git-annex vs Weights & Biases
| git-annex | Weights & Biases | |
|---|---|---|
| Free plan | No | Yes |
| Free trial | No | Yes |
| Paid from | — | $60/mo |
| Open source | No | No |
| Platforms | Web, Windows, macOS, Linux, Android | api, iOS, Linux, macOS, self-hosted, Web, Windows |
| Data scope | files | — |
| Dataset branching | Yes | — |
| Point-in-time rollback | Yes | — |
| Snapshot granularity | file | — |
| Storage backend | both | — |
| Deployment model | self_hosted | — |
| Free plan | — | Yes |
| Paid from | — | 60 /mo |
Both are listed in Best Data Version Control Tools. On Inferse, Weights & Biases scores higher on our published basis.