Cherry Creek is a stream located in Grant County, New Mexico. It appears on the Whitewater USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,065.62 feet (1,544.00 m) above sea level. The nearest populated place is Whitewater, approximately 1.2 miles to the N.