🐻⬇️🏀

Alma

Also known as: Alma
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 → 806 (#612) -
Bradley-Terry Bradley-Terry Static logistic paired-comparison model with one team strength parameter. More → 768 (#612) -
Bradley-Terry Recency Bradley-Terry Recency Static Bradley-Terry with exponential recency weights on newer games. HCA +56 elo More → 848 (#724) HCA +56 elo
Margin Margin Linear team-strength model fit on point differential instead of binary wins. HCA +2.3 More → -14.1 (#302) HCA +2.3
Margin Recency Margin Recency Margin regression with exponential recency weights on newer games. HCA +3.0 More → -19.0 (#673) HCA +3.0
Pythagorean Pythagorean Pythagorean win expectation from raw points scored and allowed. More → 0.119 (#723) -
Adjusted Efficiency Adjusted Efficiency Opponent-adjusted efficiency model with separate offensive and defensive components. AdjNet -18.2 More → 0.109 (#636) AdjNet -18.2
Log Adjusted Log Adjusted Log-scale adjusted efficiency model that downweights blowout leverage. AdjNet -18.5 More → 0.104 (#636) AdjNet -18.5
Points Off/Def Points Off/Def Raw points regression with separate offensive and defensive team parameters. AdjO 67.7 | AdjD 81.3 More → 0.225 (#630) AdjO 67.7 | AdjD 81.3
Points Off/Def Recency Points Off/Def Recency Off/def points regression with exponential recency weights. AdjO 67.5 | AdjD 80.8 More → 0.230 (#726) AdjO 67.5 | AdjD 80.8
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 → 0.159 (#705) 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 → 0.162 (#711) Blend of Elo, BT, Margin, PythLog, PtsOD
Dynamic Bradley-Terry Dynamic Bradley-Terry Time-evolving paired-comparison model with latent team strength drift. RD 107 | GP 22 More → 769 (#576) RD 107 | GP 22

2026 Schedule & Results

Date Vs/At Opponent Result Score
2025-11-07 @ Ohio Wesleyan L 67 - 86
2025-11-08 @ Denison L 66 - 88
2025-11-12 vs North Park L 77 - 82
2025-11-15 vs Carthage L 60 - 79
2025-11-19 @ Manchester W 77 - 65
2025-11-22 @ Saginaw Valley L 55 - 87
2025-11-29 vs Concordia Chicago W 89 - 67
2025-12-12 @ Linfield L 44 - 67
2025-12-13 @ Pacific (OR) L 77 - 90
2025-12-17 vs Westminster (PA) L 64 - 100
2025-12-20 vs Wis.-Whitewater L 61 - 90
2025-12-30 @ Capital L 79 - 91
2026-01-07 @ Calvin L 78 - 91
2026-01-10 @ Trine L 80 - 94
2026-01-14 vs Olivet L 69 - 77
2026-01-17 @ Hope L 64 - 80
2026-01-21 @ Albion L 60 - 87
2026-01-24 @ Kalamazoo W 79 - 65
2026-01-28 vs Adrian W 102 - 79
2026-01-31 vs Trine L 55 - 72
2026-02-04 @ Olivet L 62 - 90
2026-02-07 vs Hope L 48 - 80

