Sugar Creek is a stream located in Caddo County, Oklahoma. It appears on the Anadarko East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,156.53 feet (352.51 m) above sea level. The nearest populated place is Anadarko, approximately 4.4 miles to the WSW.