Leather Spring is a spring located in Grant County, Oregon. It appears on the Hamilton USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,212.66 feet (1,284.02 m) above sea level. The nearest populated place is Hamilton, approximately 1.7 miles to the NW.