GitX is a lightweight, cross-platform Git client that focuses on a user-friendly interface and visual branch representation, making it suitable for developers who prefer a straightforward approach. In contrast, TortoiseGit integrates deeply with Windows Explorer and offers extensive features for managing Git repositories, but it is limited to Windows users.