Axe Lake is a lake located in Ballard County, Kentucky. It appears on the Barlow USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 313.06 feet (95.42 m) above sea level. The nearest populated place is Barlow, approximately 2.9 miles to the SE.