🐻⬇️🏀

Neumann Knights

Also known as: Neumann Knights
Program History

Model Outputs

2025-2026
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 → 1127 (#75) -
Bradley-Terry Bradley-Terry Static logistic paired-comparison model with one team strength parameter. More → 1085 (#171) -
Bradley-Terry Recency Bradley-Terry Recency Static Bradley-Terry with exponential recency weights on newer games. HCA +56 elo More → 996 (#484) HCA +56 elo
Margin Margin Linear team-strength model fit on point differential instead of binary wins. HCA +2.3 More → -8.0 (#232) HCA +2.3
Margin Recency Margin Recency Margin regression with exponential recency weights on newer games. HCA +3.0 More → -9.5 (#521) HCA +3.0
Pythagorean Pythagorean Pythagorean win expectation from raw points scored and allowed. More → 0.633 (#377) -
Adjusted Efficiency Adjusted Efficiency Opponent-adjusted efficiency model with separate offensive and defensive components. AdjNet -8.3 More → 0.278 (#471) AdjNet -8.3
Log Adjusted Log Adjusted Log-scale adjusted efficiency model that downweights blowout leverage. AdjNet -8.6 More → 0.268 (#474) AdjNet -8.6
Points Off/Def Points Off/Def Raw points regression with separate offensive and defensive team parameters. AdjO 72.0 | AdjD 78.4 More → 0.360 (#477) AdjO 72.0 | AdjD 78.4
Points Off/Def Recency Points Off/Def Recency Off/def points regression with exponential recency weights. AdjO 70.5 | AdjD 72.8 More → 0.447 (#517) AdjO 70.5 | AdjD 72.8
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 → 0.368 (#521) 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 → 0.384 (#513) Blend of Elo, BT, Margin, PythLog, PtsOD
Dynamic Bradley-Terry Dynamic Bradley-Terry Time-evolving paired-comparison model with latent team strength drift. RD 112 | GP 21 More → 966 (#413) RD 112 | GP 21

2026 Schedule & Results

Date Vs/At Opponent Result Score
2025-11-07 @ DeSales L 67 - 74
2025-11-08 @ Lehman L 47 - 74
2025-11-11 @ Penn St. Brandywine W 74 - 65
2025-11-12 @ Swarthmore L 74 - 99
2025-11-14 vs Goucher W 73 - 59
2025-11-20 @ Widener W 93 - 82
2025-11-22 vs Penn St.-Abington W 87 - 77
2025-11-25 vs Muhlenberg W 71 - 61
2025-12-01 vs Penn St.-Schuylkill W 85 - 65
