Looker vs Metabase — Which One Wins?
A detailed, side-by-side comparison of Looker and Metabase to help you pick the right tool for your workflow.
Quick Verdict
Metabase takes the lead with a 4.4 rating and is best for teams wanting bi and dashboards without enterprise pricing. self-hosted for maximum value.. Looker (4.1) is the better pick if you need data teams needing governed, consistent metrics with a semantic modeling layer..
Side-by-Side Comparison
| Criteria | Looker | Metabase |
|---|---|---|
| Rating | ★★★★ 4.1(134) | ★★★★ 4.4(198) |
| Pricing Model | paid | open_source |
| Starter Price | Custom pricing | $85/mo (Cloud Starter, 5 users) |
| Free Tier | Yes | Yes |
| Platforms | web | web, linux |
| Learning Curve | hard | easy |
| API Available | Yes | Yes |
| Best For | Data teams needing governed, consistent metrics with a semantic modeling layer. | Teams wanting BI and dashboards without enterprise pricing. Self-hosted for maximum value. |
| Verdict | situational | recommended |
Feature Checklist
| Feature | Looker | Metabase |
|---|---|---|
| LookML semantic modeling layer | — | |
| Governed metric definitions | — | |
| Explores for self-serve analysis | — | |
| Embedded analytics | — | |
| Google Cloud/BigQuery integration | — | |
| API-first architecture | — | |
| Visual query builder (no SQL needed) | — | |
| Interactive dashboards | — | |
| Embeddable analytics | — | |
| SQL editor for advanced users | — | |
| Alerts and subscriptions | — | |
| Open source and self-hostable | — |
Looker
Pros
- ✓LookML ensures metric consistency across the organization
- ✓Explores provide governed self-serve analytics
- ✓Deep Google Cloud and BigQuery integration
Cons
- ✕Enterprise-only pricing (typically $5K+/month)
- ✕LookML requires data engineering investment
- ✕Google acquisition has created uncertainty about product direction
Metabase
Pros
- ✓Free self-hosted with no feature limitations
- ✓Visual query builder accessible to non-technical users
- ✓Embeddable analytics for building data products
Cons
- ✕Self-hosting requires DevOps resources
- ✕Cloud pricing jumps quickly above free tier
- ✕Less powerful than Tableau for complex enterprise analysis
The Bottom Line
Both Looker and Metabase are solid tools in the Analytics & Data space. Metabase edges ahead with a stronger overall rating (4.4 vs 4.1) and is the better choice for teams wanting bi and dashboards without enterprise pricing. self-hosted for maximum value.. However, if you prioritize data teams needing governed, consistent metrics with a semantic modeling layer., Looker is worth serious consideration. We recommend trying the free tier or trial of each before committing.