Panther Branch is a stream located in Pike County, Kentucky. It appears on the Jamboree USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,170.59 feet (356.80 m) above sea level. The nearest populated place is Paw Paw, approximately 2.4 miles to the SE.