Cold Spring is a spring located in Grant County, West Virginia. It appears on the Greenland Gap USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,516.32 feet (462.17 m) above sea level. The nearest populated place is Falls, approximately 1.0 miles to the SE.