Pleasant Valley is a valley located in Monroe County, Wisconsin. It appears on the Melvina USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 796.60 feet (242.80 m) above sea level. The nearest populated place is Leon, approximately 1.4 miles to the NNW.