Stony Point is a cape located in Lake of the Woods County, Minnesota. It appears on the Buffalo Bay NW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,062.91 feet (323.97 m) above sea level. The nearest populated place is Arnesén, approximately 13.6 miles to the SSE.