Panther Creek is a stream located in Butler County, Kentucky. It appears on the Rochester USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 385.20 feet (117.41 m) above sea level. The nearest populated place is Rochester, approximately 0.7 miles to the SW.