Penn College
Model Outputs
2023-2024
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 → | 897 (#431) | - |
| Bradley-Terry Bradley-Terry Static logistic paired-comparison model with one team strength parameter. More → | 821 (#462) | - |
| Margin Margin Linear team-strength model fit on point differential instead of binary wins. More → | -21.0 (#387) | HCA +2.5 |
2024 Schedule & Results
2024 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% |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Livingston Cross | - | 20 | 32.5 | 22.2 | 10.9 | 2.1 | 1.1 | 0.1 | 3.4 | 15.6 | 17.6 | -22 | -2.8 | -12.2 | 55.1 | 33.3 | 71.6 | 0.41 | 61.3 | 58.0 |
| Andre Ballard | - | 1 | 36.0 | 22.0 | 8.0 | 3.0 | 1.0 | 0.0 | 1.0 | 15.0 | 18.0 | 9 | 9.0 | 38.4 | 46.7 | 36.4 | 50.0 | -0.38 | 59.4 | 60.0 |
| Kunga Tsering | - | 1 | 25.0 | 22.0 | 6.0 | 1.0 | 2.0 | 0.0 | 2.0 | 15.0 | 14.0 | 6 | 0.8 | 7.2 | 53.3 | 20.0 | 83.3 | 0.24 | 62.4 | 56.7 |
| Vernon Fraley | - | 1 | 24.0 | 21.0 | 5.0 | 4.0 | 1.0 | 2.0 | 0.0 | 8.0 | 25.0 | -8 | -1.3 | -2.6 | 75.0 | 75.0 | 100.0 | 0.81 | 98.7 | 93.8 |
| Gary Grant | - | 1 | 19.0 | 21.0 | 4.0 | 1.0 | 2.0 | 0.0 | 0.0 | 9.0 | 19.0 | 29 | 4.8 | 16.2 | 66.7 | 0.0 | 69.2 | 1.52 | 71.3 | 66.7 |
| Gavin Barrett | - | 7 | 32.4 | 16.9 | 4.6 | 6.3 | 2.6 | 0.3 | 5.1 | 14.0 | 11.4 | -44 | -6.3 | -44.4 | 39.8 | 29.0 | 62.0 | 0.27 | 49.2 | 44.4 |
| Nate Curry | - | 2 | 32.5 | 15.0 | 9.5 | 3.0 | 1.0 | 0.5 | 2.5 | 11.5 | 15.0 | -12 | -1.3 | -3.7 | 52.2 | 40.0 | 80.0 | 1.17 | 59.5 | 56.5 |
| Matthew Gingerich | - | 1 | 26.0 | 15.0 | 4.0 | 3.0 | 1.0 | 0.0 | 2.0 | 8.0 | 13.0 | 6 | 0.7 | 9.8 | 75.0 | 60.0 | 0 | 0.25 | 93.8 | 93.8 |
| Alex Leiba | - | 2 | 29.0 | 11.0 | 7.0 | 3.5 | 1.0 | 2.5 | 1.5 | 6.0 | 17.5 | -38 | -4.2 | -22.9 | 75.0 | 0 | 50.0 | 0.4 | 70.9 | 75.0 |
| Josh Mingledolph | - | 1 | 31.0 | 11.0 | 3.0 | 3.0 | 1.0 | 1.0 | 2.0 | 10.0 | 7.0 | 29 | 5.8 | 41.2 | 40.0 | 33.3 | 100.0 | 0.3 | 50.6 | 45.0 |
| Hollique Johnson | - | 1 | 26.0 | 11.0 | 9.0 | 0.0 | 1.0 | 2.0 | 1.0 | 10.0 | 12.0 | 14 | 2.3 | 11.2 | 50.0 | 25.0 | 0 | 0.67 | 55.0 | 55.0 |
| Amir Williams | - | 1 | 21.0 | 11.0 | 4.0 | 1.0 | 2.0 | 0.0 | 0.0 | 5.0 | 13.0 | -9 | -4.5 | -70.1 | 80.0 | 50.0 | 100.0 | -0.75 | 93.5 | 90.0 |
| Jake Koverman | - | 1 | 23.0 | 10.0 | 10.0 | 0.0 | 2.0 | 0.0 | 2.0 | 10.0 | 10.0 | -70 | -4.7 | -50.8 | 50.0 | 0.0 | 0 | 0.45 | 50.0 | 50.0 |
| Francisco Paulino | - | 1 | 15.0 | 10.0 | 5.0 | 0.0 | 1.0 | 0.0 | 1.0 | 9.0 | 6.0 | 4 | 2.0 | 4.5 | 55.6 | 0 | 0 | 0.4 | 55.6 | 55.6 |
| Malik Holland | - | 2 | 12.0 | 9.0 | 1.0 | 1.5 | 0.5 | 0.0 | 0.0 | 4.0 | 8.0 | 0 | 0.0 | 0.0 | 75.0 | 71.4 | 50.0 | 0.44 | 101.4 | 106.2 |
