Databricks
Looker Studio
| Feature | Databricks | Looker Studio |
|---|---|---|
| Pricing | Free / from $0.07/mo | Free / from $9/mo |
| Free Plan | ✓ Yes | ✓ Yes |
| Rating | 4.5 / 5 | 4.2 / 5 |
| Best For | data-engineering-teams, ml-teams, enterprises, large-scale-analytics | marketers, analysts, google-ads-users, small-businesses |
| Founded | 2013 | 2016 |
| Data Lakehouse | ✓ | ✗ |
| Sql Analytics | ✓ | ✗ |
| Machine Learning | ✓ | ✗ |
| Real Time Streaming | ✓ | ✗ |
| Data Governance | ✓ | ✗ |
| Notebooks | ✓ | ✗ |
| Delta Lake | ✓ | ✗ |
| Dashboards | ✗ | ✓ |
| Data Connectors | ✗ | ✓ |
| Visualizations | ✗ | ✓ |
| Sharing | ✗ | ✓ |
| Templates | ✗ | ✓ |
| Calculated Fields | ✗ | ✓ |
✓ 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
✓ Looker Studio Pros
- Free
- Google data integration
- Shareable dashboards
- Many connectors
✗ Looker Studio Cons
- Can be slow
- Limited data blending
- Basic compared to paid tools
The Verdict
Databricks is built for data engineering teams and ml teams, with a focus on data-lakehouse and sql-analytics. Looker Studio targets marketers and analysts and leads with dashboards and data-connectors.
On pricing, Databricks is the clear winner for budget-conscious users — starting at $0.07/mo compared to $9/mo for Looker Studio. That $8.93/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 Looker Studio takes a more focused approach — which can mean a simpler, faster onboarding experience.
Bottom line: Databricks has a slight overall edge — but if free matters most to you, Looker Studio may still be the right call.