Randolph Lake is a lake located in Luce County, Michigan. It appears on the Grand Marais NE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 646.33 feet (197.00 m) above sea level. The nearest populated place is Grand Marais, approximately 7.6 miles to the W.