| CJ Harrist | - | 1 | 6.0 | 9.0 | 2.0 | 1.0 | 0.0 | 0.0 | 0.0 | 3.0 | 9.0 | -7 | -3.5 | -24.7 | 100.0 | 100.0 | 0 | -0.33 | 150.0 | 150.0 |
| Mekhi Reid | - | 1 | 21.0 | 9.0 | 6.0 | 2.0 | 2.0 | 1.0 | 4.0 | 8.0 | 8.0 | 45 | 6.4 | 17.4 | 37.5 | 100.0 | 100.0 | 1.14 | 50.7 | 43.8 |
| Landon Reeder | - | 18 | 16.6 | 8.8 | 4.7 | 0.3 | 0.3 | 0.8 | 0.7 | 7.8 | 6.5 | 19 | 1.6 | 15.2 | 47.9 | 42.9 | 63.3 | 0.76 | 51.9 | 50.0 |
| Max Jackowsky | - | 5 | 22.4 | 6.6 | 4.4 | 0.8 | 0.4 | 0.6 | 1.2 | 5.4 | 6.2 | - | - | - | 40.7 | 14.3 | 81.8 | - | 51.8 | 44.4 |
| Ronn Flood Jr. | - | 7 | 25.7 | 5.6 | 4.4 | 0.9 | 0.7 | 1.3 | 1.1 | 5.7 | 6.0 | 3 | 0.3 | 8.1 | 35.0 | 26.3 | 54.5 | -0.14 | 43.5 | 41.2 |
| David Brown | - | 20 | 12.0 | 5.2 | 2.1 | 0.5 | 0.3 | 0.4 | 1.0 | 4.5 | 2.9 | -18 | -6.0 | -13.0 | 46.2 | 28.9 | 66.7 | 0.24 | 54.2 | 53.3 |
| Alec Cooper | - | 19 | 28.7 | 5.2 | 3.2 | 2.2 | 0.6 | 0.3 | 1.9 | 4.8 | 4.7 | -8 | -2.7 | -9.9 | 42.4 | 35.3 | 82.4 | 0.15 | 49.3 | 45.7 |
| Zach Sloan | - | 1 | 18.0 | 5.0 | 4.0 | 3.0 | 2.0 | 0.0 | 1.0 | 6.0 | 7.0 | -90 | -4.5 | -26.9 | 33.3 | 25.0 | 0 | 1.23 | 41.7 | 41.7 |
| Amari Mills | - | 1 | 15.0 | 5.0 | 2.0 | 1.0 | 2.0 | 0.0 | 1.0 | 7.0 | 2.0 | 10 | 5.0 | 31.4 | 28.6 | 20.0 | 0.0 | -0.2 | 33.6 | 35.7 |
| Ahmad Robertson | - | 1 | 18.0 | 5.0 | 4.0 | 0.0 | 0.0 | 0.0 | 1.0 | 6.0 | 2.0 | 38 | 3.5 | 113.3 | 33.3 | 25.0 | 0 | -0.19 | 41.7 | 41.7 |
| Dylan Moore | - | 1 | 17.0 | 4.0 | 2.0 | 1.0 | 1.0 | 1.0 | 0.0 | 4.0 | 5.0 | 38 | 3.5 | 143.4 | 50.0 | 0.0 | 0 | -0.33 | 50.0 | 50.0 |
| James Lerner | - | 1 | 32.0 | 4.0 | 1.0 | 7.0 | 2.0 | 0.0 | 0.0 | 7.0 | 7.0 | -19 | -2.4 | -17.4 | 28.6 | 0.0 | 0 | 0.69 | 28.6 | 28.6 |
| Larry Onabanwo | - | 2 | 6.5 | 3.0 | 0.0 | 0.0 | 0.5 | 0.0 | 0.0 | 1.5 | 2.0 | -6 | -1.0 | -8.3 | 100.0 | 0 | 0 | 0.07 | 100.0 | 100.0 |
| Tucker Shifflett | - | 1 | 10.0 | 3.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 3.0 | 1.0 | -51 | -3.6 | -62.9 | 33.3 | 50.0 | 0.0 | 0.19 | 43.6 | 50.0 |
| Kai Davis | - | 1 | 10.0 | 2.0 | 3.0 | 1.0 | 1.0 | 0.0 | 1.0 | 2.0 | 4.0 | 0 | 0.0 | 0.0 | 50.0 | 0.0 | 0 | -0.84 | 50.0 | 50.0 |
| Ben Kobil | - | 1 | 1.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | -67 | -6.1 | -1592.1 | 100.0 | 0 | 0 | -1.31 | 100.0 | 100.0 |
| Christian Chandler | - | 7 | 8.0 | 1.9 | 0.9 | 0.1 | 0.3 | 0.0 | 0.4 | 1.6 | 1.1 | - | - | - | 45.5 | 37.5 | 0.0 | - | 56.8 | 59.1 |
| Adam McGinley | - | 9 | 5.4 | 1.6 | 0.8 | 0.2 | 0.1 | 0.0 | 0.4 | 1.8 | 0.4 | 8 | 2.7 | 7.7 | 43.8 | 0.0 | 0.0 | 0.46 | 42.6 | 43.8 |
| Artarus Brown | - | 1 | 3.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 50.0 | 0.01 | 26.6 | 0.0 |
| JD Salo | - | 1 | 2.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 2.0 | -69 | -4.9 | -218.5 | 0 | 0 | 50.0 | -0.25 | 56.8 | 0 |
