Free and open first
Best Data Version Control Tools in 2026
Data version control tools help you manage changes to datasets and restore earlier states when needed. Compare the data scope each tool covers and whether dataset branching suits the way you work with versions. Snapshot granularity and point-in-time rollback clarify how finely changes can be captured and recovered. Weights & Biases, Apache Paimon, and ClearML are among the options to consider. Also compare deployment model and storage backend, then weigh free-plan availability and paid-from pricing alongside those technical details. The best fit depends on the data you need to track, how you want to organize versions, and where the data will live.
- 36 apps
- Research read 23 Sept 2026
- How the order is worked out
- 1
git-annex
Free plan Open source AndroidAPILinux+4git-annex offers a way to coordinate large files with git while storing their contents separately. Command-line comfort is a fit requirement, and a separate backup system may still be needed.
- 2
Apache Iceberg
Free plan APILinuxMac+2Choose Apache Iceberg when analytic tables need to be shared across engines while retaining snapshots, rollback, and flexible schema changes.
- 3
Apache Paimon
Free plan APILinuxMac+2Paimon provides table management for streaming and batch lakehouse workloads, with integrations spanning several engines and data sources.
- 4
ClearML
Free plan APILinuxMac+3ClearML combines AI/ML development tooling with infrastructure and GenAI deployment capabilities, and offers both self-hosted and managed deployment paths.
- 5
DagsHub
Free plan APILinuxMac+3DagsHub provides a shared workspace for machine-learning data and project lifecycle management, with curation and experiment tools.
- 6
DataChain
Free plan APILinuxSelf-hosted+1DataChain combines dataset organization, Python processing, and agent integrations for unstructured data work.
- 7
Apache Hudi
Free plan LinuxSelf-hostedApache Hudi combines incremental data processing with table management, transactions, and historical queries.
- 8
Crowdee
Free plan APISelf-hostedWebChoose Crowdee if your team needs content verification across several media types and values human review, evidence exports, or API access.
- 9
Dataverse
Free plan APILinuxSelf-hosted+1Dataverse provides a structured repository for publishing and managing research datasets, with metadata, versioning, authentication, and integrations.
- 10
Dolt
Free plan APILinuxMac+3Dolt applies version-control workflows to SQL data, with options for hosted collaboration or self-hosting.
- 11
Bauplan
Free plan APIWebBauplan combines serverless pipeline execution with safeguards for production data and integrations across data tools.
- 12
DataLad
Free plan LinuxMacWindowsDataLad combines file versioning, provenance, and linked datasets in a free system that can be self-hosted. Users handling sensitive information should account for the persistence of Git history.
- 13
Delta Lake
Free plan APILinuxSelf-hostedDelta Lake provides transaction, schema and version controls for data lake tables, alongside batch and streaming support.
- 14
Kart
Free plan LinuxMacSelf-hosted+1Choose Kart if you need free, open-source version control for geospatial or tabular data and want local Git-style workflows with detailed dataset history.
- 15
Neon
Free plan APILinuxMac+2Neon combines managed PostgreSQL with compute that can pause during inactivity, database branching, and programmatic management.
- 16
Hugging Face Hub
Free plan APILinuxWebHugging Face Hub combines repositories, app hosting, collaboration, storage, and inference options for machine learning work.
- 17
Nile
Free plan APILinuxMac+2Nile combines pipeline versioning and rollback with AI-assisted data workflows, and offers a local edition that does not need a cloud account.
- 18
Graviti
Free plan APIWebGraviti combines dataset management, versioning, previews, annotations, and workflow tools for unstructured data. Review the plan limits and usage-based charges alongside the included free storage.
- 19
lakeFS
Free plan APISelf-hostedWeblakeFS combines version control, governance controls, and lineage for large-scale data workflows, with managed and self-managed deployment options.
- 20
Oxen
Free plan APISelf-hostedWebOxen.ai brings model access and dataset versioning together, with collaboration, fine-tuning, and private deployment options.
- 21
Quilt
Free plan APILinuxSelf-hosted+1Quilt combines S3-based packaging, catalog search, governance, and version control for scientific data.
- 22
Roboflow
Free plan AndroidAPIiPhone+4Roboflow brings computer vision dataset work, inference, and deployment into one platform.
- 23
TerminusDB
Free plan APILinuxSelf-hosted+1Choose TerminusDB if your work needs a schema-enforced document graph with Git-like version control, transactional commits, and multiple query interfaces.
- 24
DVCLive
Free plan APIChoose DVCLive if you want a free Python library for recording and comparing machine learning runs within a Git and DVC workflow.
- 25
Kedro
Free plan LinuxSelf-hostedKedro offers a structured Python workflow with a broad Data Catalog and pipeline visualization. Teams should be comfortable authoring code and managing deployment in their own environment.
#1Places #1, #2, #3, #4, #5 on this list can be bought by the makers of the software on it. See the price
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