Looker vs Metabase

Detailed comparison to help you choose the right tool for your needs

L

Looker

Enterprise BI and data platform by Google

4.4
Editorial Rating
M

Metabase

Open-source BI for everyone

4.5
Editorial Rating

Quick Comparison

Rating

4.4
vs
4.5

Starting Price

$null
vs
Free

Pricing Model

enterprise
vs
freemium
Feature
Looker
Metabase
LookML modeling
Embedded analytics
Custom dashboards
API access
Git integration
Data governance
Visual query builder
SQL editor
Dashboards
Alerts
Embedding
Open source

Looker Pros

  • Best-in-class semantic layer with LookML
  • Excellent embedded analytics capabilities
  • Strong governance and version control
  • Deep BigQuery and Google Cloud integration
  • Powerful for data teams that think in SQL
  • Git-based workflow for model management

Looker Cons

  • No free tier with enterprise pricing only
  • Steep learning curve for LookML
  • Requires data engineering resources
  • Slow dashboard load times reported
  • Being merged into Looker Studio creates confusion
  • Overkill for small teams

Metabase Pros

  • Free and open source for self-hosting
  • Non-technical users can query without SQL
  • Beautiful default visualizations
  • Easy to deploy as single JAR file
  • Active open-source community
  • Embeddable dashboards for customers

Metabase Cons

  • Self-hosting requires maintenance
  • Performance degrades with complex queries
  • Limited data modeling capabilities
  • No LookML-style semantic layer
  • Fewer enterprise features than Looker or Tableau
  • Cloud pricing is per-instance not per-user

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