ClearML vs git-annex

ClearML

7.3 #7 in ML Experiment Tracking Software

About ClearML

git-annex

6.2 #23 in Data Version Control Tools

About git-annex
ClearMLgit-annex
Free planYesYes
Free trialNoNo
Paid from$15/moFree
Open sourceNoNo
Platformsapi, Linux, macOS, self-hosted, Web, WindowsAndroid, Linux, macOS, self-hosted, Web, Windows
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 The Geeks Club, ClearML scores higher on our published basis.