Stump Pond is a lake located in Coffee County, Alabama. It appears on the Kinston USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 136.68 feet (41.66 m) above sea level. The nearest populated place is Holley Store, approximately 1.8 miles to the ESE.