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Business Intelligence · head to head

Google Data Studio vs Google Vertex AI

Google Data Studio logo

Google Data Studio

Business Intelligence

Free data visualization by Google

From
Free
Rated
-
Full reviewWebsite
Google Vertex AI logo

Google Vertex AI

Machine Learning

Unified ML platform to build, deploy, and scale AI models

From
On request
Rated
-
Full reviewWebsite

The short version

  • Only Google Data Studio has a free tier, so it costs nothing to try first.
  • Each has a real cost: Google Data Studio limited to free offering with no paid tiers or premium features; Google Vertex AI vendor lock-in to Google Cloud ecosystem makes migration to other platforms difficult
  • They diverge on capability: Google Data Studio covers Free Platform, Google Vertex AI covers AutoML.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Google Data Studio and Google Vertex AI actually diverge.

Attributes where Google Data Studio and Google Vertex AI differ
AttributeGoogle Data StudioGoogle Vertex AI
Starting priceFreeOn request
Pricing modelfreeUnknown
Free tierYesNo
PlatformsWebCloud, Web
CategoryBusiness IntelligenceMachine Learning
Founded19982008

Identical on both: user rating (Not yet rated).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Google Data Studio

  • Free Platform
  • Real-time Collaboration
  • Custom Visualizations
  • Data Blending
  • Sharing
  • Google Analytics
  • Google Sheets
  • YouTube

Only in Google Vertex AI

  • AutoML
  • Custom training
  • Feature Store
  • Model monitoring
  • Prediction serving
  • Cloud Storage
  • TensorFlow
  • PyTorch

Both cover

  • BigQuery
  • Web support

What people use each for

The jobs each tool is most often brought in to do.

Google Data Studio

  • Self-service analyticsnot Google Vertex AI
  • Data explorationnot Google Vertex AI
  • Ad-hoc reportingnot Google Vertex AI
  • Collaborative analysisnot Google Vertex AI
  • Embedded analyticsnot Google Vertex AI

Google Vertex AI

  • Machine learningnot Google Data Studio
  • Data analysisnot Google Data Studio
  • Model trainingnot Google Data Studio
  • Predictive analyticsnot Google Data Studio

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Google Data Studio

  • Limited to free offering with no paid tiers or premium features
  • Advanced integrations may require Google Workspace subscriptions

Google Vertex AI

  • Vendor lock-in to Google Cloud ecosystem makes migration to other platforms difficult
  • Requires familiarity with Google Cloud Platform infrastructure and concepts
  • Cost can escalate quickly with large training and inference workloads

Pricing, plan by plan

Google Data Studio

Free
  • FreeFree
    • Unlimited Reports
    • Data Connectors
    • Collaboration

Google Vertex AI

On request

No published plan breakdown. See the Google Vertex AI review.

Which should you pick?

Choose Google Data Studio if

  • You need free platform.
  • You want to start without paying.
  • You also want real-time collaboration.
Google Data Studio review

Choose Google Vertex AI if

  • You need automl.
  • You work on Cloud, Web.
  • You also want custom training.
Google Vertex AI review

Questions people ask

Is Google Data Studio or Google Vertex AI better?
Neither clearly leads. Google Data Studio starts at Free and Google Vertex AI at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Google Data Studio or Google Vertex AI?
Google Data Studio has a free tier; the other does not. Paid plans start at Free for Google Data Studio and On request for Google Vertex AI.
Does Google Data Studio or Google Vertex AI run on more platforms?
Google Data Studio runs on Web. Google Vertex AI runs on Cloud, Web.
Can I use Google Data Studio for free?
Yes. Google Data Studio has a free tier, so you can try it without paying. Google Vertex AI starts at On request.
What is Google Data Studio best used for?
Google Data Studio is most often used for self-service analytics, data exploration, ad-hoc reporting, collaborative analysis. Of those, self-service analytics and data exploration are not what Google Vertex AI is typically brought in for.
What can Google Data Studio do that Google Vertex AI cannot?
Google Data Studio covers Free Platform, Real-time Collaboration, Custom Visualizations, Data Blending. Google Vertex AI covers AutoML, Custom training, Feature Store, Model monitoring. Both handle BigQuery, Web support.

Answered from the vendors’ own pages

Google Data Studio: Is Google Data Studio free?

Yes, Google Data Studio is completely free to use. The platform states it is easy and free to build interactive dashboards and reports.

Source
Google Vertex AI: What is the pricing model for Google Vertex AI?

Vertex AI uses a pay-as-you-go model with no upfront costs or lock-in fees. Costs vary by service: training is billed by compute resources and time (30-second increments), online predictions by machine type per hour, and batch predictions by compute time or per-record for specific AutoML types.

Source
Google Data Studio: Are there paid versions of Google Data Studio?

No, Google Data Studio does not offer paid tiers or premium plans. It remains free for all users.

Source
Google Vertex AI: What types of data can Vertex AI handle?

Vertex AI supports image, video, text, and tabular data types with tools for uploading, storing, and managing large datasets.

Source
Google Vertex AI: Does Vertex AI support custom model training?

Yes. Vertex AI supports both AutoML for automated machine learning and custom training code in Python, R, and other languages.

Source
Google Vertex AI: What deployment options are available in Vertex AI?

Vertex AI supports online predictions for real-time use cases and batch predictions for large-scale processing.

Source
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