DVC
NewManage data the way code is managed.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
- DVC ranks #21 of 61 in MLOps Platforms with an AI visibility score of 3.7 (SlateIndex, Nov 2, 2026).
- DVC is most visible on Google AI Mode (4.3) and least on ChatGPT (3).
- AI engines name DVC in 6 of the 30 MLOps Platforms buyer prompts SlateIndex tracks.
- costbench.com is the source AI engines cite most in answers about DVC, with 5 citations.
About
Company details for DVC
DVC is an open-source version control system for data science and machine learning projects. It applies a Git-like model to data, models and experiments, and stores version metadata in the Git repository while the data itself sits in cloud storage such as S3, Azure or Google Cloud. Since November 2025 the project has been stewarded by lakeFS, and it remains open source with its own community and website. It ranks #21 of 61 in MLOps Platforms on SlateIndex and has a visibility score of 3.7 in the latest weekly run.
Its differentiator: a Git-like model that brings software engineering version control practices to data, AI/ML models and experiments.
- Website
- dvc.org
- Categories
- MLOps Platforms
- Founded
- 2017
- Company type
- Division of lakeFS (Treeverse)
- Deployment
- Runs locally on the user's machine alongside Git, with data kept in the customer's own cloud storage (S3, Azure, Google Cloud).
- Platforms
- Linux, macOS, Windows
Read from en.wikipedia.org, github.com, dvc.org, doc.dvc.org, lakefs.io · refreshed Nov 2, 2026.
AI visibility
Latest weekly run · Nov 2 · next run Nov 9
Visibility score trend
Weekly runs over the last 60 days, with up to 7 competitors. Click a name to hide or show its line.
Changes appear after the second weekly run in MLOps Platforms. MLflow leads the category at 50.9%.
Media
Website and product screenshots for DVC
AI mentions & citations
Recent answers that name DVC
Most affordable MLOps platform that is still reliable
The Gold Standard Open-Source Stack: MLflow + DVC
Is there a free MLOps platform for small teams?
DVC — free, Git-based data and model versioning; often paired with MLflow.
Alternatives to the most popular MLOps platform
DVC (Data Version Control) — A Git-native alternative if your bottleneck isn't just tracking metrics, but versioning massive datasets and models alongside your code repository.[](https://kodekloud.com/blog/top-mlops-…
Alternatives to the most popular MLOps platform
Is there a free MLOps platform for small teams?
Most affordable MLOps platform that is still reliable
Where can I sign up for an MLOps platform?
DVC (Data Version Control): Git-like data and experiment versioning tool that integrates directly with your code repository.
What are the best MLOps Platforms tools in 2026?
Feast · DVC · Delta Lake
Products & features
What DVC sells
DVC
Free, open-source data version control and ML pipeline and experiment management tool that works with Git.
DVC for VS Code
VS Code extension for managing DVC projects, free and open source.
DVC Studio
Online dashboard for managing DVC experiments, Iterative's first commercial product.
Strengths engines cite
- Git-like versioning of data and experiments that integrates with code repositories
- Versions massive datasets and models alongside code
- Free, open-source tool often paired with MLflow
Target market & buyers
Data science and AI/ML teams.
| Industry | Primary use case |
|---|---|
| Healthcare and other regulated industries | Record-level and dataset-level lineage with audit and reproducibility, as shown in an AWS SageMaker AI end-to-end MLOps pattern. |
Funding & recent developments
Funding
| Latest known round | Total raised |
|---|---|
| — | — |
Recent developments
- Sep 2026PartnershipEnd-to-end lineage with DVC and Amazon SageMaker AI
DVC published an AWS Solutions Architects guide combining DVC data versioning, SageMaker AI training and SageMaker AI MLflow Apps for lineage.
- Nov 2025CompanylakeFS acquires DVC open-source project
lakeFS acquired the DVC open-source project from Iterative.ai and took over its stewardship and active development.
Competitive landscape
How DVC compares with its top three alternatives
DVC most often appears alongside MLflow, Weights & Biases, AWS in AI answers.
| Brand | Visibility | Share of voice | vs last week | Starting price |
|---|---|---|---|---|
| DVC | 3.7% | 1.4% | New | Pricing not available |
| MLflow | 50.9% | 9.7% | New | Pricing not available |
| Weights & Biases | 29.7% | 7% | New | Pricing not available |
| AWS | 35.7% | 7.5% | New | Pricing not available |
| ClearML | 20.6% | 4.5% | New | Free plan |
What AI answers say
Sentiment and themes from the answers that mention this brand
Positive 56% · Neutral 44% · Mixed 0% of 9 engine answers that mention DVC
Praised for
- Git-like versioning of data and experiments that integrates with code repositories
- Versions massive datasets and models alongside code
- Free, open-source tool often paired with MLflow
Criticised for
Cite as: SlateIndex, “DVC AI visibility profile”, https://slateindex.ai/brand/dvc, data of Nov 2, 2026. Licence: CC BY 4.0.