Summit Lake is an unincorporated community and census-designated place in Langlade County, Wisconsin, United States. Summit Lake is located along U.S. Route 45 17 miles north of Antigo, in the towns of Upham and Elcho. Summit Lake has a post office with ZIP code 54485. As of the 2010 census its population was 144.