Cold Spring is a spring located in Pendleton County, West Virginia. It appears on the Snowy Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,588.19 feet (1,093.68 m) above sea level. The nearest populated place is Hardscrabble, approximately 2.4 miles to the S.