Randall Lake is a lake located in Oldham County, Texas. It appears on the Adrian USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,963.25 feet (1,208.00 m) above sea level. The nearest populated place is Adrian, approximately 2.0 miles to the SSE.