Eaton was the son of John Eaton and his wife Dorothy (Smith) Eaton. He was baptized on 11 September 1596 at St. Thomas church in Bristol, England. Eaton was a house carpenter. He married Sarah about 1618 and had a son named Samuel. The family left for North America in 1620 on the "Mayflower".