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Union Commonwealth

Also known as: Union Commonwealth
Program History

Model Outputs

2025-2026 latest available
Catalog

No materialized model snapshot for 2024 yet, so this section is showing the latest available team-model rows.

Output is shown as model rating with league rank in parentheses when available.

Model Output Notes
Bradley-Terry Bradley-Terry Static logistic paired-comparison model with one team strength parameter. More → 918 (#414) -
Bradley-Terry Recency Bradley-Terry Recency Static Bradley-Terry with exponential recency weights on newer games. HCA +95 elo More → 899 (#532) HCA +95 elo
Margin Recency Margin Recency Margin regression with exponential recency weights on newer games. HCA +3.3 More → -7.5 (#431) HCA +3.3
Pythagorean Pythagorean Pythagorean win expectation from raw points scored and allowed. More → 0.000 (#745) -
Adjusted Efficiency Adjusted Efficiency Opponent-adjusted efficiency model with separate offensive and defensive components. AdjNet -29.6 More → 0.031 (#702) AdjNet -29.6
Log Adjusted Log Adjusted Log-scale adjusted efficiency model that downweights blowout leverage. AdjNet -29.5 More → 0.029 (#700) AdjNet -29.5
Points Off/Def Points Off/Def Raw points regression with separate offensive and defensive team parameters. AdjO 70.0 | AdjD 92.1 More → 0.118 (#688) AdjO 70.0 | AdjD 92.1
Points Off/Def Recency Points Off/Def Recency Off/def points regression with exponential recency weights. AdjO 71.2 | AdjD 76.7 More → 0.377 (#476) AdjO 71.2 | AdjD 76.7
Core Ensemble Core Ensemble Equal-logit blend of Elo, recency BT, recency margin, log-adjusted pyth, and points off/def. Blend of Elo, BT, Margin, PythLog, PtsOD More → 0.344 (#435) Blend of Elo, BT, Margin, PythLog, PtsOD
Recency Ensemble Recency Ensemble Equal-logit blend of Elo, recency BT, recency margin, log-adjusted pyth, and recency points off/def. Blend of Elo, BT, Margin, PythLog, PtsOD More → 0.339 (#439) Blend of Elo, BT, Margin, PythLog, PtsOD
Dynamic Bradley-Terry Dynamic Bradley-Terry Time-evolving paired-comparison model with latent team strength drift. RD 102 | GP 22 More → 876 (#396) RD 102 | GP 22

2024 Schedule & Results

Date Vs/At Opponent Result Score
2023-11-10 @ Tuskegee W 86 - 65
2023-11-11 @ Lane W 63 - 59
2023-11-21 vs Purdue Northwest L 60 - 63
2023-11-25 @ Mississippi Col. L 71 - 78
2023-11-27 @ Delta St. L 66 - 86
2023-11-30 vs Lindsey Wilson W 94 - 54
2023-12-03 @ West Ga. L 66 - 78
2023-12-08 vs Christian Brothers L 70 - 88
2023-12-15 vs West Florida W 86 - 84
2023-12-17 vs Valdosta St. W 84 - 76
2023-12-31 @ Montevallo W 83 - 56
2024-01-02 @ AUM W 90 - 84
2024-01-06 vs West Ala. L 69 - 71
2024-01-08 vs UAH W 87 - 82
2024-01-11 @ Shorter W 100 - 95
2024-01-13 @ Lee W 72 - 68
2024-01-20 vs Mississippi Col. L 53 - 75
2024-01-22 vs Delta St. L 101 - 104
2024-01-27 vs West Ga. L 79 - 93
2024-02-01 @ Christian Brothers L 77 - 83
2024-02-08 @ West Florida W 79 - 73
2024-02-10 @ Valdosta St. L 79 - 86
2024-02-15 vs AUM L 78 - 79
2024-02-17 vs Montevallo W 81 - 66
2024-02-22 @ UAH L 76 - 83
2024-02-24 @ West Ala. L 66 - 87
2024-02-29 vs Lee W 84 - 68
2024-03-02 vs Shorter W 70 - 66
2024-03-05 @ West Ga. L 76 - 87

2024 Roster

Minutes by Position

The surface stays filled across the five on-court roles. Use the labels or legend to isolate how each player absorbs guard-to-big minutes.