2025-12-04 vs Penn St.-Lehigh Val. W 75 - 62
2025-12-06 vs Haverford W 73 - 59
2026-01-07 vs Immaculata W 94 - 78
2026-01-10 @ Saint Elizabeth W 78 - 73
2026-01-14 vs Marymount (VA) L 57 - 58
2026-01-17 @ Gwynedd Mercy W 72 - 68
2026-01-21 @ Marywood L 68 - 78
2026-01-24 vs Centenary (NJ) W 86 - 70
2026-01-28 vs Pratt L 79 - 84
2026-01-31 @ Immaculata L 68 - 75
2026-02-04 @ Marymount (VA) L 54 - 58
2026-02-07 vs Saint Elizabeth W 80 - 61

2026 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%
Tye-Rell Monroe - 1 38.0 33.0 11.0 2.0 0.0 0.0 4.0 29.0 13.0 -1 -0.1 -0.2 48.3 25.0 100.0 -0.4 54.4 51.7
Josiah King - 1 38.0 33.0 11.0 2.0 0.0 0.0 4.0 29.0 13.0 -59 -3.1 -13.5 48.3 25.0 100.0 -0.19 54.4 51.7
Collin Himmelberg - 1 29.8 23.0 6.0 2.0 1.0 0.0 1.0 14.0 17.0 6 0.3 1.6 50.0 42.9 85.7 -0.8 67.3 60.7
Mekhi Davis - 1 27.9 23.0 4.0 2.0 0.0 1.0 0.0 15.0 15.0 32 1.6 8.8 60.0 100.0 80.0 0.47 66.9 63.3
Thomas Prendergast - 1 30.0 22.0 10.0 4.0 1.0 2.0 2.0 16.0 21.0 -9 -0.6 -3.1 50.0 0 75.0 0.4 56.4 50.0
Justin Savage - 1 27.0 21.0 10.0 1.0 0.0 0.0 2.0 16.0 14.0 -6 -1.5 -29.6 50.0 25.0 80.0 -0.68 57.7 53.1
Donte Dupriest - 13 33.6 20.5 11.7 1.8 1.3 0.7 2.0 13.1 20.9 47 2.4 9.6 62.4 0.0 70.5 -0.49 65.3 62.4
Joe Macciocco - 1 28.2 20.0 2.0 2.0 1.0 0.0 3.0 11.0 11.0 -45 -2.2 -11.6 63.6 57.1 100.0 -1.82 84.2 81.8
Kurt Thomas - 1 31.9 20.0 10.0 1.0 2.0 3.0 3.0 10.0 23.0 61 3.0 15.6 60.0 66.7 100.0 3.8 79.1 70.0
DJ Earl - 13 35.6 18.6 4.8 3.3 2.2 0.4 4.1 19.0 6.2 18 0.9 3.5 32.8 26.7 60.9 -2.12 42.1 37.7
Michel Loftin - 1 32.3 15.0 3.0 0.0 3.0 0.0 5.0 14.0 2.0 -41 -2.0 -8.7 50.0 25.0 0 -0.15 53.6 53.6
Anthoney McClary - 1 30.0 15.0 12.0 5.0 0.0 0.0 0.0 13.0 19.0 42 2.2 8.6 30.8 50.0 50.0 0.72 45.4 42.3
Bryan Etienne - 9 32.4 14.8 7.6 2.2 1.3 0.6 3.0 9.4 14.0 49 5.4 15.7 47.1 50.0 75.4 -0.21 58.5 49.4
Christian Chambers - 2 26.6 14.0 4.5 0.5 1.5 2.0 1.5 13.0 8.0 - - - 34.6 41.2 75.0 - 50.4 48.1
Carl Highsmith Jr. - 1 28.0 14.0 9.0 1.0 1.0 6.0 2.0 15.0 14.0 57 4.4 17.9 40.0 0.0 33.3 2.97 39.7 40.0
Dylan Crews - 2 23.0 13.5 5.5 2.0 2.0 0.0 2.0 9.5 11.5 -70 -3.3 -19.3 42.1 50.0 81.8 -3.4 56.6 47.4
