Peters Creek is a stream located in Pawnee County, Oklahoma. It appears on the Pawnee USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 824.02 feet (251.16 m) above sea level. The nearest populated place is Lela, approximately 3.8 miles to the SW.