Rattlesnake Mountain is a summit located in Sussex County, New Jersey. It appears on the Culvers Gap USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,489.61 feet (454.03 m) above sea level. The nearest populated place is Crandon Lakes, approximately 1.3 miles to the ESE.