Rainy Lake is a lake located in Otter Tail County, Minnesota. It appears on the Lake Miltona East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,426.25 feet (434.72 m) above sea level. The nearest populated place is Parkers Prairie, approximately 2.9 miles to the NNW.