Akron
2025 Team Stats (31 games)
Model Outputs
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 | 686 (#312) | - |
| Bradley-Terry Bradley-Terry Static logistic paired-comparison model with one team strength parameter. More โ | 813 (#295) | - |
| Bradley-Terry Recency Bradley-Terry Recency Static Bradley-Terry with exponential recency weights on newer games. More โ | 865 (#330) | HCA +72 elo |
| Margin Margin Linear team-strength model fit on point differential instead of binary wins. More โ | -11.2 (#285) | HCA +2.3 |
| Margin Recency Margin Recency Margin regression with exponential recency weights on newer games. More โ | -11.7 (#291) | HCA +2.4 |
| Pythagorean Pythagorean Pythagorean win expectation from raw points scored and allowed. More โ | 0.205 (#284) | - |
| Efficiency Efficiency Tempo-adjusted efficiency version of Pythagorean ratings. More โ | 0.205 (#284) | NetEff -11.1 |
| Adjusted Efficiency Adjusted Efficiency Opponent-adjusted efficiency model with separate offensive and defensive components. More โ | 0.126 (#287) | AdjNet -16.8 |
| Log Adjusted Log Adjusted Log-scale adjusted efficiency model that downweights blowout leverage. More โ | 0.123 (#287) | AdjNet -16.9 |
| Points Off/Def Points Off/Def Raw points regression with separate offensive and defensive team parameters. More โ | 0.277 (#283) | AdjO 58.6 | AdjD 69.1 |
| Points Off/Def Recency Points Off/Def Recency Off/def points regression with exponential recency weights. More โ | 0.295 (#312) | AdjO 58.1 | AdjD 67.6 |
| Core Ensemble Core Ensemble Equal-logit blend of Elo, recency BT, recency margin, log-adjusted pyth, and points off/def. More โ | 0.204 (#301) | 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. More โ | 0.207 (#301) | Blend of Elo, BT, Margin, PythLog, PtsOD |
| Dynamic Bradley-Terry Dynamic Bradley-Terry Time-evolving paired-comparison model with latent team strength drift. More โ | 773 (#312) | RD 147 | GP 29 |
2025 Schedule & Results
2025 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% |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Shelbee Brown
|
F | 31 | 25.2 | 14.0 | 8.9 | 1.3 | 2.3 | 0.4 | 3.6 | 10.8 | 12.4 | -26 | 29 | -0.9 | -1.5 | 46.1 | 13.8 | 68.4 | 2.19 | 52.5 | 46.7 |
Alexus Mobley
|
G | 30 | 28.5 | 12.1 | 4.9 | 2.0 | 1.3 | 0.5 | 2.3 | 11.1 | 7.3 | -83 | 28 | -3.0 | -4.2 | 41.7 | 27.8 | 68.6 | -1.3 | 48.8 | 45.5 |
Teniesha Clarke
|
G | 13 | 24.5 | 10.8 | 3.1 | 1.4 | 0.2 | 0.1 | 2.4 | 9.3 | 3.8 | 17 | 12 | 1.4 | 2.3 | 43.8 | 29.3 | 84.6 | 0.92 | 52.9 | 48.8 |
Maddie Vejsicky
|
G | 28 | 28.2 | 8.8 | 2.9 | 1.0 | 0.6 | 0.2 | 1.8 | 7.9 | 3.7 | -111 | 26 | -4.3 | -6.3 | 35.6 | 34.1 | 69.8 | -1.33 | 50.8 | 48.4 |
Kam'Ren Rhodes
|
G | 12 | 30.7 | 8.2 | 2.5 | 2.8 | 0.4 | 0.0 | 3.0 | 8.4 | 2.4 | -29 | 11 | -2.6 | -3.6 | 33.7 | 22.9 | 78.6 | -1.89 | 43.2 | 37.6 |
Zakia Rasheed
