I love using tcl/tk and Python's tkinter module.

The complaint that it looks old-fashioned is addressed partly by using ttk (themed tk) but also just about every aspect of the widgets can be styled using a simple xresources-style config.

It's fast and lightweight, free forever, stable as hell, and there's lots of resources online.