High-level languages are more abstract and portable, designed to be easily understood by humans. Assembly Language, on the other hand, is architecture-specific, closely tied to the CPU, and provides a direct representation of machine code. While high-level languages prioritize readability and portability, assembly offers precise control over hardware resources.