Aroldis Chapman's 2016 acquisition was pivotal for the Cubs' first World Series in 108 years, Steve Pearce transformed from a journeyman to 2018 World Series MVP for the Red Sox, and the 2021 Braves' outfield acquisitions (Joc Pederson, Adam Duvall, Jorge Soler, Eddie Rosario) were key to their championship.