Dairy Lake is a lake located in Lemhi County, Idaho. It appears on the Yellow Peak USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 8,511.05 feet (2,594.17 m) above sea level. The nearest populated place is Patterson, approximately 8.8 miles to the SW.