Walters Spring is a spring located in Lemhi County, Idaho. It appears on the Cottonwood Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 7,713.46 feet (2,351.06 m) above sea level. The nearest populated place is Gilmore, approximately 9.7 miles to the WSW.