AI Tool Comparison

Vertex AI vs Amazon SageMaker

An objective side-by-side comparison based on global rankings, AI scores, and monthly user data.

Higher ranked
Vertex AI logo

Vertex AI

MLOps & Infrastructure

Google Cloud unified ML and generative AI platform.

AI Score39.8 / 100

#971

Global rank

–

Monthly users

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VS
Amazon SageMaker logo

Amazon SageMaker

MLOps & Infrastructure

AWS managed service for building, training and deploying ML models.

AI Score0.0 / 100

#1822

Global rank

–

Monthly users

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Side-by-Side Comparison

Vertex AIAmazon SageMaker
CategoryMLOps & InfrastructureMLOps & Infrastructure
Global Rank#971#1822
AI Score39.8/1000.0/100
Monthly Users––
PricingPaidPaid
Websitecloud.google.comaws.amazon.com

Pros & Cons

Vertex AI

  • Gemini access
  • Wide tooling
  • No platform fee
  • Pricing spread over many SKUs
  • Introductory rates end in 2027
  • Training and prediction prices not found

Amazon SageMaker

  • Full ML lifecycle
  • Broad instance choice
  • Deep AWS integration
  • Idle endpoints and notebooks bill continuously
  • Many pricing meters
  • Short free tier