Potato Spring is a spring located in Dallam County, Texas. It appears on the Coldwater West USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,274.15 feet (1,302.76 m) above sea level. The nearest populated place is Thompson Grove, approximately 3.4 miles to the WNW.