ClearML vs git-annex

ClearML

6.3 #6 in ML Experiment Tracking Software

About ClearML

git-annex

6.9 #3 in Data Version Control Tools

About git-annex
ClearMLgit-annex
Free planYesNo
Free trialNoNo
Paid from$15/mo—
Open sourceNoNo
Platformsapi, Linux, macOS, self-hosted, Web, WindowsWeb, Windows, macOS, Linux, Android
Free planYes—
Data scope—files
Dataset branching—Yes
Point-in-time rollback—Yes
Snapshot granularity—file
Storage backend—both
Deployment model—self_hosted

Both are listed in Best Data Version Control Tools. On Samsung Mobile US Press, git-annex scores higher on our published basis.