ChatGPT SearchOct 4, 2026
lakeFS puts Git-like versioning directly over object storage/data lakes.
Data as of Oct 5, 2026Based on 24,293 AI responses
Reviewed by Dimitry Apollonsky ·
AI summary
lakeFS is a data version control system that manages data lifecycle, provenance, and access for data engineering teams.
<1%No change
of AI answers about lakeFS and its rivals. Since Jul 5
The market map
Data Version Control ToolsMentioned in
Question: I'm an ML engineer looking for a better way to manage large datasets for model training. What should I look for in a data version control tool?
ChatGPT SearchOct 4, 2026
lakeFS puts Git-like versioning directly over object storage/data lakes.
Since Jul 5
Week of Sep 21–27
Where lakeFS ranks in AI
Question: Which startups are building the infrastructure around new AI labs: evals, data, inference, memory, and safety?
Google AI ModeAug 6, 2026
lakeFS : Delivers data version control for large-scale AI pipelines, enabling reproducibility in training datasets.
Question: I'm an ML engineer looking for a better way to manage large datasets for model training. What should I look for in a data version control tool?
ChatGPT SearchSep 21, 2026
lakeFS, for example, uses immutable commits and refs for this purpose.
Position in the answer
68% of what AI says about lakeFS is positive.
Common descriptions
petabyte-scale · git-like · git-like semantics · high performance · scalable · git-like operations
Excerpts where lakeFS appeared in the AI's answer
lakeFS puts Git-like versioning directly over object storage/data lakes.
lakeFS, for example, uses immutable commits and refs for this purpose.
Excerpts where lakeFS appeared in the AI's answer
lakeFS / DVC — good for technical dataset genealogy/versioning: tracking exactly which files and versions entered a training run and how datasets evolved.
lakefs.io — Enterprise data versioning/provenance infrastructure. It can maintain audit trails and lineage and associate a particular model/training run with the exact dataset version used, including unstructured data such as images and video.
Excerpts where lakeFS appeared in the AI's answer
lakeFS for dataset versioning, lineage, branching, reproducibility, and governance
