Leo Miller Spring is a spring located in Ohio County, West Virginia. It appears on the Bethany USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,109.94 feet (338.31 m) above sea level. The nearest populated place is Potomac, approximately 1.7 miles to the E.