Akron
2019 Team Stats (7 games)
66.1
PPG
68.4
Opp
-2.3
Margin
40.8%
FG%
36.2%
3P%
73.0%
FT%
33.6
RPG
11.9
APG
14.0
TO
-
Est. poss./game
66.3
Adj PPG
61.2
Adj Opp PPG
#98
Scoring Rank
Model Outputs
2018-2019
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 | Data withheld: source-integrity hold | Historical Elo fit predates the season cutoff fix and has no verified season-bounded input receipt. |
| Bradley-Terry Bradley-Terry Static logistic paired-comparison model with one team strength parameter. More โ | 1025 (#152) | - |
| Bradley-Terry Recency Bradley-Terry Recency Static Bradley-Terry with exponential recency weights on newer games. More โ | 979 (#196) | HCA +83 elo |
| Margin Margin Linear team-strength model fit on point differential instead of binary wins. More โ | +5.5 (#100) | HCA +2.8 |
| Margin Recency Margin Recency Margin regression with exponential recency weights on newer games. More โ | +3.2 (#118) | HCA +2.7 |
| Pythagorean Pythagorean Pythagorean win expectation from raw points scored and allowed. More โ | 0.658 (#79) | - |
| Adjusted Efficiency Adjusted Efficiency Opponent-adjusted efficiency model with separate offensive and defensive components. More โ | 0.693 (#108) | AdjNet +7.1 |
| Log Adjusted Log Adjusted Log-scale adjusted efficiency model that downweights blowout leverage. More โ | 0.695 (#108) | AdjNet +7.1 |
| Points Off/Def Points Off/Def Raw points regression with separate offensive and defensive team parameters. More โ | 0.615 (#98) | AdjO 66.3 | AdjD 61.2 |
| Points Off/Def Recency Points Off/Def Recency Off/def points regression with exponential recency weights. More โ | 0.535 (#135) | AdjO 64.6 | AdjD 63.0 |
| Core Ensemble Core Ensemble Equal-logit blend of Elo, recency BT, recency margin, log-adjusted pyth, and points off/def. More โ | 0.592 (#125) | 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 | 0.576 (#131) | 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 | 1037 (#148) | RD 131 | GP 31 |
2019 Schedule & Results
2019 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 GP | PM/G | PM/40 | FG% | 3P% | FT% | RAPM | TS% | eFG% |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Daniel Utomi
|
G | 28 | 32.3 | 14.5 | 5.5 | 1.4 | 0.5 | 0.4 | 1.8 | 3.7 | 16.9 | 83 | 30 | 2.8 | 3.5 | 45.2 | 37.9 | 66.7 | 3.24 | 175.2 | 55.8 |
Loren Jackson
|
G | 28 | 30.0 | 14.5 | 3.1 | 3.3 | 0.9 | 0.1 | 1.8 | 4.1 | 16.1 | 35 | 30 | 1.2 | 1.6 | 39.1 | 39.3 | 81.4 | 1.2 | 151.6 | 49.6 |
Jimond Ivey
|
G | 28 | 30.9 | 11.5 | 6.0 | 3.5 | 1.2 | 0.4 | 2.0 | 2.6 | 18.0 | 62 | 30 | 2.1 | 2.7 | 46.6 | 28.6 | 75.0 | 0.8 | 201.1 | 54.8 |
Tyler Cheese
|
G | 28 | 26.4 | 10.8 | 4.7 | 2.5 | 1.2 | 0.1 | 2.3 | 3.4 | 13.6 | 9 | 30 | 0.3 | 0.4 | 39.6 | 29.4 | 72.2 | -1.31 | 145.3 | 44.8 |
Channel Banks
|
G | 27 | 20.6 | 6.5 | 2.5 | 0.8 | 1.0 | 0.1 | 0.9 | 1.6 | 8.4 | 34 | 29 | 1.2 | 2.3 | 47.7 | 44.4 | 80.0 | -0.7 | 189.4 | 61.4 |
Deng Riak
|
C | 25 | 22.6 | 5.6 | 5.6 | 0.6 | 0.3 | 1.0 | 1.6 | 1.7 | 9.7 | 46 | 27 | 1.7 | 3.0 | 53.5 | 50.0 | 60.0 | -0.96 | 147.7 | 57.0 |
Jeremy Roscoe
|
G | 26 | 11.5 | 3.4 | 2.2 | 0.5 | 0.3 | 0.1 | 0.5 | 0.6 | 5.4 | 6 | 29 | 0.2 | 0.8 | 37.5 | 22.2 | 87.5 | -0.55 | 225.4 | 43.8 |
Jaden Sayles
|
F | 16 | 12.9 | 2.3 | 2.6 | 0.0 | 0.0 | 0.5 | 0.6 | 0.6 | 4.2 | -24 | 18 | -1.3 | -4.6 | 40.0 | 0 | 50.0 | -3.9 | 157.3 | 40.0 |
Mark Kostelac
|
C | 7 | 5.6 | 1.9 | 1.3 | 0.1 | 0.1 | 0.3 | 0.3 | 0.4 | 3.0 | 0 | 6 | 0.0 | 0.0 | 100.0 | 0 | 100.0 | -1.65 | 167.5 | 100.0 |
Emmanuel Olojakpoke
|
F | 26 | 10.9 | 1.8 | 1.8 | 0.0 | 0.3 | 0.9 | 0.7 | 0.4 | 3.8 | 2 | 28 | 0.1 | 0.3 | 40.0 | 0 | 12.5 | -2.16 | 173.8 | 40.0 |
LePear Toles
|
- | 4 | 6.8 | 1.0 | 1.0 | 0.5 | 0.5 | 0.2 | 0.8 | 0.2 | 2.2 | - | - | - | - | 100.0 | 0 | 33.3 | - | 86.2 | 100.0 |
Jake Fischer
|
G | 3 | 1.7 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.3 | 0.7 | 0.0 | - | - | - | - | 50.0 | 50.0 | 0 | -1.73 | 75.0 | 75.0 |
Scott Walter
|
G | 12 | 4.9 | 0.6 | 0.8 | 0.1 | 0.0 | 0.0 | 0.5 | 0.3 | 0.7 | 11 | 12 | 0.9 | 8.4 | 50.0 | 0 | 66.7 | -0.56 | 65.8 | 50.0 |
Marquelle McIntyre
|
G | 6 | 1.7 | 0.2 | 0.2 | 0.2 | 0.2 | 0.0 | 0.0 | 0.0 | 0.7 | 0 | 5 | 0.0 | 0.0 | 0 | 0 | 50.0 | -0.83 | 56.8 | 0 |
T. Hankerson
|
- | 2 | 16.0 | 0.0 | 2.0 | 0.5 | 0.0 | 0.0 | 0.5 | 0.0 | 2.0 | - | - | - | - | 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