Stump Hole is a lake located in New Madrid County, Missouri. It appears on the Hubbard Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 295.27 feet (90.00 m) above sea level. The nearest populated place is Ash Log, approximately 2.2 miles to the SSE.