Potato Spring is a spring located in Eureka County, Nevada. It appears on the Walti Hot Springs USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 6,623.06 feet (2,018.71 m) above sea level. The nearest populated place is Keystone (historical), approximately 3.0 miles to the N.