DVC

Git-native data and ML experiment versioning.

Experiment TrackingMLOpsExperimentTrackingTools

About

Git-native data and ML experiment versioning. DVC provides Git-based versioning for data and ML models — unifying code and data history under the Git workflow model that engineering teams already know. DVC Studio adds web-based experiment tracking, visualization, and collaboration on top of the Git-native foundation.

Enterprise Readiness

from cataloged data

12/100 · Emerging

Security & ComplianceNot disclosed

No compliance certifications listed

Deployment FlexibilityStrong

Flexible deployment: Cloud, Self-Hosted

Integration DepthNot disclosed

No integrations listed

Proven AdoptionNot disclosed

No published adoption signals

Company MaturityNot disclosed

Company maturity not disclosed

Composite of public compliance, deployment, integration, adoption, and company signals. “Not disclosed” reflects gaps in available data, not a vendor deficiency.

Independently sourced

Pulled directly from regulator filings and platform APIs. No vendor or editorial input.

Activity classifier

Active

last GitHub commit 1d ago

GitHub API2026-05-27

iterative

Open source product· 15.8k★· Apache-2.0· active 2mo ago

Python · Jupyter Notebook · Shell · TypeScript

cooling · +90★ (+0.6%) 30d

OSV vulnerability feed2026-07-20

No known advisories

Pricing snapshot2026-05-27

No public pricing

Enterprise Use Cases

Integrations

How DVC compares

Tool	Readiness	Pricing	Deployment	Compliance
DVC	12 · Emerging	Paid	Cloud, Self-Hosted	—
Aim	12 · Emerging	Paid	Cloud, Self-Hosted	—
Argilla	12 · Emerging	Paid	Cloud, Self-Hosted	—
Colossal-AI	12 · Emerging	Paid	Cloud, Self-Hosted	—

Peers from the same category, ranked by Enterprise Readiness. Readiness is a composite of cataloged compliance, deployment, integration, adoption, and company signals.

Frequently Asked Questions

What is DVC used for?

DVC is git-native data and ML experiment versioning.

Is DVC free, and how is it priced?

DVC is a paid product. Pricing is set by the vendor — check the official site for current plans.

How can DVC be deployed?

DVC supports Cloud and Self-Hosted deployment. On-premise and self-hosted options support data-residency and air-gapped requirements.

Is DVC enterprise-ready?

Based on cataloged data, DVC has an Enterprise Readiness score of 12/100 (Emerging tier), derived from its compliance, deployment, integration, adoption, and company-maturity signals.

Quick Facts

PricingPaid

DeploymentCloud, Self-Hosted

New & Notable

AI-curated news will appear here once the news feed pipeline launches.

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