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Metabase vs Looker (Google Cloud)(2026)

Metabase is better for teams that need free open source. Looker (Google Cloud) is the stronger choice if best semantic layer. Metabase is open-source (from $0) and Looker (Google Cloud) is paid (from $5,000/mo).

Full feature breakdown, pricing details, and pros & cons below.

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Metabase logo

Metabase

open-source

Metabase is an open-source BI tool that lets anyone in your company — not just analysts — ask questions of your database and build dashboards with a no-SQL query builder.

Starting at $0

Visit Metabase
Looker (Google Cloud) logo

Looker (Google Cloud)

paid

Looker is Google's enterprise BI platform featuring LookML — a semantic modeling layer that defines business metrics once and makes them consistent across all reports and dashboards.

Starting at $5,000/mo

Visit Looker (Google Cloud)

How Do Metabase and Looker (Google Cloud) Compare on Features?

FeatureMetabaseLooker (Google Cloud)
Pricing modelopen-sourcepaid
Starting price$0$5,000/mo
No-SQL question builder
Dashboards
Scheduled reports
Embedding
SQL editor
Caching
Self-hosted or cloud
LookML semantic model
Embedded analytics
Data actions
API-first
Git versioning of models
Google Cloud integration

Metabase Pros and Cons vs Looker (Google Cloud)

M

Metabase

+Free open source
+Non-technical user friendly
+Easy embedding
+Active community
Performance on large datasets
Complex permissions in OSS
Limited advanced analytics
L

Looker (Google Cloud)

+Best semantic layer
+Enterprise governance
+Embedding is best-in-class
+Git-versioned models
Very expensive
LookML has steep learning curve
Google acquisition raised concerns

Should You Use Metabase or Looker (Google Cloud)?

Choose Metabase if…

  • Free open source
  • Non-technical user friendly
  • Easy embedding

Choose Looker (Google Cloud) if…

  • Best semantic layer
  • Enterprise governance
  • Embedding is best-in-class

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