Player Pos GP MIN PTS REB AST STL BLK TO FGA Numbers PM PM/G PM/40 FG% 3P% FT% RAPM TS% eFG%
Keithean Brooks - 1 48.0 34.0 7.0 2.0 3.0 0.0 0.0 24.0 22.0 10 3.3 8.3 54.2 40.0 60.0 0.31 59.9 58.3
Thaddeus Williams - 1 40.0 26.0 11.0 4.0 1.0 0.0 1.0 17.0 24.0 61 2.8 12.6 64.7 33.3 100.0 1.44 71.0 67.6
D'Anthony Pennington - 1 27.0 20.0 1.0 1.0 1.0 0.0 3.0 15.0 5.0 -19 -3.8 -6.6 46.7 60.0 75.0 0.19 59.7 56.7
CJ Jackson - 1 30.0 19.0 2.0 0.0 1.0 0.0 3.0 14.0 5.0 0 0.0 0.0 50.0 44.4 100.0 0.05 65.8 64.3
Kolby Horace - 1 31.0 19.0 4.0 1.0 0.0 0.0 1.0 13.0 10.0 11 3.7 10.9 46.2 42.9 57.1 0.19 59.1 57.7
Kuran Garner - 1 34.0 18.0 5.0 0.0 0.0 0.0 4.0 10.0 9.0 -5 -1.0 -5.0 50.0 50.0 87.5 0.02 66.6 55.0
Tommy Murr - 1 27.0 18.0 3.0 2.0 1.0 0.0 1.0 14.0 9.0 -28 -5.6 -16.1 50.0 20.0 100.0 0.54 58.7 53.6
Caleb Allen - 1 47.0 17.0 5.0 0.0 2.0 0.0 0.0 12.0 12.0 -1 -0.3 -1.0 50.0 44.4 50.0 0.1 66.0 66.7
Ahmad Johnson - 22 27.9 16.6 4.5 1.4 0.5 0.1 1.8 11.8 9.4 22 4.4 15.1 46.2 41.0 80.5 0.27 58.9 52.7
Maalik Cartwright - 1 36.0 16.0 9.0 7.0 1.0 5.0 3.0 10.0 25.0 5 1.7 4.8 70.0 0 50.0 0.14 68.0 70.0
Jordan Pyke - 23 24.9 13.2 5.9 2.2 0.8 0.6 2.2 10.0 10.4 5 1.2 7.3 50.6 25.4 58.9 -0.09 56.0 54.1
Jeremiah Littlepage - 24 30.3 12.7 7.1 2.0 0.2 1.4 2.0 8.9 12.5 -15 -3.0 -9.2 55.9 15.8 70.0 0.03 60.2 56.6
Kai Steinman - 1 24.0 11.0 4.0 1.0 0.0 0.0 1.0 7.0 8.0 25 8.3 17.6 42.9 50.0 100.0 0.48 69.8 64.3
Kusamae Draper - 1 24.0 11.0 3.0 1.0 0.0 0.0 0.0 4.0 11.0 39 2.6 14.1 75.0 0 71.4 0.42 77.7 75.0
Brendan Temple - 1 26.0 9.0 9.0 0.0 0.0 0.0 2.0 8.0 8.0 39 7.8 24.1 50.0 0.0 50.0 0.53 50.7 50.0
Maurice Dickson - 1 22.0 9.0 3.0 1.0 0.0 0.0 0.0 5.0 8.0 0 0.0 0.0 80.0 100.0 0.0 -1.44 82.7 90.0
Daniel Saylor - 1 19.0 9.0 4.0 0.0 2.0 0.0 2.0 6.0 7.0 -28 -5.6 -26.9 66.7 0 33.3 0.09 61.5 66.7
Devaki Garr - 24 17.6 8.8 1.6 2.1 0.5 0.0 2.1 6.7 4.2 -1 -0.1 -0.9 39.8 39.7 83.3 0.05 58.8 54.7
Cameron Alford - 1 22.0 8.0 2.0 3.0 2.0 0.0 3.0 11.0 1.0 - - - 36.4 0.0 0.0 - 35.0 36.4
Dalton Gayman - 1 24.0 8.0 10.0 0.0 2.0 0.0 2.0 10.0 8.0 70 23.3 69.7 30.0 33.3 33.3 0.28 35.3 35.0
Terry Durham - 1 26.0 8.0 4.0 3.0 2.0 1.0 1.0 6.0 11.0 -1 -0.2 -1.0 33.3 0 66.7 0.01 46.3 33.3
Jaylen Lemons - 1 39.0 8.0 2.0 0.0 0.0 0.0 1.0 9.0 0.0 2 0.4 1.8 22.2 33.3 100.0 0.09 40.5 33.3
Justin Debuck - 24 23.2 7.8 2.5 2.0 0.9 0.0 1.8 6.8 4.6 6 1.2 6.1 42.9 34.7 84.6 0.03 53.6 50.6
Layne Sarver - 20 25.4 7.0 3.0 1.1 0.6 0.1 1.4 5.7 4.6 9 1.8 7.2 44.2 46.8 57.1 0.1 60.3 60.2
