Looker vs Metabase

AI Data Analysis comparison · Updated Mar 2026

🏆
Quick Verdict
Looker wins overall
Looker edges ahead with overall stronger positioning. Choose Metabase if you need Free open source.
✍️ Writing Looker
💻 Coding Looker
👥 Teams Looker
💰 Budget Metabase
🏢 Enterprise Looker
Choose Looker if…
Strong semantic layer; Git-based workflows
Visit Looker →
Choose Metabase if…
Free open source; Easy to set up
Visit Metabase →

At a Glance

Looker 🏆 Metabase
Category AI Data Analysis AI Data Analysis
Pricing enterprise freemium
Starting Price Paid Freemium
Best For data-analysis, business-intelligence, google-cloud data-analysis, business-intelligence, open-source
Features Listed 6 6

Feature Comparison

Looker 🏆 Metabase
LookML modeling Open source
Embedded analytics Question builder
Gemini AI integration SQL editor
API-first design Dashboards
Data governance Embedding
Git version control Alerts and subscriptions

Pricing Comparison

Looker
enterprise
Custom
Custom pricing through Google Cloud. Looker Studio is free. Looker enterprise requires quote.
Metabase
freemium
Best Value
Paid
Open source is free. Pro at $85/mo for 5 users. Enterprise custom pricing.

Strengths & Weaknesses

Looker 🏆
Pros
  • +Strong semantic layer
  • +Git-based workflows
  • +Scalable
  • +Excellent embedded analytics
Cons
  • LookML learning curve
  • Expensive
  • Tied to Google Cloud
Metabase
Pros
  • +Free open source
  • +Easy to set up
  • +Great UI
  • +Active community
Cons
  • Limited advanced analytics
  • Performance at scale
  • Fewer enterprise features on free tier

Winner by Buyer Type

Buyer Type Best Pick Reason
Solo Developer Metabase Dev-friendly features + low cost
Marketing Team Looker Content creation & collaboration
Enterprise Looker Scalability & admin controls
Budget-Conscious Metabase Best value at lowest price
Content Creators Looker Output quality & creative tools
Technical Teams Looker API access & developer features

Final Recommendation

🏆 Overall Winner
Looker
Looker comes out ahead in this comparison. At Paid, it offers strong semantic layer. If Metabase fits your workflow better based on the use-case breakdown above, go with that — but for most users, Looker is the safer default choice.

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