Baobab is a user-friendly disk usage analyzer with a strong graphical interface and excellent for monitoring file systems, while Scanner is a command line-based tool geared towards advanced users that excels in file searching and management. Baobab focuses on visual data representation, whereas Scanner emphasizes integration and real-time file updates.