Pearl Lake is a lake located in Osceola County, Florida. It appears on the Ashton USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 62.53 feet (19.06 m) above sea level. The nearest populated place is Harmony, approximately 2.7 miles to the E.