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Kutztown

Also known as: Kutztown
Program History

Model Outputs

2024-2025
Catalog

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

Model Output Notes
Elo Elo Streaming paired-comparison rating with recency baked into sequential updates. More → 1052 (#104) -
Bradley-Terry Bradley-Terry Static logistic paired-comparison model with one team strength parameter. More → 1071 (#104) -
Margin Margin Linear team-strength model fit on point differential instead of binary wins. HCA +2.8 More → +2.0 (#189) HCA +2.8
Pythagorean Pythagorean Pythagorean win expectation from raw points scored and allowed. More → 0.601 (#324) -
Efficiency Efficiency Tempo-adjusted efficiency version of Pythagorean ratings. NetEff +4.1 More → 0.624 (#188) NetEff +4.1
Adjusted Efficiency Adjusted Efficiency Opponent-adjusted efficiency model with separate offensive and defensive components. AdjNet +0.9 More → 0.525 (#394) AdjNet +0.9
Log Adjusted Log Adjusted Log-scale adjusted efficiency model that downweights blowout leverage. AdjNet +2.9 More → 0.584 (#372) AdjNet +2.9
Points Off/Def Points Off/Def Raw points regression with separate offensive and defensive team parameters. AdjO 61.6 | AdjD 60.3 More → 0.529 (#380) AdjO 61.6 | AdjD 60.3

2025 Schedule & Results

Date Vs/At Opponent Result Score
2024-11-01 @ Adams St. L 56 - 69
2024-11-02 vs Lubbock Christian L 41 - 64
2024-11-08 vs Lincoln (PA) W 71 - 61
2024-11-09 @ Fayetteville St. L 37 - 61
2024-11-13 vs Goldey-Beacom W 75 - 56
2024-11-16 @ Jefferson L 68 - 82
2024-11-22 @ Edinboro L 48 - 73
2024-11-26 vs Penn St.-Lehigh Val. W 96 - 20
2024-12-06 vs Slippery Rock L 57 - 64
2024-12-07 vs Seton Hill L 72 - 89
2024-12-14 @ Wilmington (DE) W 87 - 31
2024-12-17 @ Indiana (PA) L 63 - 74
2024-12-21 vs California (PA) W 54 - 49
2025-01-03 @ Lock Haven W 68 - 66
2025-01-08 @ Shippensburg L 66 - 80
2025-01-11 @ West Chester L 58 - 68
2025-01-13 vs Mansfield W 75 - 62
2025-01-15 vs Bloomsburg W 67 - 56
2025-01-18 vs Millersville W 69 - 49
2025-01-22 @ Clarion W 106 - 96
2025-01-25 @ Shepherd W 58 - 52
2025-01-29 vs East Stroudsburg W 62 - 58
2025-02-01 @ Mansfield W 79 - 60
2025-02-05 vs Lock Haven W 70 - 69
2025-02-12 @ Millersville W 54 - 52
2025-02-16 @ Bloomsburg W 52 - 51
2025-02-19 vs Shippensburg W 76 - 70
2025-02-22 vs Shepherd W 77 - 49
2025-02-26 @ East Stroudsburg L 64 - 77
2025-03-01 vs West Chester W 63 - 57
2025-03-05 vs West Chester W 63 - 50
2025-03-08 vs Gannon W 64 - 58
2025-03-09 @ Edinboro L 0 - 78
2025-03-14 @ Seton Hill L 75 - 87

