Lake Gem is a lake located in Orange County, Florida. It appears on the Orlando East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 68.60 feet (20.91 m) above sea level. The nearest populated place is Eatonville, approximately 0.8 miles to the W.