Tcl is a lightweight scripting language known for its simplicity and ease of use, especially in GUI applications, while Perl is a powerful language with extensive libraries and text processing capabilities, making it suitable for complex scripting tasks. While both languages are interpreted and cross-platform, Perl excels in performance and extensibility, whereas Tcl is favored for rapid GUI development.