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Head to head · 2026

DataRobot vs Google Looker

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

DataRobot

An automated machine learning pioneer since 2012, before generative AI

4.0Not listed

Visit DataRobot (opens DataRobot in a new tab)

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)

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: DataRobot does not list a price

  • Free plan

    Tie

    Neither has one

  • Higher rating

    Google Looker

    4.0 against 4.3

  • Same job?

    Yes

    Both are Data and Analytics tools

Side by side

Compared onDataRobotGoogle Looker
Our rating4.04.3Better
Starts atNot listedNot listed
Free planNoNo
CategoryData and AnalyticsData and Analytics
PlansSee pricingSee pricing
Key features
  • Automated machine learning for predictive model training
  • Automated feature engineering and model selection
  • Production model monitoring after deployment
  • Generative AI capabilities added to an established predictive core
  • No self-serve free tier
  • 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
Pros
  • Deep, long-established expertise in automated predictive modeling
  • Covers the full model lifecycle, not just initial training
  • Enterprise-proven at production scale
  • Strong metric governance and consistency across an organization
  • Deep native integration with Google Cloud's data services
  • Reduces conflicting numbers across different dashboards
Cons
  • No free tier or transparent self-serve pricing
  • Enterprise sales process required to evaluate
  • Less associated with newer generative AI use cases than AI-first competitors
  • 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
CompanyDataRobot, founded 2012Google, founded 2012

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

FAQ

Questions people ask

Is DataRobot better than Google Looker?

In our reviews DataRobot scores 4.0 and Google Looker scores 4.3. The better pick depends on the job. DataRobot: An automated machine learning pioneer since 2012, before generative AI. Google Looker: A semantic modeling layer that defines metrics once, in code.

Which is cheaper, DataRobot or Google Looker?

DataRobot: see pricing. Google Looker: see pricing.

Do DataRobot and Google Looker have free plans?

Neither lists a free plan.

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