What is the difference between Metabase and Looker?

Metabase focuses on Open source and is freemium, while Looker specializes in LookML modeling and is enterprise. Both are AI Data Analysis tools.

Is Metabase or Looker better?

It depends on your needs. Metabase excels at Free open source, while Looker is known for Strong semantic layer. Compare their features above to decide which fits your workflow.

Metabase vs Looker

AI Data Analysis tools comparison · Updated 2026

Choosing between Metabase and Looker? Both are popular AI Data Analysis tools. Metabase starts at Freemium and focuses on Open source. Looker starts at Paid and specializes in LookML modeling. Here's a detailed side-by-side comparison to help you decide.

At a Glance

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

Metabase

Open-source BI tool for self-service data exploration and dashboard building.

AI Data Analysis freemium

Visit Metabase → Alternatives

Looker

Google Cloud BI with LookML semantic layer and Gemini AI-powered analytics.

AI Data Analysis enterprise

Visit Looker → Alternatives

Feature Comparison

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

Pricing Comparison

Metabase

freemium

Open source is free. Pro at $85/mo for 5 users. Enterprise custom pricing.

Looker

enterprise

Custom pricing through Google Cloud. Looker Studio is free. Looker enterprise requires quote.

Pros & Cons

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

Looker

Pros

+ Strong semantic layer
+ Git-based workflows
+ Scalable
+ Excellent embedded analytics

Cons

− LookML learning curve
− Expensive
− Tied to Google Cloud

The Verdict

Both Metabase and Looker are strong AI Data Analysis tools. Metabase stands out for Free open source, making it ideal if that's your priority. Looker excels at Strong semantic layer, which may be more important for your workflow. Price-wise, Metabase is freemium while Looker is enterprise, so budget may also factor in.