Eclipse is a robust IDE favored for Java development with extensive plugin support and a strong community, making it suitable for complex projects. In contrast, Komodo IDE is more user-friendly and excels in multi-language support, particularly for web and Python development, but lacks the extensive community support and plugins available in Eclipse.