Rattlesnake Gap is a gap located in Cocke County, Tennessee. It appears on the Lemon Gap USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,631.99 feet (1,107.03 m) above sea level. The nearest populated place is Wasp, approximately 0.8 miles to the NE.