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LakeFS Review — Data Version Control

lakeFS adds Git-like features to data lakes for safe experimentation.

Updated Jun 1, 2026 data-engineering mlops open-source
20 monthly visitors 5.4K GitHub stars 20 page views (30d)
Reviewed by Volvenix Editorial
8.0
Volvenix Verdict
AI-powered editorial review
LakeFS
A robust tool for managing data versioning in data lakes.
PROS
  • Git-like version control for data lakes
  • Open-source and community-driven
  • Seamless integration with data processing engines
CONS
  • Enterprise pricing may be a barrier
  • Not ideal for individuals or small teams

Is LakeFS Right for You?

A quick checklist to help you decide.

You need version control for your data lake.
You need a free or low-cost data management solution.
You want to experiment safely without data duplication.
Your team does not require version control features.
Your team requires reliable rollback capabilities.
You prefer a simpler data management tool.

Ideal for: Data engineers and ML teams looking for version control in data lakes.

Less suited for: Individuals or small teams needing a free or low-cost solution may find it unsuitable.

Bottom line: The need for Git-like version control in data lakes.

Editorial Review AI-generated
lakeFS stands out with its Git-like version control for data lakes, making it ideal for data engineers and ML teams. Its open-source nature and seamless integration with data processing engines enhance its appeal. However, its enterprise pricing may be a barrier for smaller teams or individuals.

AI-assessed from 4 sources.

Pros & Cons

Pros

Git-like version control for data lakes
Open-source and community-driven
Seamless integration with data processing engines
Supports safe experimentation
Reliable rollback capabilities

Cons

Enterprise pricing may be a barrier major
Not ideal for individuals or small teams moderate
Who Is It For & What Can It Do
Best For
Developer / Engineer Advanced curve
AI Capabilities
Data versioning Reproducible data snapshots Workflow automation via API
Key Features
Version Control
Git-like versioning for data lakes
Safe Experimentation
Experiment without data duplication
Rollback Capabilities
Reliable rollback to previous data states
Best Use Cases
Data versioning for ML projects Safe experimentation in data lakes Reliable data rollback for analytics Integration with existing data processing workflows
Available Platforms
API / SDK Web App
Integrations
Inputs & Outputs
Apiinput Textinput Apioutput Textoutput
Supported Languages
English
Security & Compliance
Pricing Plans

Community (Open Source)

 

Free
 
  • Self-hosted lakeFS
  • Git-like branches/commits/tags
  • S3/ADLS/GCS compatible object stores
  • API and integrations

Cloud

 

Custom
 
  • Managed lakeFS service
  • Operational management/hosting
  • Support (varies by contract)

Enterprise

 

Custom
 
  • Enterprise support and SLAs
  • Enterprise-grade features (contract-dependent)
  • Security/compliance options (contract-dependent)

lakeFS is available under an enterprise pricing model, suitable for larger organizations.

Price Range
Free $0–$0
Support Channels
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Frequently Asked Questions
What is this tool?
lakeFS is an open-source data version control system for data lakes.
How much does it cost?
lakeFS operates under an enterprise pricing model.
Does it have a free plan?
No, lakeFS does not offer a free plan.
What integrations does it support?
lakeFS integrates with various data processing engines.
Who is it best for?
It is best for data engineers and ML teams needing version control.
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