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Head to head · 2026

Google Looker vs Zenlytic

Pricing, free plans, ratings, features, pros and cons, side by side. Where one comes out ahead, we mark it.

Google Looker

A semantic modeling layer that defines metrics once, in code

4.3Not listed

Visit Google Looker (opens Google Looker in a new tab)

Zenlytic

Zoë, an AI analyst that produces board-ready documents, not just charts

4.2Not listed

Visit Zenlytic (opens Zenlytic in a new tab)

Who comes out ahead

Based only on the facts in our directory. The right pick still depends on the job you need done.

  • Lower starting price

    Not comparable

    Not comparable: Google Looker does not list a price

  • Free plan

    Tie

    Neither has one

  • Higher rating

    Google Looker

    4.3 against 4.2

  • Same job?

    Yes

    Both are Data and Analytics tools

Side by side

Compared onGoogle LookerZenlytic
Our rating4.3Better4.2
Starts atNot listedNot listed
Free planNoNo
CategoryData and AnalyticsData and Analytics
PlansSee pricingSee pricing
Key features
  • LookML semantic modeling layer for governed metric definitions
  • Metrics defined once, consistent across every dashboard
  • Native integration with BigQuery and Google Cloud data services
  • Owned by Google since a 2019 acquisition
  • No self-serve free tier
  • Zoë, an AI data agent producing full analyses, not just charts
  • Git-native semantic layer with branching and pull-request review
  • Citations linking every number to its source data and calculation
  • Row and column-level permission enforcement per query
  • Outputs include Excel, Word, and PowerPoint formats
Pros
  • Strong metric governance and consistency across an organization
  • Deep native integration with Google Cloud's data services
  • Reduces conflicting numbers across different dashboards
  • Produces genuinely finished documents, not just raw charts or numbers
  • Git-native governance brings real rigor to metric definitions
  • Citations support verifying exactly where a number came from
Cons
  • No free tier or transparent self-serve pricing
  • Code-first LookML approach has a steeper learning curve than drag-and-drop tools
  • Full value requires investment in properly modeling data upfront
  • No free tier or transparent self-serve pricing
  • Enterprise sales process required to evaluate
  • Overlaps conceptually with Wren AI's similar git-native governance approach
CompanyGoogle, founded 2012Zenlytic

Prices come from each vendor's pricing page, last checked 20260703. Check the vendor before you buy.

FAQ

Questions people ask

Is Google Looker better than Zenlytic?

In our reviews Google Looker scores 4.3 and Zenlytic scores 4.2. The better pick depends on the job. Google Looker: A semantic modeling layer that defines metrics once, in code. Zenlytic: Zoë, an AI analyst that produces board-ready documents, not just charts.

Which is cheaper, Google Looker or Zenlytic?

Google Looker: see pricing. Zenlytic: see pricing.

Do Google Looker and Zenlytic have free plans?

Neither lists a free plan.

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