Leatherman Peak is a summit located in Custer County, Idaho. It appears on the Leatherman Peak USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 12,228.00 feet (3,727.09 m) above sea level. The nearest populated place is Chilly, approximately 7.3 miles to the W.