Git-GUI is a lightweight and straightforward application suitable for basic Git operations across platforms, while TortoiseGit offers a richer feature set and deeper integration with Windows, making it ideal for users who require advanced functionalities. However, TortoiseGit's complexity may pose a challenge for beginners.