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%
Korbin Heitzman - 21 32.3 16.9 9.6 1.2 0.7 0.9 2.6 12.7 14.0 -189 -9.0 -61.0 49.8 16.7 66.9 -0.23 54.8 50.2
Lee Hardy - 1 19.0 14.0 5.0 1.0 1.0 1.0 0.0 11.0 11.0 -35 -1.8 -11.1 63.6 0 0.0 2.35 58.9 63.6
Conner Schipper - 1 26.0 13.0 8.0 2.0 0.0 1.0 0.0 14.0 10.0 -2 -0.1 -0.4 42.9 20.0 0.0 -1.18 45.0 46.4
Elijah Sykes - 20 20.9 11.2 2.3 1.8 0.4 0.1 1.9 9.1 4.7 -114 -6.0 -49.4 37.6 34.2 87.3 -0.86 54.3 48.3
Porter Kretschman - 1 22.0 11.0 7.0 5.0 2.0 1.0 1.0 7.0 18.0 -33 -1.6 -5.9 71.4 0 100.0 -0.79 73.9 71.4
Nathan Richardson - 1 30.0 11.0 3.0 8.0 4.0 0.0 0.0 10.0 16.0 -22 -1.1 -3.8 50.0 33.3 0.0 1.82 52.7 55.0
Donovan Collins - 21 26.3 8.2 2.5 1.0 1.0 0.0 1.0 8.2 3.4 -94 -4.7 -52.6 31.4 28.7 71.4 -0.44 45.9 42.7
Josh Elliott - 20 25.2 7.2 1.9 0.8 0.5 0.3 1.3 7.0 2.4 -160 -8.0 -49.6 31.7 32.7 95.2 -0.55 48.6 44.6
Raine Rodich - 21 18.1 7.0 2.4 2.0 0.6 0.1 2.3 5.3 4.5 -80 -3.8 -34.4 50.0 14.3 68.0 -1.9 54.9 50.4
Kayden Neiderquill - 1 4.0 6.0 2.0 0.0 0.0 0.0 0.0 3.0 5.0 10 1.7 98.8 66.7 100.0 100.0 0.01 87.2 83.3
Joss Bradley - 21 19.3 5.5 3.7 1.9 0.6 0.2 1.3 4.7 6.0 -118 -5.6 -60.2 42.9 40.0 57.1 -1.02 49.8 46.9
Logan St. Martin - 21 23.1 5.4 4.6 1.4 0.6 0.5 1.0 4.8 6.8 -101 -6.3 -628.0 50.0 22.2 40.0 0.51 52.4 53.0
Sean Shenker - 1 23.0 5.0 0.0 3.0 1.0 0.0 2.0 6.0 1.0 60 3.2 12.2 33.3 0.0 33.3 3.62 34.2 33.3
Mike Okello - 1 18.0 4.0 5.0 2.0 0.0 0.0 0.0 2.0 9.0 18 0.9 6.9 50.0 0 100.0 -0.82 69.4 50.0
Jaxon Jurmu - 7 4.1 2.4 0.1 0.3 0.1 0.0 0.4 2.6 0.0 -15 -1.9 -56.0 33.3 30.0 66.7 -0.73 44.0 41.7
Preston Malpass - 19 11.4 2.4 2.5 0.4 0.3 0.6 0.9 2.8 2.5 -120 -6.7 -77.5 29.6 32.4 28.6 -2.84 40.3 40.7
Luciano Guerrazzi - 20 11.6 2.3 2.8 0.7 0.3 0.2 0.8 2.1 3.4 -124 -6.2 -39.6 47.6 50.0 50.0 -0.64 50.5 50.0
Jamahr Motley - 1 4.0 2.0 0.0 1.0 0.0 0.0 0.0 1.0 2.0 7 1.4 69.1 100.0 0 0 0.01 100.0 100.0
Logan Walton - 1 4.0 2.0 0.0 0.0 0.0 0.0 0.0 2.0 0.0 16 2.3 87.9 50.0 0 0 2.0 50.0 50.0
Darrion Sardo - 6 5.2 1.7 0.2 0.0 0.3 0.0 0.3 1.0 0.8 -21 -3.5 -89.4 50.0 25.0 100.0 0.21 68.3 58.3
Brighton Gavin - 13 4.6 1.2 1.1 0.3 0.1 0.0 0.5 0.6 1.5 -40 -3.3 -45.9 50.0 0 70.0 -3.86 60.5 50.0
Lance Atkinson - 10 4.1 1.1 0.8 0.2 0.0 0.1 0.3 1.4 0.5 8 0.8 19.6 28.6 0.0 60.0 -0.43 34.0 28.6
James Dymek - 7 4.3 1.1 0.3 0.1 0.1 0.0 0.3 0.6 0.9 3 0.5 16.4 75.0 0 100.0 0.59 82.0 75.0
Rashad Smith - 12 3.6 0.7 0.2 0.2 0.0 0.0 0.2 0.5 0.3 -22 -2.2 -74.8 33.3 66.7 66.7 0.84 54.6 50.0
Tyran Griffin - 14 2.4 0.6 0.4 0.1 0.1 0.0 0.0 0.7 0.4 -10 -0.7 -18.0 30.0 16.7 50.0 -0.03 38.3 35.0
Liam Adams - 7 1.7 0.6 0.3 0.0 0.0 0.1 0.0 0.7 0.3 -9 -1.3 -57.4 40.0 0 0 -1.0 40.0 40.0
Kyler Chovanec - 11 2.4 0.3 0.4 0.1 0.2 0.1 0.1 0.6 0.3 -24 -2.2 -77.0 14.3 0.0 50.0 -1.55 19.0 14.3
Grant Mossburg - 10 1.8 0.3 0.3 0.1 0.1 0.1 0.3 0.2 0.4 -5 -0.5 -27.5 50.0 0 50.0 -0.99 52.1 50.0
Jayden Hanson - 2 2.4 0.0 0.5 0.0 0.5 0.0 0.0 1.0 0.0 - - - 0.0 0.0 0 - 0.0 0.0
Tucker Blemaster - 1 4.0 0.0 2.0 0.0 0.0 0.0 1.0 0.0 1.0 4 4.0 39.5 0 0 0 0.01 0 0
Waylon Sales - 2 2.0 0.0 0.5 0.0 0.0 0.5 0.0 0.0 1.0 0 0.0 0.0 0 0 0 -0.02 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