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Akron

Also known as: Akron Zips
Program History

2026 Team Stats (31 games)

69.5
PPG
77.7
Opp
-8.2
Margin
40.6%
FG%
30.8%
3P%
69.8%
FT%
35.6
RPG
12.3
APG
18.8
TO
76.1
Est. poss./game
65.7
Adj PPG
76.9
Adj Opp PPG
#293
Scoring Rank

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 โ†’ 677 (#318) -
Bradley-Terry Bradley-Terry Static logistic paired-comparison model with one team strength parameter. More โ†’ 764 (#319) -
Bradley-Terry Recency Bradley-Terry Recency Static Bradley-Terry with exponential recency weights on newer games. HCA +65 elo More โ†’ 883 (#314) HCA +65 elo
Margin Margin Linear team-strength model fit on point differential instead of binary wins. HCA +2.4 More โ†’ -11.6 (#287) HCA +2.4
Margin Recency Margin Recency Margin regression with exponential recency weights on newer games. HCA +2.6 More โ†’ -11.3 (#292) HCA +2.6
Pythagorean Pythagorean Pythagorean win expectation from raw points scored and allowed. More โ†’ 0.117 (#314) -
Efficiency Efficiency Tempo-adjusted efficiency version of Pythagorean ratings. NetEff -16.9 More โ†’ 0.117 (#314) NetEff -16.9
Adjusted Efficiency Adjusted Efficiency Opponent-adjusted efficiency model with separate offensive and defensive components. AdjNet -16.0 More โ†’ 0.136 (#278) AdjNet -16.0
Log Adjusted Log Adjusted Log-scale adjusted efficiency model that downweights blowout leverage. AdjNet -16.0 More โ†’ 0.135 (#278) AdjNet -16.0
Points Off/Def Points Off/Def Raw points regression with separate offensive and defensive team parameters. AdjO 65.7 | AdjD 76.9 More โ†’ 0.264 (#293) AdjO 65.7 | AdjD 76.9
Points Off/Def Recency Points Off/Def Recency Off/def points regression with exponential recency weights. AdjO 65.1 | AdjD 75.2 More โ†’ 0.286 (#319) AdjO 65.1 | AdjD 75.2
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 โ†’ 0.216 (#298) 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 โ†’ 0.220 (#302) Blend of Elo, BT, Margin, PythLog, PtsOD
Dynamic Bradley-Terry Dynamic Bradley-Terry Time-evolving paired-comparison model with latent team strength drift. RD 152 | GP 29 More โ†’ 769 (#316) RD 152 | GP 29

2026 Schedule & Results

2026 Roster

Minutes by Position

Each player's share of the team's minutes per game (season minutes over the roster's), placed by position, so every column is one game's minutes. 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 GP PM/G PM/40 FG% 3P% FT% RAPM TS% eFG%
Ni'Rah Clark Ni'Rah Clark F 29 27.1 11.8 5.3 0.5 0.7 0.5 2.6 8.4 7.8 -148 26 -5.7 -8.6 50.4 28.0 71.0 -0.58 57.1 51.8
Shaena Brew Shaena Brew G 30 28.0 11.2 3.9 3.9 0.9 0.0 3.3 9.1 7.6 -134 26 -5.2 -7.7 45.2 31.2 69.1 1.78 53.5 49.6
Keiryn McGuff Keiryn McGuff F 27 29.5 9.6 6.3 1.1 0.9 0.4 1.8 7.3 9.3 -136 24 -5.7 -8.0 38.9 33.8 72.6 -0.44 52.5 44.9
Monique Mitchell Monique Mitchell F 26 20.0 9.3 2.9 0.8 1.0 0.7 2.1 8.3 4.3 -149 22 -6.8 -13.6 40.5 31.2 77.8 -3.95 51.7 48.4
Izzy Callaway Izzy Callaway G 31 21.6 7.9 1.9 1.1 0.5 0.0 1.2 6.5 3.7 -130 27 -4.8 -9.3 42.9 39.8 75.0 -1.49 57.1 55.4
Corinne Reed Corinne Reed G 28 23.5 6.3 3.7 2.1 0.8 0.2 2.8 5.5 4.8 -157 24 -6.5 -11.6 40.5 32.7 56.2 -2.83 48.9 46.1
Liz Murphy Liz Murphy G 27 13.6 6.2 1.6 0.3 0.4 0.1 0.8 4.8 3.1 -54 23 -2.3 -6.8 41.9 37.6 89.3 -0.55 59.4 55.4
Natalie Johnson Natalie Johnson G 28 16.4 5.0 2.6 1.4 0.6 0.1 1.8 5.3 2.6 -69 25 -2.8 -7.2 36.9 24.1 58.1 -0.57 43.3 41.3
Maddie Vejsicky Maddie Vejsicky G 29 14.4 3.3 1.4 0.8 0.4 0.2 1.1 4.1 1.0 -141 25 -5.6 -15.8 28.6 20.0 65.0 -4.18 37.9 35.3
Kam'Ren Rhodes Kam'Ren Rhodes G 8 14.5 2.8 1.1 1.4 0.4 0.0 1.1 4.8 -0.2 -37 6 -6.2 -14.9 21.1 21.4 33.3 -1.49 26.2 25.0
Ella Wigal Ella Wigal G 26 10.2 2.5 2.5 0.3 0.5 0.2 0.6 3.0 2.4 -62 22 -2.8 -12.0 28.6 19.2 70.6 -4.25 39.1 35.1
Teniesha Clarke Teniesha Clarke G 11 12.4 1.7 1.0 0.6 0.6 0.0 1.9 2.5 -0.4 -35 8 -4.4 -14.1 22.2 16.7 62.5 -1.34 31.1 25.9
Liisa Taponen Liisa Taponen C 25 11.6 1.6 1.9 0.4 0.1 0.2 0.6 1.2 2.3 -93 20 -4.7 -14.6 46.7 0 91.7 -2.36 55.3 46.7
Kailee Bransford Kailee Bransford G 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

