Little Pine Gap is a gap located in Madison County, North Carolina. It appears on the Sandymush USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,953.10 feet (1,204.90 m) above sea level. The nearest populated place is Luck, approximately 2.5 miles to the W.