Saddlebag Lake is a lake located in Polk County, Florida. It appears on the Hesperides USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 99.81 feet (30.42 m) above sea level. The nearest populated place is Alcoma, approximately 0.8 miles to the W.