Stearns Mudhole is a lake located in Herkimer County, New York. It appears on the Honnedaga Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,353.67 feet (717.40 m) above sea level. The nearest populated place is Herkimer Landing, approximately 1.7 miles to the SSW.