To find the correct fuse, consult your owner's manual. It will have a fuse box diagram showing the location of each fuse and what circuit each one controls. The diagram should clearly indicate the fuse responsible for the brake lights (stoplamps).
Without your owner's manual, I cannot give you a definitive answer. The fuse box location and layout can vary slightly even within the same model year.