Metabase vs Databricks: Analytics Comparison (2026)
An independent side-by-side comparison of Metabase and Databricks 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
- ✓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
- ✓Pay as you go model
- ✓DBU for pricing
- ✓Commitment benefits available
- ✓Cross-platform capabilities
When to choose Metabase
Choose Metabase if your team prioritizes its strengths over Databricks's. Full guidance populates as Metabase's feature data is indexed.
When to choose Databricks
Choose Databricks if your team prioritizes its strengths over Metabase's. Full guidance populates as Databricks's feature data is indexed.
AI visibility profiles
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metabase.com
databricks.com