|
G | 31 | 29.1 | 6.4 | 1.9 | 2.4 | 0.5 | 0.1 | 1.5 | 6.7 | 3.0 | -127 | 29 | -4.4 | -6.2 | 29.2 | 27.2 | 77.1 | -2.34 | 44.1 | 40.9 |
Ni'Rah Clark
|
F | 30 | 19.2 | 6.2 | 4.5 | 0.5 | 0.2 | 1.0 | 2.2 | 4.7 | 5.6 | -61 | 28 | -2.2 | -4.6 | 49.6 | 0.0 | 65.2 | -0.42 | 54.0 | 49.6 |
Liisa Taponen
|
C | 31 | 19.3 | 4.3 | 4.4 | 0.5 | 0.3 | 0.7 | 1.5 | 3.5 | 5.2 | -89 | 29 | -3.1 | -6.4 | 54.2 | 14.3 | 56.7 | -3.15 | 55.7 | 54.7 |
Lanae Riley
|
F | 6 | 11.2 | 3.7 | 2.2 | 0.0 | 0.3 | 0.2 | 1.2 | 5.0 | 0.2 | - | - | - | - | 30.0 | 20.0 | 50.0 | - | 34.6 | 33.3 |
Emily Hall
|
G | 29 | 26.7 | 3.2 | 3.0 | 1.7 | 1.2 | 0.0 | 2.0 | 3.3 | 3.8 | -80 | 27 | -3.0 | -4.5 | 31.6 | 27.3 | 80.0 | 0.22 | 43.4 | 37.9 |
Liz Murphy
|
G | 15 | 9.7 | 2.0 | 0.7 | 0.3 | 0.2 | 0.0 | 0.6 | 2.8 | -0.2 | - | - | - | - | 23.8 | 24.1 | 75.0 | - | 34.3 | 32.1 |
Ellen Kinnaird
|
G | 11 | 2.1 | 0.2 | 0.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.2 | 0.3 | - | - | - | - | 0.0 | 0 | 50.0 | - | 26.6 | 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
2024-2025 Shot Zones
390 located field-goal attempts in 7 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).
Shelbee BrownAlexus MobleyMaddie VejsickyZakia Rasheed
| Zone | FGM-FGA | FG% | Pts | Top scorer | Runner-up | Most misses | Runner-up |
|---|---|---|---|---|---|---|---|
| Restricted area | 84-136 | 61.8 | 168 | Shelbee Brown 36% (60 pts) | Alexus Mobley 25% (42 pts) | Shelbee Brown 54% (28 misses) | Alexus Mobley 23% (12 misses) |
| Paint (non-RA) | 27-96 | 28.1 | 54 | Shelbee Brown 33% (18 pts) | Alexus Mobley 19% (10 pts) | Shelbee Brown 33% (23 misses) | Ni'Rah Clark 32% (22 misses) |
| Mid-range left | 1-4 | 25.0 | 2 | Alexus Mobley 100% (2 pts) | - | Alexus Mobley 33% (1 misses) | Emily Hall 33% (1 misses) |
| Mid-range center | 0-5 | 0.0 | 0 | - | - | Alexus Mobley 60% (3 misses) | Liz Murphy 20% (1 misses) |
| Mid-range right | 5-14 | 35.7 | 10 | Shelbee Brown 60% (6 pts) | Maddie Vejsicky 40% (4 pts) | Maddie Vejsicky 44% (4 misses) | Ni'Rah Clark 22% (2 misses) |
| Left corner 3 | 7-16 | 43.8 | 21 | Maddie Vejsicky 43% (9 pts) | Alexus Mobley 29% (6 pts) | Maddie Vejsicky 33% (3 misses) | Zakia Rasheed 33% (3 misses) |
| Right corner 3 | 2-11 | 18.2 | 6 | Maddie Vejsicky 50% (3 pts) | Shelbee Brown 50% (3 pts) | Maddie Vejsicky 22% (2 misses) | Zakia Rasheed 22% (2 misses) |
| Above-break 3 left | 8-41 | 19.5 | 24 | Zakia Rasheed 50% (12 pts) | Emily Hall 25% (6 pts) | Zakia Rasheed 45% (15 misses) | Alexus Mobley 12% (4 misses) |
| Above-break 3 center | 4-27 | 14.8 | 12 | Zakia Rasheed 50% (6 pts) | Emily Hall 25% (3 pts) | Zakia Rasheed 52% (12 misses) | Emily Hall 13% (3 misses) |
| Above-break 3 right | 12-40 | 30.0 | 36 | Maddie Vejsicky 50% (18 pts) | Zakia Rasheed 17% (6 pts) | Maddie Vejsicky 39% (11 misses) | Zakia Rasheed 25% (7 misses) |