Leith Mountain is a summit located in Hampshire County, West Virginia. It appears on the Capon Bridge USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,591.70 feet (485.15 m) above sea level. The nearest populated place is Good, approximately 2.3 miles to the E.