Peninsula Lake is a lake located in Becker County, Minnesota. It appears on the Wolf Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,599.71 feet (487.59 m) above sea level. The nearest populated place is Wolf Lake, approximately 2.3 miles to the SW.