Calf Stomp Gap is a gap located in Union County, Georgia. It appears on the Coosa Bald USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,266.52 feet (995.64 m) above sea level. The nearest populated place is Owltown, approximately 2.0 miles to the NNE.