Panther Key is a island located in Collier County, Florida. It appears on the Panther Key USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1.72 feet (0.52 m) above sea level. The nearest populated place is Dismal Key, approximately 2.3 miles to the NNW.