On November 15, 2000, the Oilers traded him to the Boston Bruins in exchange for Anson Carter, Boston's 1st (Aleš Hemský) and 2nd (Doug Lynch) round choices in 2001 NHL Entry Draft. Guerin played 2 seasons with the Bruins and recorded 41 goals in his final season with them.