Leatham Springs is a spring located in Cache County, Utah. It appears on the Mount Pisgah USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,488.39 feet (1,672.86 m) above sea level. The nearest populated place is Mount Sterling, approximately 2.3 miles to the ENE.