Mount Washington, with an elevation of above sea level, the highest mountain in New England, is located in Sargent's Purchase. Other notable summits within the purchase include Mount Monroe, at ; Mount Isolation, at ; and Stairs Mountain, at . The Ammonoosuc River has its headwaters in the township.