Tenney Beach is a beach located in Dane County, Wisconsin. It appears on the Madison East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 850.94 feet (259.37 m) above sea level. The nearest populated place is Elmside, approximately 1.4 miles to the E.