GNU Emacs is an extensible and highly customizable text editor with a steep learning curve, ideal for complex programming tasks and heavy customization. MacVim, being a lightweight version of Vim, is focused on speed and efficiency with modal editing, making it favorable for users who prefer a simpler, faster editing experience.