Panther Creek is a stream located in Pawnee County, Oklahoma. It appears on the Lela USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 847.76 feet (258.40 m) above sea level. The nearest populated place is Lela, approximately 1.3 miles to the SSW.