LyX is a powerful and feature-rich document processor that offers a user-friendly WYSIWYG interface for LaTeX, making it suitable for complex academic writing. In contrast, Gummi is a lightweight LaTeX editor focused on simplicity and speed, ideal for users who prefer a minimalistic approach to document creation.