Jack Kostel - 1 34.0 7.0 13.0 5.0 1.0 0.0 2.0 10.0 14.0 -36 -7.2 -22.0 20.0 28.6 50.0 0.13 32.2 30.0
Kelen Dietrich - 1 33.0 7.0 3.0 1.0 0.0 0.0 0.0 10.0 1.0 -10 -3.3 -9.7 30.0 20.0 0.0 0.0 33.5 35.0
Chris Terrell - 1 46.0 7.0 10.0 4.0 5.0 0.0 3.0 14.0 9.0 3 1.0 2.2 21.4 16.7 0 0.3 25.0 25.0
Dalton Dodd - 1 13.0 6.0 3.0 1.0 0.0 0.0 0.0 4.0 6.0 -7 -1.4 -7.6 50.0 50.0 0 0.15 75.0 75.0
Matthew Thurman - 1 12.0 6.0 3.0 2.0 0.0 0.0 1.0 2.0 8.0 76 6.9 709.7 100.0 100.0 0 -1.03 150.0 150.0
Parker Applegate - 14 25.2 5.5 6.7 1.2 0.6 0.8 1.7 4.9 8.3 -3 -0.6 -3.1 41.2 13.6 69.2 -0.08 48.5 43.4
Isaiah Victor - 24 18.1 5.1 1.2 1.2 0.2 0.0 0.9 5.4 1.4 -31 -6.2 -33.2 32.6 34.0 80.0 -0.33 46.5 45.7
Kalil Whitehead - 1 12.0 5.0 0.0 0.0 1.0 0.0 0.0 3.0 3.0 24 4.8 16.6 66.7 100.0 0 0.31 83.3 83.3
Tanner Shulman - 1 8.0 5.0 0.0 0.0 0.0 0.0 0.0 2.0 3.0 -14 -2.8 -14.7 100.0 100.0 0 -0.06 125.0 125.0
Chip Culpepper - 1 12.0 5.0 0.0 0.0 0.0 0.0 0.0 5.0 0.0 -10 -2.5 -4.5 40.0 50.0 0 0.25 50.0 50.0
Anthony Irvin - 1 31.0 3.0 2.0 1.0 1.0 0.0 1.0 5.0 1.0 54 10.8 31.6 20.0 0.0 50.0 0.73 25.5 20.0
Isaac Chatman - 1 12.0 3.0 3.0 0.0 0.0 0.0 0.0 5.0 1.0 -32 -6.4 -29.7 20.0 25.0 0 -0.0 30.0 30.0
Samuel Whitmer - 1 8.0 3.0 0.0 0.0 0.0 0.0 0.0 1.0 2.0 -18 -2.0 -114.9 100.0 100.0 0 -0.84 150.0 150.0
Dusan Djordjevic - 24 9.2 2.0 2.8 0.5 0.2 0.1 0.6 1.6 3.3 13 2.6 23.6 44.7 0.0 62.5 -0.23 50.5 44.7
Caleb McGill - 1 18.0 2.0 2.0 0.0 0.0 0.0 0.0 4.0 0.0 13 2.2 11.1 25.0 0.0 0.0 0.05 22.5 25.0
Tyshawn Boyce - 1 8.0 2.0 0.0 0.0 0.0 0.0 0.0 4.0 -2.0 - - - 0.0 0 100.0 - 20.5 0.0
Ivan Prug - 24 4.7 0.8 0.7 0.3 0.1 0.0 0.2 1.0 0.7 -5 -2.5 -20.8 29.2 21.1 0 -0.66 37.5 37.5
Will Jackson - 24 0.2 0.4 0.0 0.0 0.0 0.0 0.0 0.1 0.2 -24 -8.0 -8.8 100.0 100.0 0 -0.01 150.0 150.0
Luke Ledbetter - 24 0.2 0.2 0.0 0.0 0.0 0.0 0.0 0.1 0.1 - - - 100.0 0 0 - 100.0 100.0
Camden Lockett - 24 0.2 0.1 0.0 0.0 0.0 0.0 0.0 0.1 0.0 - - - 50.0 50.0 0 - 75.0 75.0
Seth Thomas - 23 0.3 0.0 0.2 0.0 0.0 0.0 0.0 0.0 0.2 -45 -2.4 -42.3 0.0 0.0 0.0 0.04 0.0 0.0
Jules Bikoy - 1 4.0 0.0 0.0 0.0 0.0 0.0 1.0 1.0 -2.0 -1 -0.5 -96.0 0.0 0 0 -1.26 0.0 0.0
Obi Ezekwesili - 1 15.0 0.0 4.0 1.0 0.0 0.0 1.0 2.0 2.0 3 1.0 6.4 0.0 0 0 -0.31 0.0 0.0
Jaylon Gentry - 1 9.0 0.0 1.0 0.0 0.0 0.0 0.0 0.0 1.0 6 3.0 18.3 0 0 0 -0.47 0 0
Aaron Onesimus - 1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 - - - 0 0 0 - 0 0
Parion Roberson - 1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -1 -1.0 -16.2 0 0 0 -1.32 0 0
