Leaders are based on stats from the 1985-86 through 2023-24 seasons.
Not all leaderboards are available for seasons prior to 1992-93.
Since 1995-96
| Rank | Player | WS | From | To | Last School |
|---|---|---|---|---|---|
| 1 | Nick Collison | 25.18 | 2000 | 2003 | Kansas |
| 2 | Ivan McFarlin | 23.39 | 2002 | 2005 | Oklahoma State |
| 3 | Monte Morris | 20.84 | 2014 | 2017 | Iowa State |
| 4 | Joseph Jones | 20.72 | 2005 | 2008 | Texas A&M |
| 5 | Damion James | 20.66 | 2007 | 2010 | Texas |
| 6 | Kirk Hinrich | 19.98 | 2000 | 2003 | Kansas |
| 7 | Jevon Carter | 19.78 | 2015 | 2018 | West Virginia |
| 8 | Hollis Price | 19.73 | 2000 | 2003 | Oklahoma |
| 9 | Aleks Maric | 19.38 | 2005 | 2008 | Nebraska |
| 10 | Desmond Mason | 19.18 | 1997 | 2000 | Oklahoma State |
| 11 | Frank Mason | 19.16 | 2014 | 2017 | Kansas |
| 12 | LaceDarius Dunn | 18.78 | 2008 | 2011 | Baylor |
| 13 | Mario Chalmers | 18.52 | 2006 | 2008 | Kansas |
| 14 | Buddy Hield | 18.46 | 2013 | 2016 | Oklahoma |
| 15 | Devonte' Graham | 18.39 | 2015 | 2018 | Kansas |
| 16 | Perry Ellis | 17.91 | 2013 | 2016 | Kansas |
| 17 | Marcus Denmon | 17.77 | 2009 | 2012 | Missouri |
| 18 | Jacob Pullen | 17.75 | 2008 | 2011 | Kansas State |
| 19 | Andre Emmett | 17.58 | 2001 | 2004 | Texas Tech |
| 20 | Wayne Simien | 17.56 | 2002 | 2005 | Kansas |
| 21 | Arthur Johnson | 17.38 | 2001 | 2004 | Missouri |
| 22 | Josh Carter | 17.35 | 2006 | 2009 | Texas A&M |
| 23 | Desmond Bane | 16.80 | 2017 | 2020 | TCU |
| 24 | Dean Wade | 16.63 | 2016 | 2019 | Kansas State |
| 25 | Sherron Collins | 16.52 | 2007 | 2010 | Kansas |
| 26 | Rodney McGruder | 16.51 | 2010 | 2013 | Kansas State |
| 27 | Georges Niang | 16.46 | 2013 | 2016 | Iowa State |
| 28 | Cole Aldrich | 16.46 | 2008 | 2010 | Kansas |
| 29 | Phil Forte | 16.39 | 2013 | 2017 | Oklahoma State |
| 30 | Marcus Fizer | 16.35 | 1998 | 2000 | Iowa State |
| 31 | Quincy Acy | 16.30 | 2009 | 2012 | Baylor |
| 32 | Brad Buckman | 16.10 | 2003 | 2006 | Texas |
| 33 | James Anderson | 15.97 | 2008 | 2010 | Oklahoma State |
| 34 | Melvin Ejim | 15.85 | 2011 | 2014 | Iowa State |
| 35 | Eduardo Najera | 15.79 | 1997 | 2000 | Oklahoma |
| 36 | Chris Mihm | 15.62 | 1998 | 2000 | Texas |
| 37 | A.J. Abrams | 15.42 | 2006 | 2009 | Texas |
| 38 | Keith Langford | 15.38 | 2002 | 2005 | Kansas |
| 39 | Kevin McCullar | 15.32 | 2020 | 2024 | Kansas |
| 40 | Blake Griffin | 15.25 | 2008 | 2009 | Oklahoma |
| 41 | Raef LaFrentz | 15.17 | 1995 | 1998 | Kansas |
| 42 | Marcus Morris | 15.16 | 2009 | 2011 | Kansas |
| 43 | Tyshawn Taylor | 15.12 | 2009 | 2012 | Kansas |
| 44 | Eric Chenowith | 15.06 | 1998 | 2001 | Kansas |
| 45 | Brandon Rush | 14.86 | 2006 | 2008 | Kansas |
| 46 | Jarrius Jackson | 14.86 | 2004 | 2007 | Texas Tech |
| 47 | Ochai Agbaji | 14.72 | 2019 | 2022 | Kansas |
| 48 | John Lucas | 14.62 | 2002 | 2005 | Oklahoma State |
| 49 | Venson Hamilton | 14.57 | 1996 | 1999 | Nebraska |
| 50 | Cory Higgins | 14.50 | 2008 | 2011 | Colorado |
| 51 | Rico Gathers | 14.48 | 2013 | 2016 | Baylor |
| 52 | Martin Zeno | 14.38 | 2005 | 2008 | Texas Tech |
| 53 | David Harrison | 14.37 | 2002 | 2004 | Colorado |
| 54 | Markel Brown | 14.28 | 2011 | 2014 | Oklahoma State |
| 55 | Jake Sullivan | 14.26 | 2001 | 2004 | Iowa State |
| 56 | Bryan Davis | 14.18 | 2007 | 2010 | Texas A&M |
| 57 | Jamar Samuels | 14.06 | 2009 | 2012 | Kansas State |
| 58 | Cartier Martin | 14.03 | 2004 | 2007 | Kansas State |
| 59 | Kenrich Williams | 14.03 | 2015 | 2018 | TCU |
| 60 | Paul Pierce | 13.97 | 1996 | 1998 | Kansas |
| 61 | Keenan Evans | 13.95 | 2015 | 2018 | Texas Tech |
