Panther Creek is a stream located in Stephens County, Georgia. It appears on the Tugaloo Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 669.66 feet (204.11 m) above sea level. The nearest populated place is Tugaloo, approximately 2.6 miles to the NW.