PyCharm is a powerful IDE tailored for Python and web development, offering extensive features like database tools and project management, making it suitable for complex projects. In contrast, Anjuta is a lightweight IDE mainly for C and C++ programming, providing basic features and a simpler interface, making it suitable for beginners.