Cherry Creek is a stream located in Grant County, New Mexico. It appears on the Reading Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 6,374.97 feet (1,943.09 m) above sea level. The nearest populated place is Pinos Altos, approximately 3.0 miles to the SE.