Mazen Sayed - 1 26.0 13.0 6.0 2.0 1.0 0.0 1.0 6.0 15.0 81 5.1 21.6 50.0 100.0 80.0 3.36 79.3 75.0
Justin Carbone - 1 29.0 13.0 3.0 1.0 0.0 0.0 1.0 11.0 5.0 -26 -1.3 -4.7 45.5 50.0 50.0 0.89 54.7 54.5
Duce Jackson - 2 22.8 12.5 7.5 1.0 0.0 0.5 1.0 14.0 6.5 -8 -0.5 -7.3 42.9 33.3 0 1.38 44.6 44.6
Kenneth Rankin - 1 28.7 12.0 6.0 1.0 2.0 0.0 0.0 13.0 8.0 -65 -3.2 -12.0 38.5 20.0 100.0 -1.0 44.6 42.3
Shakur Anderson - 1 31.0 12.0 5.0 2.0 1.0 0.0 3.0 14.0 3.0 13 1.0 28.7 28.6 0.0 66.7 -0.44 36.1 28.6
D.J. Johnson - 1 26.0 11.0 5.0 1.0 0.0 0.0 0.0 7.0 10.0 50 3.1 13.1 57.1 33.3 100.0 4.04 69.8 64.3
Domenic Raymond - 1 11.3 10.0 5.0 1.0 0.0 0.0 1.0 6.0 9.0 43 2.7 27.7 83.3 0 0 0.29 83.3 83.3
Reuben McEachern - 1 34.0 10.0 2.0 2.0 2.0 0.0 5.0 6.0 5.0 99 5.2 17.3 66.7 0.0 100.0 -0.16 72.7 66.7
Mandon Seapoe - 2 23.9 9.5 1.5 1.0 0.0 0.5 5.0 9.0 -1.5 -30 -1.4 -8.0 50.0 50.0 0.0 -1.25 49.2 52.8
Andrew Quinn - 1 22.4 9.0 1.0 1.0 0.0 0.0 0.0 5.0 6.0 -27 -1.4 -8.1 80.0 100.0 0 -1.54 90.0 90.0
Ronier Peters - 1 22.0 9.0 10.0 1.0 1.0 1.0 0.0 10.0 12.0 55 4.6 19.3 30.0 0.0 100.0 -0.74 39.8 30.0
Izaiah Johnson Young-El - 12 30.2 8.2 5.8 1.6 1.6 0.2 2.0 5.8 9.6 31 1.6 7.5 44.9 44.8 69.7 0.37 58.7 54.3
Darnelle Forrest - 1 15.8 8.0 3.0 0.0 1.0 0.0 3.0 7.0 2.0 -61 -3.4 -44.2 57.1 0.0 0 -4.0 57.1 57.1
Thomas Graetz - 1 27.5 8.0 1.0 0.0 1.0 0.0 3.0 5.0 2.0 11 0.6 3.2 40.0 66.7 33.3 1.92 52.4 60.0
Julian Phillips - 13 31.9 7.3 4.5 1.5 0.2 0.7 1.7 6.3 6.2 4 0.3 1.7 42.7 22.6 58.1 -2.15 49.7 47.0
Jasir Lane - 1 27.6 7.0 12.0 2.0 1.0 1.0 3.0 4.0 16.0 -114 -6.7 -34.5 75.0 0 50.0 -0.05 71.7 75.0
Elijah Fermaint - 1 34.2 7.0 7.0 1.0 1.0 0.0 1.0 5.0 10.0 31 1.6 8.2 40.0 0.0 75.0 -0.77 51.8 40.0
Jalen Flowers - 2 18.9 6.0 4.5 0.5 0.5 0.0 0.0 4.5 7.0 -59 -2.8 -17.3 44.4 16.7 75.0 0.48 55.8 50.0
Jayden Williams - 2 22.0 6.0 2.0 3.5 0.5 1.0 2.0 5.0 6.0 -100 -7.1 -75.4 40.0 66.7 100.0 -2.75 55.1 50.0
Pat Bean - 1 11.0 6.0 2.0 0.0 1.0 0.0 1.0 5.0 3.0 -8 -1.6 -16.5 40.0 50.0 0.0 -3.4 55.1 60.0
Jalen Snead - 1 31.0 6.0 4.0 5.0 2.0 1.0 3.0 7.0 8.0 55 3.4 16.9 28.6 0 100.0 2.15 38.1 28.6
Devin Strickland - 1 25.1 6.0 1.0 0.0 0.0 0.0 1.0 11.0 -5.0 -84 -4.2 -15.5 27.3 0 0 -0.13 27.3 27.3
