Grandview Canyon is a valley located in Sierra County, New Mexico. It appears on the Hembrillo Canyon USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,205.78 feet (1,281.92 m) above sea level. The nearest populated place is Upham, approximately 26.5 miles to the WSW.