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General
- Most wins: 97 (2003)
- Most Losses: 86 (2011)
- Highest Winning Percentage: 0.693 (2003)
- Lowest Winning Percentage: 0.381 (2011)
- Best Run Differential: +249 (2003)
- Worst Run Differential -176 (2017)
- Longest Winning Streak: 13 (May 27 - June 8, 2003)
- Longest Losing Streak: 10 (2x, Last: April 10 - April 19, 2012)
- Most Consecutive Wins to Begin a Season: 9 (2010)
- Most Consecutive Losses to Begin a Season: 2 (2015)
- Most Players Used: 60 (2018)
- Fewest Players Used: 40 (2015)
- Most Pitchers Used: 33 (2013)
- Fewest Pitchers Used: 21 (2003 & 2015)
- Most Position Players Used: 30 (2018)
- Fewest Position Players Used: 19 (2010)
- Most Games Over .500: 27 (2003)
- Most Games Under .500: 16.5 (2011)
Batting
- Highest Batting Average: .272 (2004)
- Lowest Batting Average: .235 (2019)
- Most Runs Scored: 737 (2007)
- Fewest Runs Scored: 568 (2006 & 2018)
- Most Hits: 1,278 (2004)
- Fewest Hits: 1,046 (2019)
- Most Doubles: 250 (2013)
- Fewest Doubles: 195 (2006)
- Most Triples: 47 (2019)
- Fewest Triples: 19 (2015)
- Most Home Runs: 153 (2017)
- Fewest Home Runs: 68 (2016)
- Most RBI: 665 (2007)
- Fewest RBI: 496 (2011)
- Most Total Bases: 1,918 (2004)
- Fewest Total Bases: 1,637 (2006)
- Most Bases on Balls: 609 (2007)
- Fewest Bases on Balls: 368 (2017)
- Most Intentional Walks: 25 (2012)
- Fewest Intentional Walks: 4 (2017)
- Most Strikeouts: 1,370 (2014)
- Fewest Strikeouts: 966 (2003)
- Most Stolen Bases: 166 (2009)
- Fewest Stolen Bases: 58 (2014)
- Most Caught Stealing: 81 (2009)
- Fewest Caught Stealing: 41 (2014)
- Highest On-Base Percentage: .351 (2007)
- Lowest On-Base Percentage: .301 (2017)
- Highest Slugging Percentage: .408 (2004)
- Lowest Slugging Percentage: .357 (2006)
- Highest OPS: .752 (2004)
- Lowest OPS: .686 (2006)
- Most Sacrifice Flies: 61 (2003)
- Fewest Sacrifice Flies: 25 (2013)
- Most Sacrifice Hits: 68 (2015)
- Fewest Sacrifice Hits: 15 (2018)
- Most Batters Hit By Pitch: 101 (2009)
- Fewest Batters Hit By Pitch: 42 (2018)
- Most Double Plays: 109 (2013)
- Fewest Double Plays: 58 (2003)
Pitching
- Lowest ERA: 2.67 (2003)
- Highest ERA: 4.85 (2017)
- Most Complete Games: 5 (2003)
- Fewest Complete Games: 0 (2018)
- Most Complete Game Shutouts: 1 (4x: 2003, 2006, 2010, 2014)
- Fewest Complete Game Shutouts: 0 (13x: 2004-2005, 2007-2009, 2011-2013, 2015-2019)
- Most Team Shutouts: 22 (2003)
- Fewest Team Shutouts: 3 (2011)
- Most Saves: 52 (2003)
- Fewest Saves: 24 (2013)
- Most Innings Pitched: 1,239.2 (2012)
- Fewest Innings Pitched: 1,185.1 (2013)
- Most Batters Faced: 5,366 (2017)
- Fewest Batters Faced: 5,027 (2003)
- Most Hits Allowed: 1,274 (2017)
- Fewest Hits Allowed: 1,033 (2003)
- Most Runs Allowed: 758 (2017)
- Fewest Runs Allowed: 440 (2003)
- Most Earned Runs Allowed: 651 (2017)
- Fewest Earned Runs Allowed: 360 (2003)
- Most Strikeouts: 1,207 (2019)
- Fewest Strikeouts: 943 (2006)
- Most Walks Allowed: 536 (2011)
- Fewest Walks Allowed: 360 (2015)
- Most Home Runs Allowed: 129 (2004)
- Fewest Home Runs Allowed: 76 (2009)
- Most Hit by Pitch: 100 (2006)
- Fewest Hit by Pitch: 38 (2015)
- Most Intentional Walks Issued: 19 (2004)
- Fewest Intentional Walks Issued: 3 (3x: 2008, 2012, 2018)
- Most Wild Pitches: 156 (2011)
- Fewest Wild Pitches: 47 (2003)
- Most Balks: 22 (2012)
- Fewest Balks: 5 (2006)
- Lowest WHIP: 1.148 (2003)
- Highest WHIP: 1.471 (2017)
- Lowest H/9: 7.6 (2003)
- Highest H/9: 9.5 (2017)
- Lowest HR/9: 0.6 (4x: 2003, 2006, 2009, 2019)
- Highest HR/9: 1.0 (2004)
- Lowest BB/9: 2.7 (2003)
- Highest BB/9: 4.0 (2011)
- Lowest K/9: 6.9 (2006)
- Highest K/9: 9.1 (2019)
- Lowest K/BB: 1.89 (2011)
- Highest K/BB: 3.18 (2015)