| 62 | Jalen Bridges | 13.80 | 2021 | 2024 | Baylor |
| 63 | P.J. Tucker | 13.72 | 2004 | 2006 | Texas |
| 64 | Ryan Spangler | 13.64 | 2012 | 2016 | Oklahoma |
| 65 | Acie Law | 13.61 | 2004 | 2007 | Texas A&M |
| 66 | Xavier Sneed | 13.59 | 2017 | 2020 | Kansas State |
| 67 | Kevin Bookout | 13.39 | 2003 | 2006 | Oklahoma |
| 68 | Aaron Miles | 13.39 | 2002 | 2005 | Kansas |
| 69 | Rahshon Clark | 13.34 | 2005 | 2008 | Iowa State |
| 70 | Keiton Page | 13.28 | 2009 | 2012 | Oklahoma State |
| 71 | Fredrik Jonzen | 13.19 | 1999 | 2002 | Oklahoma State |
| 72 | Jeff Boschee | 13.18 | 1999 | 2002 | Kansas |
| 73 | Drew Gooden | 13.10 | 2000 | 2002 | Kansas |
| 74 | Jamahl Mosley | 13.04 | 1998 | 2001 | Colorado |
| 75 | Jeff Withey | 13.01 | 2010 | 2013 | Kansas |
| 76 | Barry Brown | 12.99 | 2016 | 2019 | Kansas State |
| 77 | Jalen Wilson | 12.97 | 2020 | 2023 | Kansas |
| 78 | Leo Lyons | 12.95 | 2006 | 2009 | Missouri |
| 79 | Travis Releford | 12.81 | 2009 | 2013 | Kansas |
| 80 | Jordan Woodard | 12.80 | 2014 | 2017 | Oklahoma |
| 81 | Daxter Miles | 12.78 | 2015 | 2018 | West Virginia |
| 82 | Russell Robinson | 12.73 | 2005 | 2008 | Kansas |
| 83 | Cory Jefferson | 12.67 | 2010 | 2014 | Baylor |
| 84 | Richard Roby | 12.60 | 2005 | 2008 | Colorado |
| 85 | Jared Butler | 12.49 | 2019 | 2021 | Baylor |
| 86 | Adrian Peterson | 12.44 | 1996 | 1999 | Oklahoma State |
| 87 | Andrew Jones | 12.36 | 2017 | 2022 | Texas |
| 88 | Taj Gray | 12.33 | 2005 | 2006 | Oklahoma |
| 89 | Matt Coleman | 12.33 | 2018 | 2021 | Texas |
| 90 | James Thomas | 12.32 | 2001 | 2004 | Texas |
| 91 | Rickey Paulding | 12.29 | 2001 | 2004 | Missouri |
| 92 | Brady Manek | 12.29 | 2018 | 2022 | UNC |
| 93 | Cookie Belcher | 12.28 | 1997 | 2001 | Nebraska |
| 94 | LJ Cryer | 12.25 | 2021 | 2024 | Houston |
| 95 | Vladimir Brodziansky | 12.24 | 2016 | 2018 | TCU |
| 96 | Kenny Gregory | 12.22 | 1998 | 2001 | Kansas |
| 97 | Kareem Rush | 12.21 | 2000 | 2002 | Missouri |
| 98 | Gabe Muoneke | 12.20 | 1997 | 2000 | Texas |
| 99 | Dominique Kirk | 12.20 | 2005 | 2008 | Texas A&M |
| 100 | Pierre Jackson | 12.17 | 2012 | 2013 | Baylor |
| 101 | Connor Atchley | 12.10 | 2006 | 2009 | Texas |
| 102 | Curtis Jerrells | 12.03 | 2006 | 2009 | Baylor |
| 103 | Emanuel Miller | 11.99 | 2020 | 2024 | TCU |
| 104 | Will Spradling | 11.94 | 2011 | 2014 | Kansas State |
| 105 | Andre Williams | 11.94 | 2000 | 2003 | Oklahoma State |
| 106 | Darnell Jackson | 11.89 | 2005 | 2008 | Kansas |
| 107 | Tony Crocker | 11.86 | 2007 | 2010 | Oklahoma |
| 108 | Stephane Pelle | 11.86 | 2000 | 2003 | Colorado |
| 109 | Ronald Ross | 11.85 | 2002 | 2005 | Texas Tech |
| 110 | Adam Flagler | 11.85 | 2019 | 2023 | Baylor |
| 111 | Brian Grawer | 11.84 | 1998 | 2001 | Missouri |
| 112 | Le'Bryan Nash | 11.84 | 2012 | 2015 | Oklahoma State |
| 113 | Byron Eaton | 11.83 | 2006 | 2009 | Oklahoma State |
| 114 | Sasha Kaun | 11.81 | 2005 | 2008 | Kansas |
| 115 | David McCormack | 11.75 | 2019 | 2022 | Kansas |
| 116 | Kim English | 11.73 | 2009 | 2012 | Missouri |
| 117 | Tweety Carter | 11.73 | 2007 | 2010 | Baylor |
| 118 | Jonathan Holmes | 11.66 | 2012 | 2015 | Texas |
| 119 | Brian Skinner | 11.65 | 1995 | 1998 | Baylor |
| 120 | Marcus Garrett | 11.61 | 2018 | 2021 | Kansas |
| 121 | Christian Braun | 11.58 | 2020 | 2022 | Kansas |
| 122 | Ryan Robertson | 11.57 | 1996 | 1999 | Kansas |
| 123 | Brady Heslip | 11.42 | 2012 | 2014 | Baylor |
| 124 | Ryan Anderson | 11.36 | 2007 | 2010 | Nebraska |
| 125 | J'Covan Brown | 11.30 | 2010 | 2012 | Texas |
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