Media Player Classic is a lightweight, user-friendly media player that supports a wide range of formats but lacks advanced features and customization options. In contrast, MPC-BE offers a more modern interface with advanced features, hardware acceleration, and extensive customization, making it suitable for users looking for enhanced playback capabilities.