Cold Spring is a spring located in Lemhi County, Idaho. It appears on the Purcell Spring USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 6,386.29 feet (1,946.54 m) above sea level. The nearest populated place is Leadore, approximately 8.0 miles to the N.