The Town of Excelsior is a located in Sauk County, Wisconsin, United States. The population was 1,410 at the 2000 census. According to the United States Census Bureau, the town has a total area of 34.0 square miles, of which, 33.9 square miles of it is land and 0.1 square miles of it is water.