Grapevine Canyon is a valley located in Socorro County, New Mexico. It appears on the Jaralosa Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,708.27 feet (1,739.88 m) above sea level. The nearest populated place is Cherryville (historical), approximately 7.0 miles to the NW.