Sugar Island is an unincorporated community in the Village of Lebanon, Dodge county, United States. It is located on County Trunk Highway O, west of Highway 67, 10 miles east of Watertown, Wisconsin, and 5 miles east of County Trunk Highway R in Lebanon.