Panther Creek is a stream located in Stephens County, Oklahoma. It appears on the Ratliff City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 935.48 feet (285.13 m) above sea level. The nearest populated place is Countyline, approximately 1.7 miles to the SE.