The Town of Estella is located in Chippewa County in the U.S. state of Wisconsin. The population was 433 at the 2010 census. The shape of Estella is irregular. The east end is a rectangle 6 miles north to south and 3 miles wide. The west end follows the Chippewa River, except for a section which is part of the city of Cornell.