Tyran Rodgers - 1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 - - - 0 0 0 - 0 0
Jackson Ware - 1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -28 -2.0 -404.8 0 0 0 -1.26 0 0
Zane Cogdell - 1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 - - - 0 0 0 - 0 0
Trevor Dennis - 1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2 2.0 85.7 0 0 0 -1.77 0 0
Cyrille Diop - 1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 - - - 0 0 0 - 0 0
Kyle Downey - 1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2 2.0 85.7 0 0 0 -1.77 0 0
Marcellious Lockett - 1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2 2.0 85.7 0 0 0 -1.77 0 0
CJ Melton - 1 14.0 0.0 4.0 0.0 1.0 0.0 1.0 2.0 2.0 6 1.2 5.9 0.0 0 0 0.04 0.0 0.0
Marvin Price - 1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0 0.0 0.0 0 0 0 -1.25 0 0
Tyler Talley - 1 5.0 0.0 0.0 0.0 0.0 0.0 0.0 3.0 -3.0 9 1.8 16.8 0.0 0.0 0 -0.25 0.0 0.0
Dane Harding - 1 24.0 0.0 2.0 3.0 1.0 0.0 1.0 4.0 1.0 -8 -1.6 -6.4 0.0 0.0 0 0.14 0.0 0.0
Parks McLain - 1 6.0 0.0 1.0 0.0 1.0 0.0 0.0 0.0 2.0 -3 -1.0 -13.2 0 0 0 -0.68 0 0
Peter Cavacini - 1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 - - - 0 0 0 - 0 0
Bryce Clayton - 1 5.0 0.0 0.0 0.0 0.0 0.0 0.0 1.0 -1.0 -3 -0.4 -175.6 0.0 0.0 0 -1.77 0.0 0.0
Lee Cotton - 1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 - - - 0 0 0 - 0 0
Derek Moore - 1 17.0 0.0 6.0 1.0 2.0 0.0 1.0 4.0 4.0 32 3.6 144.1 0.0 0.0 0.0 -0.67 0.0 0.0
Decorian Payton - 1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 - - - 0 0 0 - 0 0
Karson Stastny - 1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 - - - 0 0 0 - 0 0
Cole Thomas - 1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 - - - 0 0 0 - 0 0
Bryce Cummings - 1 10.0 0.0 1.0 0.0 0.0 0.0 0.0 0.0 1.0 29 5.8 240.8 0 0 0.0 -0.93 0.0 0
Evan Howell - 1 11.0 0.0 2.0 0.0 0.0 1.0 0.0 1.0 2.0 9 1.8 52.7 0.0 0 0 -0.81 0.0 0.0
Kris Mickens - 1 7.0 0.0 0.0 0.0 1.0 0.0 0.0 0.0 1.0 -9 -1.8 -14.1 0 0 0 -0.28 0 0
Ostin Taylor - 1 13.0 0.0 1.0 2.0 0.0 0.0 1.0 0.0 2.0 -12 -2.4 -9.5 0 0 0 -0.01 0 0
Julian Watson - 1 14.0 0.0 1.0 0.0 2.0 0.0 0.0 0.0 3.0 56 4.3 48.7 0 0 0 0.27 0 0

Numbers/Game vs RAPM

X-axis = Numbers/Game (PTS+REB+AST+STL+BLK-TO-FGA), Y-axis = RAPM.

Advanced: Numbers = PTS+REB+AST+STL+BLK-TO-FGA, PM = total +/-, PM/G = per game, PM/40 = per 40 minutes, RAPM = Regularized Adj Plus-Minus, TS% = True Shooting, eFG% = Effective FG