Cold Spring Gap is a gap located in Swain County, North Carolina. It appears on the Cades Cove USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,219.35 feet (1,286.06 m) above sea level. The nearest populated place is Fairfax, approximately 4.8 miles to the S.