| Colby Bost | - | 14 | 3.4 | 0.7 | 0.4 | 0.1 | 0.1 | 0.0 | 0.3 | 1.2 | -0.1 | -38 | -3.5 | -46.2 | 23.5 | 15.4 | 0.0 | 0.27 | 28.0 | 29.4 |
| Derek Litzelman | - | 7 | 0.4 | 0.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1 | 0.3 | -0.1 | 9 | 4.5 | 145.0 | 50.0 | 0 | 0 | -1.07 | 50.0 | 50.0 |
| Cade Cavanaugh | - | 14 | 3.1 | 0.1 | 0.7 | 0.0 | 0.0 | 0.0 | 0.2 | 1.4 | -0.7 | 15 | 3.8 | 43.7 | 0.0 | 0.0 | 100.0 | -0.15 | 5.0 | 0.0 |
| Kris Hayes | - | 13 | 0.9 | 0.1 | 0.1 | 0.0 | 0.0 | 0.0 | 0.1 | 0.3 | -0.2 | -43 | -4.3 | -96.3 | 0.0 | 0.0 | 25.0 | -0.05 | 8.7 | 0.0 |
| Johnathan Regis | - | 8 | 0.2 | 0.0 | 0.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1 | - | - | - | 0 | 0 | 0 | - | 0 | 0 |
| Isaiah Stull | - | 3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | - | - | - | 0 | 0 | 0 | - | 0 | 0 |
| Kyle Rhoden | - | 2 | 3.5 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5 | 0.0 | 0.5 | 0.0 | -33 | -4.1 | -29.7 | 0.0 | 0 | 0 | 0.14 | 0.0 | 0.0 |
| Malachi Thomas | - | 1 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | - | - | - | 0 | 0 | 0 | - | 0 | 0 |
| Jaedon Mast | - | 1 | 8.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 3.0 | -3.0 | 22 | 2.8 | 31.3 | 0.0 | 0.0 | 0 | 0.3 | 0.0 | 0.0 |
| Kevin Weaver Jr. | - | 1 | 4.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | -14 | -7.0 | -228.6 | 0.0 | 0 | 0 | -1.12 | 0.0 | 0.0 |
| Diego Lemus | - | 1 | 3.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | -14 | -4.7 | -53.4 | 0 | 0 | 0 | -0.39 | 0 | 0 |
| Ahmir Ellzy | - | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | - | - | - | 0 | 0 | 0 | - | 0 | 0 |
| DJ Smith III | - | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | - | - | - | 0 | 0 | 0 | - | 0 | 0 |
| Christian Clark-Stokes | - | 1 | 2.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | - | - | - | 0 | 0 | 0 | - | 0 | 0 |
| Jayson Fain | - | 1 | 5.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 2.0 | -2.0 | 4 | 0.7 | 8.0 | 0.0 | 0.0 | 0 | -0.04 | 0.0 | 0.0 |
| Russel Nie | - | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | -3 | -1.5 | -5.5 | 0 | 0 | 0 | 0.01 | 0 | 0 |
| Luke Adgei | - | 1 | 3.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | -1.0 | -7 | -7.0 | -44.4 | 0 | 0 | 0 | -0.63 | 0 | 0 |
| Le'Khi Eddins | - | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | -1.0 | - | - | - | 0.0 | 0 | 0 | - | 0.0 | 0.0 |
| Keon Wright | - | 1 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | 0.5 | 11.3 | 0 | 0 | 0 | -0.9 | 0 | 0 |
| Quantavious Rogers | - | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 10 | 5.0 | 27.4 | 0 | 0 | 0 | -0.12 | 0 | 0 |
| Shane Ryan | - | 1 | 0.0 | 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