Looker vs Metabase: Analytics Comparison (2026)
An independent side-by-side comparison of Looker and Metabase for analytics buyers — pricing, features, integrations, and how often each is cited by major AI engines.
AI Citation Scorecard
How often each is cited by major AI engines when buyers ask analytics questions. Last 90 days across ChatGPT, Perplexity, Gemini, Claude, and Copilot.
Probes run hourly; each (engine × query) combo retests every ~3 days.
Pricing
Key Features
- ✓LookML for SQL-based modeling
- ✓Integration with Data Studio
- ✓Cloud infrastructure on Google Cloud
- ✓Prebuilt and custom integrations
- ✓Ask questions with AI
- ✓SQL generation
- ✓20+ supported data sources
- ✓Unlimited questions & dashboards
- ✓Write SQL or explore just by clicking
- ✓3-day support for Starter
- ✓Embed unlimited charts and dashboards
- ✓Row and column level permissions
When to choose Looker
Choose Looker if your team prioritizes its strengths over Metabase's. Full guidance populates as Looker's feature data is indexed.
When to choose Metabase
Choose Metabase if your team prioritizes its strengths over Looker's. Full guidance populates as Metabase's feature data is indexed.
AI visibility profiles
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looker.com
metabase.com