Chatfield is a city in Fillmore and Olmsted counties in the U.S. state of Minnesota. The population was 2,779 at the 2010 census. The city's area is split almost equally between the two counties. Chatfield is known as "The Gateway to Bluff Country" and "The Chosen Valley".