Peters Creek is a stream located in Kay County, Oklahoma. It appears on the Eddy USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 993.45 feet (302.80 m) above sea level. The nearest populated place is Eddy, approximately 1.4 miles to the SSW.