Eclipse is a versatile IDE with extensive plugin support and a robust feature set suitable for multiple programming languages, making it ideal for large-scale applications. In contrast, Eric is a lightweight IDE specifically designed for Python development, offering a user-friendly experience but limited in scope for other languages.