🐻⬇️🏀

Ottawa (AZ) Spirit

Season: 2026 2023 2022 2020
Also known as: Ottawa University Arizona Spirit
Program History

Model Outputs

2021-2022
Catalog

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

Model Output Notes
Bradley-Terry Recency Bradley-Terry Recency Static Bradley-Terry with exponential recency weights on newer games. HCA +115 elo More → 1001 (#189) HCA +115 elo
Margin Margin Linear team-strength model fit on point differential instead of binary wins. HCA +2.7 More → -0.0 (#497) HCA +2.7
Margin Recency Margin Recency Margin regression with exponential recency weights on newer games. HCA +2.4 More → -1.1 (#367) HCA +2.4
Points Off/Def Recency Points Off/Def Recency Off/def points regression with exponential recency weights. AdjO 68.3 | AdjD 69.2 More → 0.479 (#326) AdjO 68.3 | AdjD 69.2
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 → 0.482 (#329) 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 → 0.477 (#320) 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 2 More → 1028 (#197) RD 350 | GP 2

2022 Schedule & Results

Date Vs/At Opponent Result Score
2021-11-12 @ Denver Pioneers W 72 - 71
2021-12-11 @ Grand Canyon Lopes L 53 - 81

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%
K. Hitt K. Hitt - 2 25.0 13.0 2.0 2.0 0.5 0.0 1.5 0.0 16.0 - - - 0 0 0 0.09 0 0
K. Malbrough K. Malbrough - 2 21.0 9.5 4.5 1.5 0.0 0.5 3.0 0.0 13.0 - - - 0 0 0 -0.18 0 0
D. Collins D. Collins - 2 21.5 9.5 6.0 1.0 0.0 0.0 2.0 0.0 14.5 135 4.1 6.0 0 0 0 1.43 0 0
J. Catchings J. Catchings - 2 18.0 7.5 2.5 0.0 0.5 0.0 4.0 0.0 6.5 - - - 0 0 0 -0.19 0 0
K. Bruner K. Bruner - 2 26.5 7.5 5.0 2.5 1.0 1.0 3.0 0.0 14.0 - - - 0 0 0 -0.14 0 0
J. De'Lacerda J. De'Lacerda - 2 24.5 7.0 7.5 0.5 0.0 1.5 2.5 0.0 14.0 - - - 0 0 0 -0.3 0 0
Q. Guliford Q. Guliford - 1 24.0 4.0 2.0 2.0 1.0 0.0 0.0 0.0 9.0 - - - 0 0 0 - 0 0
M. Bundy M. Bundy - 2 18.0 4.0 4.0 0.0 2.0 0.0 0.5 0.0 9.5 - - - 0 0 0 -0.21 0 0
E. Spry E. Spry F 1 1.0 2.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 - - - 0 0 0 - 0 0
E. Simmons E. Simmons - 1 4.0 2.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 - - - 0 0 0 - 0 0
M. Williams M. Williams - 2 27.5 1.5 1.5 2.5 1.0 0.0 1.5 0.0 5.0 -83 -9.2 -51.1 0 0 0 1.13 0 0
R. Gerdes R. Gerdes F 1 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 - - - 0 0 0 - 0 0
J. Johnson J. Johnson - 1 4.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -43 -8.6 -31.6 0 0 0 1.56 0 0
Z. Aird Z. Aird - 1 2.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 - - - 0 0 0 - 0 0
A. Schloeman A. Schloeman - 1 1.0 0.0 0.0 0.0 0.0 0.0 1.0 0.0 -1.0 - - - 0 0 0 - 0 0
J. Wunnenberg J. Wunnenberg - 1 1.0 0.0 0.0 0.0 0.0 0.0 0.0 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