Gnote is a lightweight note-taking application focused on simplicity and speed, while Tomboy offers more advanced features such as rich text editing and plugin support. Gnote is ideal for users seeking a straightforward solution, whereas Tomboy caters to those who need more functionality and collaboration tools.