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Principia

Also known as: Principia
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 → 708 (#645) -
Bradley-Terry Bradley-Terry Static logistic paired-comparison model with one team strength parameter. More → 737 (#624) -
Bradley-Terry Recency Bradley-Terry Recency Static Bradley-Terry with exponential recency weights on newer games. HCA +56 elo More → 834 (#735) HCA +56 elo
Margin Margin Linear team-strength model fit on point differential instead of binary wins. HCA +2.4 More → -31.2 (#515) HCA +2.4
Margin Recency Margin Recency Margin regression with exponential recency weights on newer games. HCA +3.0 More → -32.7 (#767) HCA +3.0
Pythagorean Pythagorean Pythagorean win expectation from raw points scored and allowed. More → 0.078 (#748) -
Adjusted Efficiency Adjusted Efficiency Opponent-adjusted efficiency model with separate offensive and defensive components. AdjNet -35.3 More → 0.016 (#761) AdjNet -35.3
Log Adjusted Log Adjusted Log-scale adjusted efficiency model that downweights blowout leverage. AdjNet -35.9 More → 0.015 (#762) AdjNet -35.9
Points Off/Def Points Off/Def Raw points regression with separate offensive and defensive team parameters. AdjO 59.4 | AdjD 86.3 More → 0.080 (#760) AdjO 59.4 | AdjD 86.3
Points Off/Def Recency Points Off/Def Recency Off/def points regression with exponential recency weights. AdjO 61.3 | AdjD 85.3 More → 0.101 (#777) AdjO 61.3 | AdjD 85.3
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 → 0.044 (#777) 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 → 0.053 (#775) Blend of Elo, BT, Margin, PythLog, PtsOD
Dynamic Bradley-Terry Dynamic Bradley-Terry Time-evolving paired-comparison model with latent team strength drift. RD 104 | GP 22 More → 713 (#610) RD 104 | GP 22

2026 Schedule & Results

Date Vs/At Opponent Result Score
2025-11-07 @ Illinois Col. - Incomplete score
2025-11-08 vs Benedictine (IL) - Incomplete score
2025-11-11 vs Harris-Stowe - Incomplete score
2025-11-15 @ Rhodes - Incomplete score
2025-11-19 @ Williams Baptist - Incomplete score
2025-11-22 vs Grinnell - Incomplete score
2025-11-25 @ Wartburg - Incomplete score
2025-12-02 @ Westminster (MO) - Incomplete score
2025-12-06 vs Blackburn - Incomplete score
2025-12-13 @ Maranatha Baptist - Incomplete score
2025-12-16 vs Williams Baptist - Incomplete score
2025-12-28 @ Saint Louis - Incomplete score
2026-01-06 @ Greenville - Incomplete score
2026-01-10 vs Webster - Incomplete score
2026-01-15 @ MUW - Incomplete score
2026-01-17 @ Lyon - Incomplete score
2026-01-20 vs Eureka - Incomplete score
2026-01-23 vs Spalding - Incomplete score
2026-01-29 vs Westminster (MO) - Incomplete score
2026-01-31 @ Blackburn - Incomplete score
2026-02-03 vs Greenville - Incomplete score
2026-02-07 @ Webster - Incomplete score

