Sand Spring is a spring located in Cassia County, Idaho. It appears on the Blue Hill USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,151.84 feet (1,570.28 m) above sea level. The nearest populated place is Oakley, approximately 14.6 miles to the NNE.