Mud Lake is a lake located in Price County, Wisconsin. It appears on the Butternut Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,491.83 feet (454.71 m) above sea level. The nearest populated place is Kaiser (historical), approximately 2.8 miles to the SSW.