2025-2026 Shot Zones

1854 located field-goal attempts in 31 games (ESPN). Each zone is coloured by the player with the largest share of the team's made-shot points there (left) and of its misses there (right).

Clark27% Clark23% Callaway44% Brew30% Brew45% Callaway33% Mitchell32% Mitchell18% Murphy30% Callaway29%
Points: who the team's points here most likely come from
Reed16% Clark21% Callaway26% Callaway21% Brew38% Mitchell37% Vejsicky23% Callaway19% Murphy21% Wigal16%
Misses: who misses most here

Shaena BrewNi'Rah ClarkIzzy CallawayMonique MitchellLiz MurphyCorinne ReedMaddie VejsickyElla Wigal

Zone FGM-FGA FG% Pts Top scorer Runner-up Most misses Runner-up
Restricted area 247-410 60.2 494 Ni'Rah Clark 27% (132 pts) Shaena Brew 16% (80 pts) Corinne Reed 16% (26 misses) Ni'Rah Clark 16% (26 misses)
Paint (non-RA) 213-511 41.7 426 Ni'Rah Clark 23% (96 pts) Shaena Brew 19% (82 pts) Ni'Rah Clark 21% (63 misses) Shaena Brew 17% (50 misses)
Mid-range left 16-43 37.2 32 Izzy Callaway 44% (14 pts) Monique Mitchell 19% (6 pts) Izzy Callaway 26% (7 misses) Keiryn McGuff 15% (4 misses)
Mid-range center 20-48 41.7 40 Shaena Brew 30% (12 pts) Izzy Callaway 15% (6 pts) Izzy Callaway 21% (6 misses) Keiryn McGuff 14% (4 misses)
Mid-range right 20-75 26.7 40 Shaena Brew 45% (18 pts) Izzy Callaway 15% (6 pts) Shaena Brew 38% (21 misses) Izzy Callaway 22% (12 misses)
Left corner 3 30-87 34.5 90 Izzy Callaway 33% (30 pts) Keiryn McGuff 17% (15 pts) Monique Mitchell 37% (21 misses) Izzy Callaway 18% (10 misses)
Right corner 3 22-75 29.3 66 Monique Mitchell 32% (21 pts) Izzy Callaway 18% (12 pts) Maddie Vejsicky 23% (12 misses) Monique Mitchell 17% (9 misses)
Above-break 3 left 71-248 28.6 213 Monique Mitchell 18% (39 pts) Izzy Callaway 15% (33 pts) Izzy Callaway 19% (33 misses) Monique Mitchell 15% (26 misses)
Above-break 3 center 43-121 35.5 129 Liz Murphy 30% (39 pts) Shaena Brew 19% (24 pts) Liz Murphy 21% (16 misses) Izzy Callaway 13% (10 misses)
Above-break 3 right 70-236 29.7 210 Izzy Callaway 29% (60 pts) Liz Murphy 13% (27 pts) Ella Wigal 16% (26 misses) Liz Murphy 14% (23 misses)