Lake Leonore is a lake located in Polk County, Florida. It appears on the Babson Park USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 83.97 feet (25.59 m) above sea level. The nearest populated place is Hillcrest Heights, approximately 2.1 miles to the NNW.