GNU Emacs is a powerful text editor known for its extensibility and customization, making it ideal for users who prefer a highly personalized environment. In contrast, Eclipse is a full-featured Integrated Development Environment (IDE) primarily focused on Java development, offering robust tools for coding, debugging, and project management.