Pretty Rock Lake is a reservoir located in Grant County, North Dakota. It appears on the New Leipzig South USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,388.52 feet (728.02 m) above sea level. The nearest populated place is Bentley, approximately 7.8 miles to the NW.