Gentoo is a source-based distribution that offers extensive customization and optimization for advanced users, while KDE neon is a user-friendly distribution focused on providing a stable and up-to-date KDE experience. Gentoo is ideal for those seeking control and performance, whereas KDE neon caters to users who prefer a polished desktop environment with less overhead.