Data Version Control Tools
Alternatives to DagsHub
The tools Specifiction weighs against DagsHub, from its list of data version control tools, each with its plans, platforms and spec score.
- 01
Apache Paimon Paimon suits data teams building lakehouse architectures that need streaming and batch tables, time travel, schema evolution, or CDC ingestion.
Free plan Windows · macOS · Linux · API9.0 Visit Specs - 02
Apache Iceberg It suits teams managing analytic tables across multiple processing engines and needing schema changes, snapshots, rollback, or concurrent writes.
Free plan Windows · macOS · Linux · API8.7 Visit Specs - 03
ClearML ClearML suits teams managing AI/ML work across GPU infrastructure and model development, especially those needing cloud, on-premises, hybrid, or self-hosted deployment.
From $15/mo Free plan Web · Windows · macOS · Linux8.7 Visit Specs - 04 git-annex
It suits Git users comfortable with the command line who need to manage large files across repository clones and storage remotes.
Free plan Open source Web · Windows · macOS · Linux8.7 Visit Specs - 05
Roboflow Roboflow is aimed at developers and enterprises building computer vision applications.
From $39/mo Free plan Web · macOS · Linux · iOS8.7 Visit Specs - 06
Weights & Biases From $60/mo Free plan Web · Windows · macOS · Linux8.6 Visit Specs - 07
Crowdee Crowdee suits newsrooms, compliance teams and AI researchers that need verification workflows with human review and exportable evidence.
Free plan Web · API · Self-hosted8.5 Visit Specs - 08
Delta Lake Free plan Linux · API · Self-hosted8.5 Visit Specs - 09
Bauplan Bauplan is for developers and AI agents building, validating, and shipping data pipelines on production data.
From $700/mo Free plan Web · API8.4 Visit Specs - 10
Dolt Dolt suits teams that want version control and collaboration around SQL data, or developers who need a MySQL-compatible database.
From $5/mo Free plan Web · Windows · macOS · Linux8.4 Visit Specs - 11 Apache Hudi
It suits teams building self-hosted data lakes or lakehouses with streaming ingestion, incremental processing, SQL analytics, and transactional table operations.
Free plan Linux · Self-hosted8.1 Visit Specs - 12
DataChain DataChain suits researchers, AI teams, and developers managing typed datasets and Python pipelines across cloud or self-hosted storage.
Free plan Web · Linux · API · Self-hosted8.0 Visit Specs - 13 Graviti
Graviti suits AI developers who need to acquire, manage, and process unstructured datasets, especially when versioning, annotation, or workflow automation matters.
From $200/mo Free plan Web · API8.0 Visit Specs - 14 Hugging Face Hub
It suits machine learning teams sharing models, datasets, code, and interactive demos.
From $9/mo Free plan Web · Linux · API8.0 Visit Specs - 15
Neon Neon suits teams building relational applications that want managed PostgreSQL, workload-based compute, and database branching.
From $0.11/mo Free plan Web · Windows · macOS · Linux8.0 Visit Specs - 16 DataLad
DataLad suits researchers and other users who need versioned, reproducible management of file datasets across linked projects.
Free plan Windows · macOS · Linux7.9 Visit Specs - 17
Oxen Explorer is described for individuals, students, and hobbyists; Hacker is aimed at small teams and larger projects.
From $30/mo Free plan Web · API · Self-hosted7.9 Visit Specs - 18
Carbon Data Layer 7.8 Visit Specs - 19 Dataverse Free plan Web · Linux · API · Self-hosted7.8 Visit Specs
- 20 Kart Free plan Windows · macOS · Linux · Self-hosted7.8 Visit Specs
- 21 Lance Free plan Self-hosted7.8 Visit Specs
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DVCLive Free plan API7.6 Visit Specs - 23
PlanetScale From $5/mo Web · Windows · macOS · Linux7.6 Visit Specs - 24 XTDB From $166.67/mo Free plan Web · API · Self-hosted7.6 Visit Specs
- 25 Nile
Nile suits teams managing data pipelines who want branching, dependency tracking, and rollback options.
Free plan Web · Windows · macOS · Linux7.5 Visit Specs - 26 DVID Windows · macOS · Linux · API7.4 Visit Specs
- 27 Kedro Free plan Linux · Self-hosted7.4 Visit Specs
- 28 lakeFS
lakeFS is aimed at data engineers, data scientists, ML engineers, ML platform teams, and agentic AI initiatives that need versioned, governed data.
Free trial Web · API · Self-hosted7.4 Visit Specs - 29 Quilt From $312.50/mo Web · Linux · API · Self-hosted7.4 Visit Specs
- 30 TerminusDB
TerminusDB is aimed at developers and data engineers working with auditable lineage, complex domain models, collaborative workflows, or evolving structured content.
Free plan Web · Linux · API · Self-hosted7.4 Visit Specs