Town of West Point is a civil located in Columbia County, Wisconsin. It appears on the Sauk City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 853.02 feet (260.00 m) above sea level. The nearest populated place is Merrimac, approximately 3.3 miles to the NNE.