MPlayer is a lightweight, command-line based player that supports numerous formats but lacks a graphical interface, making it less user-friendly for beginners. In contrast, MPC-BE offers a more intuitive GUI, built-in codecs, and better support for modern video playback, but can be heavier on system resources.