Sugar Point is a cape located in Lake of the Woods County, Minnesota. It appears on the Flag Island USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,064.22 feet (324.37 m) above sea level. The nearest populated place is Penasse, approximately 5.8 miles to the NNW.