | ✓ Yes |
| Rating | 4.4 / 5 | 4.5 / 5 |
| Best For | non-technical-founders, startups, mvp-builders, agencies, solopreneurs | data-engineering-teams, ml-teams, enterprises, large-scale-analytics |
| Founded | 2012 | 2013 |
| Visual Editor | ✓ | ✗ |
| Database | ✓ | ✗ |
| Workflows | ✓ | ✗ |
| Api Connector | ✓ | ✗ |
| User Auth | ✓ | ✗ |
| Responsive Design | ✓ | ✗ |
| Plugins | ✓ | ✗ |
| Data Lakehouse | ✗ | ✓ |
| Sql Analytics | ✗ | ✓ |
| Machine Learning | ✗ | ✓ |
| Real Time Streaming | ✗ | ✓ |
| Data Governance | ✗ | ✓ |
| Notebooks | ✗ | ✓ |
| Delta Lake | ✗ | ✓ |
✓ Bubble Pros
- Can build genuinely complex applications
- Built-in database and user authentication
- Marketplace of plugins and templates
- API connector for any external service
✗ Bubble Cons
- Steep learning curve for no-code
- Performance can be slow at scale
- Vendor lock-in — hard to migrate away
✓ 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
The Verdict
Bubble is built for non technical founders and startups, with a focus on visual-editor and database. Databricks targets data engineering teams and ml teams and leads with data-lakehouse and sql-analytics.
On pricing, Databricks is the clear winner for budget-conscious users — starting at $0.07/mo compared to $32/mo for Bubble. That $31.93/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.
This is a genuinely close comparison. If you can, sign up for both free trials (where available) and run a one-week test with your actual team tasks before deciding.