The next season, his fourth in Florida, Boyle was traded to the Tampa Bay Lightning in exchange for a 2003 fifth-round draft pick (Martin Tůma) on January 7, 2002. After completing the season with 20 points in 41 games after coming over from the Panthers, he was re-signed to a one-year contract by the Lightning on August 6, 2002.