LakeFS
Git for your data lake.
★★★★★ 4.5 3,800 saves Starting price: Free
Tool information
LakeFS versions data lakes like Git for reproducible ML training.
Data teams use it to branch datasets, roll back bad imports, and test safely.
In-depth review
Git for your data lake. LakeFS competes in the AI Model Training category, where our editors have reviewed 294 tools so far. It has been bookmarked by 3,800 readers, making it one of the most discussed options in its class. This in-depth review breaks down exactly where LakeFS shines, where it falls short, and who should choose it.
In real-world use, LakeFS's clearest strengths are Git-like data versioning; Branch and merge datasets; Reproducible pipelines. These advantages matter most for Versioning data, Branching datasets, Rolling back imports, Testing pipelines — the exact workload LakeFS was designed around. Readers who prioritise these qualities consistently rank it among their favourites in AI Model Training.
No tool is perfect — before you commit, weigh Self-hosting needs DevOps; Learning curve for teams. LakeFS pricing starts at Free. Always confirm the latest plans on the official website, because prices change often. Because you can evaluate the full experience free of charge, LakeFS is a low-risk tool to try this week. LakeFS is a solid, well-reviewed choice in AI Model Training and deserves a place on your shortlist.
How LakeFS compares
LakeFS is rated 4.5 out of 5, below the AI Model Training category average of 4.5 across 294 rated tools. Its closest alternatives are Entry Point AI, Roboflow, Labelbox. Popular alternatives include Entry Point AI, Roboflow, Labelbox. Compare their pricing, ratings, and reviews before you decide.
Pricing
LakeFS pricing starts at Free. Always confirm the latest plans on the official website, because prices change often.
Frequently asked questions
10 editor-written answers about LakeFS.
Is LakeFS free?
Yes, LakeFS is free and open-source with paid cloud options.
What is LakeFS?
Git for your data lake.
Is LakeFS free?
Yes — LakeFS offers free access (Free). Paid plans unlock higher limits and extra features.
How much does LakeFS cost?
LakeFS pricing starts at Free. Always confirm the latest plans on the official website, because prices change often.
How do I start using LakeFS?
Open the official website with the Visit Tool button on this page, create an account, and follow the onboarding steps. Most people are up and running within minutes.
What can I use LakeFS for?
LakeFS is commonly used for Versioning data, Branching datasets, Rolling back imports, Testing pipelines.
What are the main advantages of LakeFS?
Users most often highlight Git-like data versioning; Branch and merge datasets; Reproducible pipelines.
Are there any downsides to LakeFS?
Keep in mind: Self-hosting needs DevOps; Learning curve for teams. Weigh these against your budget and needs.
Who is LakeFS best for?
LakeFS suits anyone working with AI Model Training — from beginners trying AI for the first time to professionals who rely on it every day.
Can I try LakeFS before paying?
Yes — you can try LakeFS free of charge (Free) before deciding on a paid plan.
What are good alternatives to LakeFS?
Popular alternatives include Entry Point AI, Roboflow, Labelbox. Compare their pricing, ratings, and reviews before you decide.
Pros and cons
LakeFS is a solid, well-reviewed choice in AI Model Training and deserves a place on your shortlist.
LakeFS is rated 4.5 out of 5, below the AI Model Training category average of 4.5 across 294 rated tools. Its closest alternatives are Entry Point AI, Roboflow, Labelbox.
Pros
- Git-like data versioning
- Branch and merge datasets
- Reproducible pipelines
Cons
- Self-hosting needs DevOps
- Learning curve for teams
Reviews
Rating summary
Editor score★★★★★ 4.5/5
Visitor score☆☆☆☆☆ —/5 (0 reviews)
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Combined ToolScore4.5/5
ToolScore blends 70% editor score with 30% visitor score once visitors have rated.
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