James Bell - 1 19.0 6.0 6.0 1.0 0.0 0.0 2.0 4.0 7.0 36 2.4 11.2 75.0 0.0 0 1.23 75.0 75.0
Joseph Mazzola - 1 22.8 6.0 2.0 0.0 0.0 0.0 0.0 7.0 1.0 67 3.4 21.2 28.6 40.0 0 -0.25 42.9 42.9
Johnathan Quiles - 1 21.8 6.0 3.0 0.0 0.0 0.0 0.0 9.0 0.0 -75 -4.4 -22.9 22.2 28.6 0 -0.52 33.3 33.3
Robbie Conyer - 2 13.3 5.5 4.0 0.0 0.5 0.5 1.0 3.5 6.0 14 0.7 5.7 71.4 0 33.3 2.91 66.1 71.4
Domenic Vacchiano - 1 24.2 5.0 4.0 0.0 0.0 0.0 0.0 6.0 3.0 -63 -4.2 -26.5 33.3 25.0 0 2.66 41.7 41.7
Shilo Bivins - 1 25.3 5.0 9.0 4.0 0.0 0.0 2.0 5.0 11.0 -60 -2.9 -13.7 40.0 50.0 0 0.26 50.0 50.0
Pedro Lugo - 1 29.4 5.0 3.0 1.0 0.0 4.0 2.0 2.0 9.0 -8 -0.4 -3.7 100.0 100.0 0 -0.59 125.0 125.0
Junior Hans - 1 9.9 5.0 2.0 0.0 0.0 0.0 1.0 5.0 1.0 26 2.9 63.1 20.0 0.0 60.0 -0.33 34.7 20.0
Naire Preston - 1 20.9 4.0 2.0 0.0 1.0 0.0 1.0 5.0 1.0 -38 -1.9 -9.0 40.0 0.0 0 1.03 40.0 40.0
Mason Fritz - 1 19.0 4.0 2.0 1.0 0.0 1.0 1.0 4.0 3.0 33 1.9 25.5 0.0 0.0 100.0 1.14 34.7 0.0
Srdan Vujanovic - 3 10.0 3.3 0.3 0.3 0.3 0.0 0.7 2.3 1.3 2 0.5 2.9 42.9 50.0 100.0 -0.23 63.5 57.1
Jeremiah Alexander - 2 20.1 3.0 5.0 0.5 1.5 0.5 0.0 5.5 5.0 -13 -2.6 -16.2 27.3 0.0 0 -0.61 27.3 27.3
Kevin Telesford - 2 9.7 3.0 2.0 0.5 0.5 0.5 0.5 5.5 0.5 -11 -0.5 -4.6 18.2 22.2 0.0 1.63 25.3 27.3
Aarick Salata - 8 12.3 3.0 1.1 1.1 0.4 0.1 0.5 2.4 2.9 13 0.9 7.6 36.8 25.0 57.1 1.85 47.7 42.1
Kenney Maira - 1 7.0 3.0 0.0 0.0 0.0 0.0 0.0 1.0 2.0 26 3.7 62.3 100.0 100.0 0 -0.51 150.0 150.0
Bowen Gugger - 1 9.5 2.0 1.0 1.0 0.0 0.0 2.0 1.0 1.0 -50 -3.1 -29.1 100.0 0 0 -2.25 100.0 100.0
Jack Martin - 1 20.8 2.0 0.0 0.0 0.0 0.0 1.0 4.0 -3.0 55 3.1 21.0 25.0 0.0 0 1.1 25.0 25.0
Joshua Hughes - 1 10.0 2.0 1.0 1.0 0.0 1.0 0.0 1.0 4.0 13 0.9 4.5 0.0 0 100.0 -2.02 53.2 0.0
Chris Defendre - 1 23.7 2.0 6.0 0.0 1.0 0.0 0.0 0.0 9.0 -51 -2.7 -21.2 0 0 50.0 0.81 56.8 0
Edwim Mercado - 1 20.1 2.0 0.0 2.0 0.0 0.0 2.0 6.0 -4.0 -82 -4.3 -39.0 16.7 0.0 0 -2.38 16.7 16.7
Miles Johnson - 13 9.4 1.7 2.6 0.1 0.2 0.3 0.5 1.9 2.5 27 1.4 89.4 40.0 0 22.2 0.18 38.0 40.0
Emeer Coombs - 9 9.1 1.6 0.6 0.7 0.3 0.0 0.7 1.7 0.8 31 2.6 23.4 26.7 50.0 37.5 1.82 37.8 36.7
Tivon Woolford - 2 6.8 1.5 1.0 0.0 0.0 0.0 0.0 1.5 1.0 -11 -2.8 -41.6 33.3 0.0 100.0 -1.36 43.6 33.3
