DataLad

Input—per 1M tokens

Output—per 1M tokens

Context—tokens

WeightsClosed

About

DataLad is ranked #11 of 34 in data version control tools on Inferse. It runs on Linux, macOS, Windows. There is a free plan.

Compared on data version control tools

Free plan: Yesdatalad.org
Data scope: filesdatalad.org
Dataset branching: Yesdatalad.org
Point-in-time rollback: Yesdatalad.org
Snapshot granularity: filedatalad.org
Storage backend: bring_your_owndatalad.org
Deployment model: self_hosteddatalad.org

Facts

Purpose: DataLad is a free and open source distributed data management system for tracking data, creating structure, reproducibility, collaboration, and integration with data infrastructure.datalad.org · 30 Sept 2026
Version control: DataLad builds on Git and git-annex to version arbitrarily large files without custom data structures, central infrastructure, or third-party services.datalad.org · 30 Sept 2026
Provenance: DataLad captures full provenance records and supports reproducible workflows.datalad.org · 30 Sept 2026
Nested datasets: DataLad supports arbitrarily deep hierarchies of linked subdatasets and recursive commands.datalad.org · 30 Sept 2026
User interfaces: DataLad can be used through a graphical user interface or command line.datalad.org · 30 Sept 2026
Core operations: Its commands include creating, cloning, on-demand retrieval, saving, dropping, and pushing dataset content.datalad.org · 30 Sept 2026
Integrations: DataLad has built-in export commands for services such as GitHub and Figshare and is compatible with services including Dropbox and Amazon S3.datalad.org · 30 Sept 2026
Installation: The official site documents installation on Linux, macOS, and Windows using Python, datalad-installer, and dependencies Git and git-annex.datalad.org · 30 Sept 2026
Security: The DataLad Handbook describes using git-annex encryption with GnuPG to keep annexed data encrypted during storage and transport.handbook.datalad.org · 30 Sept 2026
Credentials: DataLad can store authentication credentials in the operating system's encrypted keyring through Python keyring.handbook.datalad.org · 30 Sept 2026
Privacy limitation: The Handbook warns that sensitive information saved in Git remains in transparent revision history even after later removal.handbook.datalad.org · 30 Sept 2026
Support: Users can get help through Matrix community chat, weekly office hours, and GitHub issues.datalad.org · 30 Sept 2026
Audience: The project was historically established for researchers in medicine and neuroscience and now has a domain-agnostic focus.project.datalad.org · 30 Sept 2026
License: The software and associated documentation are published under the MIT license.project.datalad.org · 30 Sept 2026