Komodo Edit is a lightweight, cross-platform code editor with a focus on speed and customization, making it suitable for various programming languages. NINJA-IDE, on the other hand, is a more feature-rich IDE tailored specifically for Python development, offering advanced tools but at the cost of being resource-intensive.