Panther Creek is a stream located in Garvin County, Oklahoma. It appears on the Elmore City North USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 942.76 feet (287.35 m) above sea level. The nearest populated place is Antioch, approximately 2.3 miles to the ESE.