CJ Miles - 10 10.7 1.3 2.0 1.0 0.1 0.2 1.1 2.7 0.8 -19 -1.3 -7.2 22.2 0.0 50.0 -0.46 23.3 22.2
Aaron Williams - 3 3.3 1.3 0.0 0.0 0.3 0.0 0.7 0.7 0.3 4 2.0 30.1 100.0 0 0.0 0.34 82.0 100.0
Aaron Lewis - 11 5.8 1.0 0.8 0.0 0.1 0.0 0.2 1.0 0.7 -25 -1.8 -29.9 45.5 0 33.3 -1.32 44.6 45.5
Ty Cheney - 1 17.3 1.0 3.0 6.0 1.0 1.0 1.0 4.0 7.0 -7 -0.4 -3.4 0.0 0 50.0 -0.98 10.2 0.0
Idan Zuker - 2 3.0 0.0 0.5 0.0 0.0 0.0 0.0 0.0 0.5 -55 -3.9 -105.2 0 0 0 -0.85 0 0
Devin Benson - 1 16.0 0.0 1.0 1.0 1.0 0.0 0.0 4.0 -1.0 6 0.4 4.7 0.0 0.0 0 -0.23 0.0 0.0
Cam Lane - 1 2.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -12 -1.2 -28.9 0 0 0 -0.88 0 0
Jake Okon - 1 3.0 0.0 0.0 1.0 0.0 0.0 0.0 1.0 0.0 28 1.8 31.0 0.0 0 0 1.19 0.0 0.0
Reece Garvin - 1 4.7 0.0 1.0 1.0 0.0 0.0 0.0 0.0 2.0 -55 -2.9 -71.9 0 0 0 -2.29 0 0
Noah Perry - 1 10.7 0.0 2.0 1.0 1.0 0.0 0.0 6.0 -2.0 58 3.1 24.8 0.0 0.0 0 1.6 0.0 0.0
Avery Canato - 1 1.3 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 25 3.1 160.9 0 0 0 -0.6 0 0
Michael Salvatore - 1 2.4 0.0 0.0 0.0 0.0 0.0 1.0 0.0 -1.0 7 0.6 8.4 0 0 0 1.6 0 0
Benjamin Labee - 1 6.6 0.0 2.0 0.0 0.0 2.0 0.0 0.0 4.0 -20 -2.2 -39.6 0 0 0 -1.67 0 0
Sebastian Roda - 1 19.4 0.0 2.0 1.0 0.0 0.0 2.0 4.0 -3.0 -9 -0.5 -4.9 0.0 0.0 0 -3.44 0.0 0.0
Isaac Harris - 1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 - - - 0 0 0 - 0 0
Shamon Rosser - 1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 - - - 0 0 0 - 0 0
DeVaughn Stallworth - 1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 8 0.6 5.0 0 0 0 0.19 0 0
Max Pearcy - 1 14.0 0.0 0.0 0.0 1.0 0.0 0.0 4.0 -3.0 44 2.8 12.1 0.0 0.0 0 1.19 0.0 0.0
Miles Phillips - 1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 - - - 0 0 0 - 0 0
Jase Mosley - 1 3.0 0.0 1.0 0.0 0.0 0.0 1.0 2.0 -2.0 - - - 0.0 0.0 0 - 0.0 0.0
Jordan Lomax - 1 9.0 0.0 1.0 0.0 1.0 0.0 0.0 2.0 0.0 -29 -2.2 -20.9 0.0 0 0 -0.92 0.0 0.0
Alex Lorenzo - 1 8.0 0.0 1.0 0.0 0.0 0.0 0.0 0.0 1.0 1 0.1 0.7 0 0 0 -1.92 0 0
Lawrence Reid - 1 6.0 0.0 1.0 2.0 0.0 0.0 0.0 0.0 3.0 -11 -0.6 -5.0 0 0 0 1.27 0 0
Rodney Tullis Jr - 1 19.6 0.0 2.0 0.0 0.0 0.0 0.0 4.0 -2.0 - - - 0.0 0.0 0 - 0.0 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