Little Summit Lake is a swamp located in Baker County, Oregon. It appears on the Anthony Lakes USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 6,927.46 feet (2,111.49 m) above sea level. The nearest populated place is Cableville (historical), approximately 3.5 miles to the WSW.