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Westcliff Warriors

Season: 2025 2024 2023 2022
Also known as: Westcliff Warriors
Program History

Model Outputs

2021-2022
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 → 862 (#714) -
Bradley-Terry Bradley-Terry Static logistic paired-comparison model with one team strength parameter. More → 816 (#747) -
Bradley-Terry Recency Bradley-Terry Recency Static Bradley-Terry with exponential recency weights on newer games. HCA +115 elo More → 997 (#291) HCA +115 elo
Margin Margin Linear team-strength model fit on point differential instead of binary wins. HCA +2.7 More → -3.8 (#545) HCA +2.7
Margin Recency Margin Recency Margin regression with exponential recency weights on newer games. HCA +2.4 More → -11.7 (#487) HCA +2.4
Points Off/Def Recency Points Off/Def Recency Off/def points regression with exponential recency weights. AdjO 68.4 | AdjD 69.5 More → 0.474 (#358) AdjO 68.4 | AdjD 69.5
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 → 0.239 (#513) 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 → 0.282 (#508) Blend of Elo, BT, Margin, PythLog, PtsOD
Dynamic Bradley-Terry Dynamic Bradley-Terry Time-evolving paired-comparison model with latent team strength drift. RD 350 | GP 1 More → 928 (#365) RD 350 | GP 1

2022 Schedule & Results

Date Vs/At Opponent Result Score
2021-11-09 @ Cal Poly Mustangs L 53 - 86

2022 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%
J. Harrison J. Harrison G 1 28.0 13.0 3.0 0.0 0.0 1.0 1.0 0.0 16.0 - - - 0 0 0 -0.54 0 0
C. Sobers C. Sobers - 1 23.0 9.0 5.0 1.0 0.0 0.0 3.0 0.0 12.0 - - - 0 0 0 -0.49 0 0
D. Esparza D. Esparza C 1 16.0 8.0 5.0 1.0 1.0 0.0 1.0 0.0 14.0 -61 -3.8 -20.9 0 0 0 -0.88 0 0
K. Colvin K. Colvin F 1 17.0 7.0 7.0 1.0 1.0 0.0 1.0 0.0 15.0 -78 -3.2 -6.1 0 0 0 -0.21 0 0
A. Abdullah A. Abdullah F 1 20.0 7.0 9.0 0.0 0.0 0.0 6.0 0.0 10.0 - - - 0 0 0 - 0 0
J. Reed J. Reed G 1 16.0 5.0 2.0 2.0 2.0 0.0 5.0 0.0 6.0 - - - 0 0 0 -0.5 0 0
A. Thomas A. Thomas - 1 23.0 5.0 0.0 0.0 0.0 0.0 0.0 0.0 5.0 - - - 0 0 0 -0.24 0 0
J. Jones J. Jones F 1 16.0 5.0 1.0 1.0 2.0 0.0 2.0 0.0 7.0 80 2.4 3.6 0 0 0 0.3 0 0
A. Kennedy A. Kennedy F 1 13.0 3.0 3.0 0.0 1.0 0.0 0.0 0.0 7.0 -8 -0.9 -3.5 0 0 0 -0.15 0 0
M. Ntwari M. Ntwari - 1 12.0 3.0 2.0 0.0 0.0 0.0 3.0 0.0 2.0 - - - 0 0 0 - 0 0
N. Wedlow N. Wedlow G 1 6.0 2.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 - - - 0 0 0 - 0 0
G. Walter G. Walter - 1 23.0 2.0 2.0 0.0 0.0 0.0 2.0 0.0 2.0 - - - 0 0 0 -0.44 0 0
C. Snyder C. Snyder - 1 7.0 2.0 0.0 0.0 1.0 0.0 1.0 0.0 2.0 - - - 0 0 0 - 0 0
M. Dhal M. Dhal - 1 8.0 1.0 3.0 0.0 0.0 0.0 0.0 0.0 4.0 -17 -1.3 -14.1 0 0 0 -0.1 0 0
T. Taylor T. Taylor - 1 14.0 0.0 4.0 1.0 0.0 0.0 2.0 0.0 3.0 -72 -2.7 -3.6 0 0 0 0.32 0 0
E. Quemada E. Quemada - 1 5.0 0.0 1.0 0.0 0.0 0.0 0.0 0.0 1.0 - - - 0 0 0 - 0 0
B. Todd B. Todd - 1 19.0 0.0 7.0 1.0 1.0 0.0 1.0 0.0 8.0 - - - 0 0 0 - 0 0
S. Marqueda S. Marqueda - 1 2.0 0.0 1.0 0.0 0.0 0.0 0.0 0.0 1.0 - - - 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