Our verdict
We have not reviewed DVC yet
No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.
From the listing
About DVC
DVC (Data Version Control) is a version control system for machine learning projects that tracks data, models, and experiment metadata alongside code. It integrates with Git to manage large files and pipelines, enabling reproducible ML workflows without storing binaries in repositories.
Best for
ML teams building reproducible pipelines who need Git-like versioning for data and models
Use cases
- Track dataset versions and model artifacts across experiment iterations
- Reproduce ML pipelines and results from previous runs
- Collaborate on ML projects with versioned data and experiment history
Notes
15,643 stars on GitHub. Last updated 2026-06-01. Licensed Apache-2.0.
Pros
- Integrates seamlessly with Git for unified project versioning
- Handles large files and remote storage without bloating repositories
- Tracks full experiment lineage including parameters, metrics, and outputs
Cons
- Requires Python and command-line familiarity for typical workflows
- Learning curve for teams unfamiliar with version control concepts
- Remote storage setup and configuration adds operational overhead
Key facts
What we have checked
- Latest version
- 3.67.1 (released 31 Mar 2026)
- GitHub stars
- 15,885
Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.
Stars and usage
How DVC is growing
15,643 to 15,885
Alternatives
Alternatives to DVC
| Record | Type | How we know | Checked |
|---|---|---|---|
| AirflowAlternative to this | Open source | Named in the listing | Not dated |
| ArtiVCAlternative to this | Open source | Named in the listing | Not dated |
| DoltAlternative to this | Open source | Named in the listing | Not dated |
| HamiltonAlternative to this | Open source | Named in the listing | Not dated |
| LakeFSAlternative to this | Open source | Named in the listing | Not dated |
| MetaflowAlternative to this | Open source | Named in the listing | Not dated |
| PachydermAlternative to this | Open source | Named in the listing | Not dated |
| PloomberAlternative to this | Open source | Named in the listing | Not dated |
| QuiltAlternative to this | Open source | Named in the listing | Not dated |
Compare
Compare DVC side by side
Sources
Where this comes from
- GitHubOfficial
- github api via nightly crawl, recovered from git history 20e874270887c1008f860ee0198e461a23c9e438Registry
A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.
Changelog
What changed
Released 3.67.1
Released 3.67.0
Released 3.66.1
Released 3.66.0
Released 3.65.0
Released 3.64.2
Released 3.64.1
Released 3.64.0
Released 3.63.0
Released 3.62.0
Open-source & AI alternatives
Swap-in tools that solve the same job. Weigh the trade-offs before you commit.
Airflow
Community
Platform created by the community to programmatically author, schedule and monitor workflows.
ArtiVC
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A version control system to manage large files.
Dolt
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Dolt – Git for Data
Hamilton
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Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere pytho
LakeFS
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lakeFS - Data version control for your data lake | Git for data
Metaflow
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Build, Manage and Deploy AI/ML Systems
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The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️
Quilt
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Quilt is a Scientific Data Management Platform on AWS that helps teams and AI find, trust, and reuse data through deeply versioned, context-rich data packages.
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