GitX offers a rich feature set with advanced capabilities like Git flow support, interactive rebase, and integration with external tools, making it suitable for developers needing extensive functionalities. In contrast, gitg provides a lightweight and user-friendly experience, focusing on simplicity and ease of use, which is ideal for beginners or users needing basic Git functionalities.