Octopus Lake is a lake located in Cook County, Minnesota. It appears on the Cherokee Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,739.93 feet (530.33 m) above sea level. The nearest populated place is Lutsen, approximately 24.7 miles to the SSE.