Eric is a lightweight and user-friendly IDE mainly focused on Python development, offering a rich set of libraries and cross-platform support. In contrast, Ultimate++ is a C++ GUI toolkit that emphasizes efficiency and modularity, making it suitable for larger projects but with a steeper learning curve.