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%
Walker Gohring - 1 36.4 25.0 6.0 4.0 0.0 0.0 5.0 17.0 13.0 27 1.4 7.6 52.9 33.3 100.0 -0.67 63.6 55.9
Nolan Simon - 18 36.2 22.9 4.8 3.5 2.7 0.1 5.1 17.1 11.9 -194 -9.7 -49.2 45.9 37.7 82.7 -2.44 56.4 49.2
Elijah Goad - 2 24.4 15.5 6.0 1.5 2.0 0.0 5.0 13.0 7.0 9 0.5 4.9 42.3 33.3 100.0 1.16 57.7 55.8
Tahj Comeaux - 2 16.1 13.0 8.0 0.5 1.5 0.5 0.5 9.5 13.5 9 0.5 15.7 57.9 20.0 60.0 1.76 61.3 60.5
Tim Lofton - 2 19.0 13.0 9.0 1.0 2.5 1.0 1.5 12.0 13.0 -29 -1.4 -17.9 54.2 0.0 0 -0.24 54.2 54.2
Eaton Smith - 16 30.2 12.4 6.8 0.5 0.7 0.7 1.7 12.6 6.8 -159 -17.7 -43.3 38.3 16.7 62.3 -1.23 43.5 39.8
Joseph Schreiber-Rivera - 2 20.7 11.5 4.5 2.0 1.0 0.0 0.0 8.0 11.0 -1 -0.1 -1.0 62.5 16.7 50.0 1.12 64.8 65.6
Gavin Hendrix - 1 25.0 11.0 7.0 2.0 2.0 0.0 3.0 8.0 11.0 -46 -2.9 -22.5 50.0 0 75.0 -1.11 56.4 50.0
Kolton Garner - 1 29.8 10.0 5.0 0.0 1.0 1.0 2.0 8.0 7.0 -20 -1.0 -7.2 50.0 40.0 0 -1.31 62.5 62.5
Elliot Mobley - 2 21.8 10.0 5.0 5.0 3.0 0.0 2.5 11.5 9.0 19 1.0 11.0 34.8 0 66.7 2.29 39.0 34.8
Brandon Tully - 2 16.2 9.0 1.0 0.5 2.0 0.0 1.5 11.0 0.0 -17 -0.8 -25.5 27.3 27.3 0 -3.01 40.9 40.9
Jamile Johnson - 1 31.4 8.0 8.0 2.0 1.0 2.0 3.0 8.0 10.0 -54 -2.7 -18.7 37.5 0 50.0 0.69 41.0 37.5
Jaylen Williams - 2 14.8 7.5 2.5 0.0 1.5 0.0 0.5 10.5 0.5 1 0.1 19.7 28.6 0.0 75.0 3.05 33.0 28.6
Jordan Williams - 10 24.3 7.4 5.5 0.4 1.0 0.2 1.5 7.2 5.8 32 2.3 47.9 43.1 10.0 45.8 -3.13 44.8 43.8
Demetrius Torrence - 16 31.6 7.0 4.4 1.6 0.8 0.2 1.6 6.9 5.4 - - - 39.1 29.8 60.0 -1.76 48.0 46.8
Sean LeRose - 1 19.0 7.0 0.0 1.0 1.0 0.0 2.0 5.0 2.0 -37 -2.1 -16.0 60.0 50.0 0.0 -2.41 64.3 70.0
Caleb Johnson - 2 11.8 7.0 1.5 0.0 1.0 0.5 0.0 4.5 5.5 -46 -1.7 -85.6 66.7 66.7 0 -2.57 77.8 77.8
Sheldon Grant II - 2 16.7 5.5 3.0 4.0 0.0 0.0 1.0 7.0 4.5 -47 -2.4 -84.2 28.6 0.0 42.9 -0.94 32.2 28.6
Isaac Busch - 1 15.0 5.0 8.0 1.0 0.0 1.0 1.0 3.0 11.0 5 0.5 7.4 66.7 100.0 0.0 -1.39 72.7 83.3
Dylan Rhodes - 2 5.5 5.0 0.5 0.0 0.5 0.0 0.0 3.0 3.0 -25 -1.6 -86.5 50.0 40.0 100.0 -1.16 72.7 66.7
Ivan Vashchenko - 5 16.5 4.8 2.0 0.0 0.4 0.0 1.0 4.4 1.8 - - - 36.4 0.0 61.5 - 43.3 36.4
DeMontrel Jones - 18 17.0 4.7 1.8 0.3 0.2 0.3 1.1 5.2 1.1 11 2.8 6.3 33.3 31.9 0 1.43 45.7 45.7
Kobe Jones - 1 20.4 4.0 0.0 1.0 0.0 0.0 2.0 3.0 0.0 -17 -4.2 -9.1 66.7 0 0 -0.41 66.7 66.7
Caleb White - 18 18.1 3.7 1.8 0.6 0.6 0.1 1.1 4.1 1.6 -95 -5.0 -59.5 31.1 34.0 75.0 -0.84 44.2 43.2
Abe Pogue - 16 24.4 3.6 3.2 0.9 0.7 0.4 2.4 5.5 0.9 -156 -10.4 -151.6 27.3 16.1 31.2 -2.5 30.5 30.1
Carlitos Sanchez - 1 10.9 3.0 0.0 1.0 0.0 0.0 4.0 4.0 -4.0 10 0.6 6.2 25.0 25.0 0 0.68 37.5 37.5
Jackson Gurgel - 2 18.8 3.0 1.5 2.0 1.0 0.0 0.5 3.0 4.0 -47 -2.2 -58.5 33.3 33.3 0 -1.19 50.0 50.0
Roman Philips - 1 8.6 2.0 3.0 0.0 0.0 0.0 0.0 2.0 3.0 -44 -2.6 -31.3 50.0 0 0 0.19 50.0 50.0
Newton Acevedo - 1 18.6 2.0 3.0 3.0 2.0 0.0 1.0 4.0 5.0 -38 -2.0 -46.0 25.0 0.0 0.0 0.25 20.5 25.0
Bobby Alford - 17 2.9 1.5 0.3 0.0 0.1 0.0 0.2 1.4 0.2 - - - 37.5 35.7 33.3 - 46.9 47.9
Isaiah Goad - 2 4.7 1.5 1.0 2.5 0.0 0.0 1.0 1.0 3.0 - - - 50.0 0 50.0 - 52.1 50.0
Ashton Matthews - 17 8.8 0.9 1.4 0.8 0.2 0.0 0.4 1.6 1.2 -88 -5.5 -97.9 25.9 16.7 50.0 -2.92 28.7 27.8
Bryon Gold - 1 3.4 0.0 0.0 0.0 0.0 0.0 1.0 1.0 -2.0 - - - 0.0 0.0 0 - 0.0 0.0
Taiemm Comeaux - 1 9.1 0.0 4.0 1.0 1.0 1.0 1.0 4.0 2.0 -25 -1.6 -49.2 0.0 0.0 0 -2.46 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