The application fee for the GATE exam varies based on the candidate's category and the exam center location. Typically, candidates belonging to the General and OBC-NCL categories pay a higher fee compared to SC, ST, PwD candidates, and female candidates. There is also a separate fee structure for international candidates applying from exam centers outside India. If candidates apply after the regular deadline, an additional late fee is charged.