Gedit is a lightweight and highly customizable text editor primarily suited for general programming and scripting, while Caret is a more modern editor designed specifically for Markdown with real-time preview features. Gedit is open-source, making it more flexible, whereas Caret offers a polished user experience but is not open-source.