Hancock Lake is a lake located in Otter Tail County, Minnesota. It appears on the Eagle Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,350.66 feet (411.68 m) above sea level. The nearest populated place is Clitherall, approximately 7.3 miles to the N.