West Point (formerly, Indian Gulch and Westpoint) is a census-designated place (CDP) in Calaveras County, California, in the United States. As of the 2000 census, the CDP population was 746. The town is registered as California Historical Landmark #268. There is an annual West Point Lumberjack Days festival in the community. Walton's Mountain Winery & Vineyard is West Point's First Winery that opened in 2006.