This document compares the three main Java GUI libraries: AWT, Swing, and SWT. AWT is the oldest toolkit but relies on native GUI elements, resulting in platform dependence. Swing was developed to address AWT's limitations like platform dependence and uses Java2D for rendering instead of native code, but components are slower. SWT tries to combine the advantages of AWT and Swing by using native components through JNI but is not part of the Java standard API. There is an ongoing debate between Java developers about whether Swing or SWT is a better choice for GUI development.