Implementing test automation is an important phase in software development. Its difficulty and the amount of time required depend greatly on the chosen test automation tools and framework. Implementing a functioning test automation is particularly difficult for graphical user interfaces. The purpose of this thesis is to compare the usefulness of different testing frameworks in the testing of a graphical user interface. The goal is to find out what important differences the testing frameworks have, and what advantages they offer.