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Looker (Google Cloud) vs Metabase(2026)

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

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

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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)
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

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

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

Looker (Google Cloud) Pros and Cons vs Metabase

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
M

Metabase

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

Should You Use Looker (Google Cloud) or Metabase?

Choose Looker (Google Cloud) if…

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

Choose Metabase if…

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

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