Fleming Canyon is a valley located in Grant County, New Mexico. It appears on the Circle Mesa USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,945.28 feet (1,507.32 m) above sea level. The nearest populated place is Alhambra (historical), approximately 4.4 miles to the SSW.