Grandrud Lake is a lake located in Otter Tail County, Minnesota. It appears on the Erhard USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,336.06 feet (407.23 m) above sea level. The nearest populated place is Erhard, approximately 2.3 miles to the WSW.