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Looker Review

★★★★4.4

Google Cloud's modern BI platform built on a semantic modeling layer.

Key features

  • LookML modeling layer for governed metrics
  • Embedded analytics/Embed Edition
  • Real-time in-database queries
  • Scheduled data actions/alerts

Pros / Cons

  • + Strong single source-of-truth semantic layer
  • + Robust API/embedding
  • + Deep Google Cloud integration
  • - LookML has a real engineering learning curve
  • - Opaque/high pricing requiring sales negotiation

Pricing: Fully custom/quote-based via Google Cloud sales — Standard Edition (<50 users) roughly $50K–75K/yr, Enterprise ~$100K–200K/yr, large enterprise $200K–500K+/yr; BigQuery compute billed separately  ·  Best for: Data-engineering-mature orgs on Google Cloud wanting a governed semantic layer for embedded/self-serve BI