AI Tool Comparison

LakeFS vs Amazon SageMaker

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

Higher ranked
LakeFS logo

LakeFS

MLOps & Infrastructure

Git-like version control for data lakes.

AI Score56.8 / 100

#717

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

LakeFSAmazon SageMaker
CategoryMLOps & InfrastructureMLOps & Infrastructure
Global Rank#717#1822
AI Score56.8/1000.0/100
Monthly Users––
PricingFreemiumPaid
Websitelakefs.ioaws.amazon.com

Pros & Cons

LakeFS

  • Free open-source edition
  • Published Team price
  • Works with object storage
  • Enterprise unpublished
  • Feature split conflicts across sources
  • Licence unconfirmed here

Amazon SageMaker

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