Eclipse is a powerful integrated development environment (IDE) suitable for large-scale software development, particularly in Java, with robust debugging and version control capabilities. In contrast, BBEdit is a lightweight text editor focused on providing fast and efficient editing for web development and scripting, lacking advanced IDE features but excelling in simplicity and speed.