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Head to head · 2026

Google Looker vs Omni

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)

Omni

A semantic layer with Git version control and branch mode for testing changes

4.3Not listed

Visit Omni (opens Omni 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

    Tie

    4.3 against 4.3

  • Same job?

    Yes

    Both are Data and Analytics tools

Side by side

Compared onGoogle LookerOmni
Our rating4.34.3
Starts atNot listedNot listed
Free planNoNo
CategoryData and AnalyticsData and Analytics
PlansSee pricing
  • Omni platformQuote only (request a demo)
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
  • One semantic layer grounding dashboards, spreadsheets, SQL, and AI chat consistently
  • Branch mode tests semantic-model changes before merging, Git-versioned underneath
  • MCP server extends the governed semantic layer to Claude, ChatGPT, and Cursor
  • Built-in modeling agent, reusable skills, and CLI for automation
  • Supports Snowflake, BigQuery, Databricks, Redshift, Postgres, and more
Pros
  • Strong metric governance and consistency across an organization
  • Deep native integration with Google Cloud's data services
  • Reduces conflicting numbers across different dashboards
  • Git-style branch testing on the data model is a genuinely distinct governance approach
  • One semantic layer keeps every query method, including AI chat, consistent
  • MCP integration extends governed data access into tools already in daily use
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
  • Pricing isn't published, requires a demo or trial to get a quote
  • Branch-mode governance adds a workflow layer a smaller team may not need
  • Newer company, founded 2022, relative to established enterprise BI platforms
CompanyGoogle, founded 2012Omni, founded 2022

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 Omni?

In our reviews Google Looker scores 4.3 and Omni scores 4.3. The better pick depends on the job. Google Looker: A semantic modeling layer that defines metrics once, in code. Omni: A semantic layer with Git version control and branch mode for testing changes.

Which is cheaper, Google Looker or Omni?

Google Looker: see pricing. Omni: see pricing.

Do Google Looker and Omni have free plans?

Neither lists a free plan.

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