Cold Spring Gulch is a valley located in Blaine County, Idaho. It appears on the Sun Valley USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,695.76 feet (1,736.07 m) above sea level. The nearest populated place is Elkhorn Village, approximately 2.3 miles to the NNE.