Cold Spring is a spring located in Cassia County, Idaho. It appears on the Sublett Reservoir USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,751.31 feet (1,753.00 m) above sea level. The nearest populated place is Sublett, approximately 7.5 miles to the WNW.