Sugarloaf Key is a island located in Monroe County, Florida. It appears on the Sugarloaf Key USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately -0.11 feet (-0.03 m) above sea level. The nearest populated place is Pirates Cove, approximately 0.6 miles to the NNW.