Akron
2018 Team Stats (4 games)
70.0
PPG
75.8
Opp
-5.8
Margin
46.8%
FG%
38.3%
3P%
63.0%
FT%
31.0
RPG
15.3
APG
14.3
TO
-
Est. poss./game
68.4
Adj PPG
74.2
Adj Opp PPG
#254
Scoring Rank
Model Outputs
2017-2018
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 | 885 (#235) | - |
| Bradley-Terry Bradley-Terry Static logistic paired-comparison model with one team strength parameter. More โ | 946 (#215) | - |
| Bradley-Terry Recency Bradley-Terry Recency Static Bradley-Terry with exponential recency weights on newer games. More โ | 964 (#224) | HCA +95 elo |
| Margin Margin Linear team-strength model fit on point differential instead of binary wins. More โ | -6.1 (#250) | HCA +2.9 |
| Margin Recency Margin Recency Margin regression with exponential recency weights on newer games. More โ | -5.4 (#249) | HCA +2.8 |
| Pythagorean Pythagorean Pythagorean win expectation from raw points scored and allowed. More โ | 0.318 (#263) | - |
| Adjusted Efficiency Adjusted Efficiency Opponent-adjusted efficiency model with separate offensive and defensive components. More โ | 0.288 (#241) | AdjNet -7.9 |
| Log Adjusted Log Adjusted Log-scale adjusted efficiency model that downweights blowout leverage. More โ | 0.286 (#240) | AdjNet -7.9 |
| Points Off/Def Points Off/Def Raw points regression with separate offensive and defensive team parameters. More โ | 0.371 (#254) | AdjO 68.4 | AdjD 74.2 |
| Points Off/Def Recency Points Off/Def Recency Off/def points regression with exponential recency weights. More โ | 0.405 (#262) | AdjO 69.1 | AdjD 73.3 |
| Core Ensemble Core Ensemble Equal-logit blend of Elo, recency BT, recency margin, log-adjusted pyth, and points off/def. More โ | 0.368 (#235) | 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 | 0.374 (#234) | 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 | 941 (#212) | RD 128 | GP 31 |
2018 Schedule & Results
2018 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 | 30 | 34.3 | 16.7 | 5.5 | 1.9 | 1.0 | 0.3 | 2.1 | 2.5 | 20.7 | -55 | 31 | -1.8 | -2.2 | 50.0 | 51.2 | 66.7 | 1.47 | 306.4 | 64.2 |
Malcolm Duvivier
|
G | 4 | 35.8 | 15.0 | 3.2 | 3.2 | 1.2 | 0.0 | 4.5 | 12.8 | 5.5 | -58 | 31 | -1.9 | -2.5 | 43.1 | 35.1 | 42.9 | 0.15 | 55.5 | 55.9 |
Jimond Ivey
|
G | 30 | 33.1 | 13.6 | 5.8 | 3.5 | 1.1 | 0.4 | 2.3 | 1.8 | 20.3 | -110 | 31 | -3.5 | -4.6 | 41.8 | 36.4 | 72.7 | -1.29 | 340.1 | 52.7 |
Eric Parrish
|
G | 30 | 27.3 | 8.8 | 4.8 | 1.4 | 1.3 | 0.2 | 1.5 | 1.4 | 13.7 | -59 | 31 | -1.9 | -3.1 | 56.1 | 25.0 | 41.7 | -0.55 | 284.1 | 59.8 |
Virshon Cotton
|
- | 4 | 16.2 | 6.5 | 1.5 | 3.0 | 0.5 | 0.0 | 1.8 | 4.8 | 5.0 | -79 | 28 | -2.8 | -6.1 | 36.8 | 35.7 | 87.5 | -1.76 | 57.7 | 50.0 |
Emmanuel Olojakpoke
|
F | 15 | 19.7 | 6.3 | 4.1 | 0.4 | 0.5 | 1.7 | 0.7 | 1.9 | 10.3 | 41 | 15 | 2.7 | 6.0 | 64.3 | 0.0 | 47.1 | -1.18 | 132.5 | 64.3 |
Jaden Sayles
|
F | 16 | 14.6 | 5.1 | 1.7 | 0.2 | 0.1 | 0.3 | 0.8 | 0.3 | 6.4 | -26 | 15 | -1.7 | -5.2 | 60.0 | 0 | 54.5 | -1.17 | 416.7 | 60.0 |
Torrey Patton
|
G | 4 | 16.8 | 3.8 | 4.0 | 0.8 | 0.5 | 0.2 | 0.5 | 2.8 | 6.0 | -50 | 31 | -1.6 | -4.5 | 63.6 | 0.0 | 33.3 | -1.65 | 60.9 | 63.6 |
Mark Kostelac
|
C | 28 | 12.0 | 2.1 | 1.8 | 0.3 | 0.3 | 0.4 | 1.0 | 0.4 | 3.5 | -100 | 29 | -3.4 | -12.2 | 30.0 | 0 | 100.0 | -4.74 | 275.7 | 30.0 |
Lucas Smith
|
G | 22 | 11.3 | 1.2 | 2.5 | 0.4 | 0.2 | 0.0 | 0.5 | 0.1 | 3.7 | -47 | 24 | -2.0 | -7.7 | 0.0 | 0.0 | 0 | -2.63 | 650.0 | 0.0 |
Craig Eubanks
|
G | 6 | 5.5 | 0.5 | 1.2 | 0.3 | 0.0 | 0.2 | 0.3 | 0.0 | 1.8 | -4 | 6 | -0.7 | -6.0 | 0 | 0 | 0 | -3.01 | 0 | 0 |
Sina Gbadebo
|
G | 16 | 4.8 | 0.4 | 0.4 | 0.4 | 0.0 | 0.0 | 0.3 | 0.0 | 0.9 | -9 | 15 | -0.6 | -5.9 | 0 | 0 | 0 | -1.55 | 0 | 0 |
Marquelle McIntyre
|
G | 7 | 1.0 | 0.3 | 0.3 | 0.0 | 0.0 | 0.0 | 0.1 | 0.0 | 0.4 | 1 | 6 | 0.2 | 8.6 | 0 | 0 | 0 | -0.9 | 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