Mud Lake is a lake located in Yakima County, Washington. It appears on the Milk Canyon USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,086.06 feet (635.83 m) above sea level. The nearest populated place is Nile, approximately 6.0 miles to the NW.