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Spreadsheets · head to head

Google Sheets vs Google Vertex AI

Google Sheets logo

Google Sheets

Spreadsheets

Cloud spreadsheet, free for a personal Google account and bundled into paid Google Workspace for organisations

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 Sheets has a free tier, so it costs nothing to try first.
  • Each has a real cost: Google Sheets performance degrades noticeably on very large or formula-heavy spreadsheets compared with desktop Excel, particularly with complex array formulas.; Google Vertex AI vendor lock-in to Google Cloud ecosystem makes migration to other platforms difficult
  • They diverge on capability: Google Sheets covers Real-time collaboration, Google Vertex AI covers AutoML.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

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

Attributes where Google Sheets and Google Vertex AI differ
AttributeGoogle SheetsGoogle Vertex AI
Starting priceFreeOn request
Pricing modelFree personally, bundled into paid Google Workspace for organisationsUnknown
Free tierYesNo
PlatformsWeb, iOS, AndroidCloud, Web
CategorySpreadsheetsMachine Learning
FoundedUnknown2008

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 Sheets

  • Real-time collaboration
  • Formulas and pivot tables
  • Apps Script automation
  • Excel compatibility
  • Offline mode
  • Connected Sheets

Only in Google Vertex AI

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

What people use each for

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

Google Sheets

  • A freelancer or small team wanting real-time spreadsheet collaboration without installing softwarenot Google Vertex AI
  • A school or nonprofit already using free or discounted Google Workspace for Educationnot Google Vertex AI
  • A company standardising on Google Workspace for email and file storage that gets Sheets includednot Google Vertex AI
  • A team building lightweight internal tools with Apps Script rather than a dedicated databasenot Google Vertex AI

Google Vertex AI

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

Where each one falls short

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

Google Sheets

  • Performance degrades noticeably on very large or formula-heavy spreadsheets compared with desktop Excel, particularly with complex array formulas.
  • Its charting and pivot table features are less capable than Excel for advanced statistical or financial analysis.
  • Offline editing requires the Chrome browser or a specific offline-enabled setup, so it is not as seamless as a native desktop application.
  • The free personal tier has no admin controls, audit logging or data loss prevention, so it is not appropriate for regulated business data on its own.
  • Apps Script has execution time limits and quota restrictions that make it unsuitable for heavier automation workloads a dedicated backend would handle better.

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 Sheets

Free
  • Personal Google accountFree
    • Full Sheets functionality
    • 15GB shared Drive storage across Gmail, Drive and Photos
    • No admin controls
  • Google Workspace Business Starter$7/month
    • Sheets bundled with Gmail, Drive and Meet
    • Admin console and centralised management
    • 30GB pooled storage per user

Google Vertex AI

On request

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

Which should you pick?

Choose Google Sheets if

  • You need real-time collaboration.
  • You want to start without paying.
  • You work on Web, iOS, Android.
  • You also want formulas and pivot tables.
Google Sheets 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 Sheets or Google Vertex AI better?
Neither clearly leads. Google Sheets 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 Sheets or Google Vertex AI?
Google Sheets has a free tier; the other does not. Paid plans start at Free for Google Sheets and On request for Google Vertex AI.
Does Google Sheets or Google Vertex AI run on more platforms?
Google Sheets runs on Web, iOS, Android. Google Vertex AI runs on Cloud, Web.
Can I use Google Sheets for free?
Yes. Google Sheets has a free tier, so you can try it without paying. Google Vertex AI starts at On request.
What is Google Sheets best used for?
Google Sheets is most often used for a freelancer or small team wanting real-time spreadsheet collaboration without installing software, a school or nonprofit already using free or discounted google workspace for education, a company standardising on google workspace for email and file storage that gets sheets included, a team building lightweight internal tools with apps script rather than a dedicated database. Of those, a freelancer or small team wanting real-time spreadsheet collaboration without installing software and a school or nonprofit already using free or discounted google workspace for education are not what Google Vertex AI is typically brought in for.
What can Google Sheets do that Google Vertex AI cannot?
Google Sheets covers Real-time collaboration, Formulas and pivot tables, Apps Script automation, Excel compatibility. Google Vertex AI covers AutoML, Custom training, Feature Store, Model monitoring.

Answered from the vendors’ own pages

Google Sheets: Is Google Sheets really free?

Yes, for a personal Google account with full functionality, subject to the 15GB Drive storage limit shared across Google services.

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 Sheets: Why would a business pay for something that is free?

Businesses pay for Google Workspace, which bundles Sheets with admin controls, larger storage, audit logs and support that a personal account lacks.

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 Sheets: Does Google Sheets work with Excel files?

Yes, it opens, edits and exports Microsoft Excel format files directly.

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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