2025 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%
Naia Pulliam - 33 33.1 17.1 5.5 2.0 1.1 0.7 1.9 12.6 11.9 -5 -0.1 -0.1 49.2 34.1 76.6 0.27 59.8 56.1
Hayley Sims - 1 40.0 14.0 2.0 1.0 1.0 0.0 2.0 15.0 1.0 135 4.1 4.3 26.7 30.0 75.0 0.71 41.8 36.7
Morgan Gentile - 1 39.0 13.0 7.0 7.0 2.0 1.0 2.0 11.0 17.0 140 4.2 4.2 36.4 25.0 100.0 0.7 50.9 40.9
Ashten Boggs - 1 33.0 11.0 7.0 0.0 0.0 0.0 3.0 5.0 10.0 100 3.0 3.7 60.0 0.0 83.3 0.76 72.0 60.0
Leila Hurley - 31 28.2 10.6 2.4 0.9 0.9 0.3 1.7 8.6 4.8 -4 -0.1 -0.1 39.1 36.4 70.3 0.2 54.9 51.9
Abbey Hearn - 32 23.8 10.1 6.1 1.5 0.5 1.2 1.6 9.7 8.1 -28 -0.8 -1.0 39.8 28.2 71.6 -0.12 47.0 43.0
Gabby McDuffie - 1 37.0 10.0 7.0 0.0 0.0 0.0 0.0 12.0 5.0 76 2.4 2.4 25.0 22.2 100.0 -0.03 38.8 33.3
Olivia Smelas - 33 20.5 7.8 6.7 1.8 1.1 1.0 1.8 6.9 9.7 70 1.6 2.5 40.1 38.3 74.0 0.31 49.3 44.1
Natalie Angeletti - 1 24.0 7.0 3.0 1.0 0.0 0.0 2.0 6.0 3.0 62 1.9 5.1 50.0 0.0 50.0 0.43 50.9 50.0
Bella Quinn - 33 25.1 5.9 3.0 2.7 1.1 0.0 2.4 5.1 5.2 -17 -0.4 -0.5 38.5 35.5 80.8 0.2 50.6 45.0
Rachael Manfredo - 1 5.0 4.0 1.0 1.0 0.0 0.0 1.0 3.0 2.0 153 3.8 6.6 66.7 0 0 2.16 66.7 66.7
Shannon Remolde - 33 25.9 3.8 3.7 1.2 1.6 0.2 1.4 3.9 5.1 18 0.5 0.7 29.2 21.6 75.0 0.45 41.8 35.4
Ava Haddad - 1 16.0 3.0 1.0 2.0 0.0 1.0 1.0 4.0 2.0 43 0.9 1.1 25.0 0 50.0 0.35 30.7 25.0
Alexa Windish - 33 8.1 2.5 0.7 0.4 0.1 0.0 0.6 2.1 1.1 4 0.1 0.2 42.6 31.6 78.6 0.14 54.6 51.5
Jess Aponik - 32 5.5 2.3 0.9 0.2 0.3 0.1 0.9 2.4 0.6 -11 -0.6 -2.0 36.4 24.0 68.8 -0.05 43.4 40.3
Hope Garrity - 1 2.0 2.0 1.0 0.0 0.0 0.0 0.0 1.0 2.0 62 1.5 2.9 0.0 0.0 100.0 1.4 53.2 0.0
Taylor Gurysh - 33 7.3 1.7 0.8 0.2 0.2 0.0 0.5 2.5 0.0 -39 -1.1 -2.5 19.8 24.5 60.0 -0.35 31.7 27.8
Kitty Randa - 33 3.4 1.6 1.2 0.1 0.2 0.3 0.3 1.4 1.7 -47 -1.6 -7.8 48.9 40.0 50.0 -0.38 51.7 51.1
Bella Arcuri - 33 11.4 1.3 1.0 1.0 0.3 0.0 1.0 0.9 1.6 -9 -0.3 -0.7 38.7 43.8 84.6 -0.28 57.2 50.0
Anna Stein - 32 3.5 1.3 0.6 0.3 0.3 0.0 0.4 1.1 1.1 6 0.4 2.2 28.6 11.1 75.9 0.16 45.0 30.0
Anaya Price - 33 3.8 1.3 0.3 0.2 0.2 0.0 0.2 1.4 0.3 -23 -1.2 -5.8 33.3 30.0 75.0 -0.46 44.9 43.3
Esther Bernstein - 33 1.0 0.3 0.2 0.1 0.0 0.0 0.0 0.5 0.0 - - - 18.8 14.3 66.7 - 26.0 21.9
Jess Hetz - 1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -2 -0.1 -0.6 0 0 0 -0.05 0 0
Kassie Potts - 1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -4 -0.1 -0.3 0 0 0 0.2 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