Little Mud Lake is a swamp located in Yakima County, Washington. It appears on the Nile USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,090.31 feet (1,246.73 m) above sea level. The nearest populated place is Nile, approximately 2.2 miles to the SSW.