Abercrombie joined the Winnipeg Goldeyes for the 2014 season and hit .284 in 398 at bats with 15 home runs and 74 RBI. On February 9, 2015, he was traded by the Goldeyes to the Sussex County Miners of the Canadian-American Association in exchange for cash and a player to be named later. He made three stops overall in 2015, playing with Sussex County, the Winnipeg Goldeyes of the American Association and the Southern Maryland Blue Crabs of the Atlantic League.