NINJA-IDE is a lightweight and beginner-friendly IDE suitable for small projects and multiple programming languages, while PyCharm is a feature-rich IDE specifically designed for Python development, offering powerful tools for debugging, testing, and database management. PyCharm is more suited for professional developers and larger projects due to its extensive capabilities.