Mud Lake is a swamp located in Grant County, Oregon. It appears on the Sharp Ridge USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,131.44 feet (1,259.26 m) above sea level. The nearest populated place is Susanville, approximately 4.1 miles to the SSE.