Spitzer 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 1,359.84 feet (414.48 m) above sea level. The nearest populated place is Urbank, approximately 5.9 miles to the ESE.