Granite Gap is a gap located in Hidalgo County, New Mexico. It appears on the Cotton City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,470.34 feet (1,362.56 m) above sea level. The nearest populated place is Cotton City, approximately 5.5 miles to the E.