Horse Flat Reservoir is a reservoir located in Malheur County, Oregon. It appears on the Castle Rock USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,768.41 feet (1,453.41 m) above sea level. The nearest populated place is Beulah, approximately 7.4 miles to the SSE.