Matterhorn Peak is a high mountain summit in the San Juan Mountains range of the Rocky Mountains of North America. The 13,596-foot thirteener is located in the Uncompahgre Wilderness of Uncompahgre National Forest, 10.3 miles west by north of the Town of Lake City in Hinsdale County, Colorado, United States.