lakeFS
Depends
Confidence: Medium
Buy it if you run a serious AI or data platform on S3-style object storage and need reproducible, governed datasets.
Comparison
lakeFS vs DVC
lakeFS lands on Depends, and DVC lands on Worth it.
DVC
Worth it
Confidence: Medium
A solid free pick for ML teams that version large datasets on Git . it works and costs nothing.
| Compare | lakeFS | DVC |
|---|---|---|
| Verdict | Depends | Worth it |
| Best for | AI/ML teams on cloud data lakes | ML teams with large datasets |
| Who it's not for | Small teams without platform engineers | Non-ML data pipelines . even DVC's own forum questions that fit |
| Privacy | Four public CVEs in 2025-2026 including two auth bypasses, patched in recent releases; lakeFS Cloud is SOC2 compliant.⁵ | No known public vulnerabilities found in the sources reviewed. |
| Support quality | No support evidence in sources | No usable evidence in sources |
| Public sentiment | Users say lakeFS genuinely eases data versioning on object storage, but some prefer simpler client-only tools like DVC.⁹ | Feedback is sparse but workable: engineers report using DVC for data versioning, while forum users question fit outside ML. |
| Biggest gotcha | Run the latest release: auth-bypass CVEs are fixed only in recent versions⁶ | 11 G2 reviews make support quality and maturity hard to judge before adopting14 |
Pick lakeFS when
- AI/ML teams on cloud data lakes
- Regulated industries needing data governance
- Reproducible training and agent runs
- Write-audit-publish data pipelines
When lakeFS is not a fit
- Small teams without platform engineers
- Anyone without S3/GCS/Azure object storage
- Buyers wanting turnkey SaaS simplicity
- Client-only ML workflows . use DVC instead
Pick DVC when
- ML teams with large datasets
- Git-based data science workflows
- Experiment and model versioning on a budget
- Teams already storing data in S3
When DVC is not a fit
- Non-ML data pipelines . even DVC's own forum questions that fit
- Teams with no Git experience
- Buyers wanting vendor SLAs and managed support
- Small projects . plain Git plus cloud storage is enough
Sources
- lakeFS GitHub repositorygithub.comofficial
- lakeFS Pricinglakefs.ioofficial
- lakeFS Editions documentationdocs.lakefs.ioofficial
- lakeFS Security documentationdocs.lakefs.iosecurity
- CVE-2026-66006 . NVDnvd.nist.govsecurity
- GHSA-87fc-9c43-8q4g advisorygithub.comsecurity
- lakeFS and Amazon S3 Express One Zone . AWS blogaws.amazon.comnews
- lakeFS Secures $20M in Growth Capital . PR Newswireprnewswire.comnews
- LakeFS or DVC . Reddit r/mlopsreddit.comreview
review
- lakeFS Not a Fit When . RFP.wikirfp.wikireview
review
- lakeFS Case Studieslakefs.ioofficial
review
news
