Huff ranked among the top ten in several career and single-season records in the history of the Tampa Bay Rays (Devil Rays from 1998 to 2007) as of 2019. Through 2019, he ranked fifth in games played (799), at bats (3,028), plate appearances (3,322), hits (870), doubles (172), RBI (449), and batting average (.287). His 128 home runs ranked third (behind Carlos Peña's 163, and Evan Longoria's 261), and his 400 runs scored ranked sixth. He, Longoria and Delmon Young were the only Devil Rays to appear in 162 games in a season. He held Devil Rays' record for hits in a season and doubles in a season, both set in 2003. His batting averages in 2002 and 2003 ranked sixth and seventh, respectively; his home run total in 2003 tied for fifth; and his RBI totals in 2003 and 2004 were fourth and tied for sixth, respectively.