Northwestern Okla.
Model Outputs
2024-2025
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 → | 924 (#356) | - |
| Bradley-Terry Bradley-Terry Static logistic paired-comparison model with one team strength parameter. More → | 937 (#301) | - |
| Margin Margin Linear team-strength model fit on point differential instead of binary wins. More → | +2.5 (#205) | HCA +2.9 |
| Pythagorean Pythagorean Pythagorean win expectation from raw points scored and allowed. More → | 0.343 (#416) | - |
| Efficiency Efficiency Tempo-adjusted efficiency version of Pythagorean ratings. More → | 0.371 (#281) | NetEff -4.9 |
| Adjusted Efficiency Adjusted Efficiency Opponent-adjusted efficiency model with separate offensive and defensive components. More → | 0.599 (#363) | AdjNet +3.5 |
| Log Adjusted Log Adjusted Log-scale adjusted efficiency model that downweights blowout leverage. More → | 0.636 (#345) | AdjNet +4.8 |
| Points Off/Def Points Off/Def Raw points regression with separate offensive and defensive team parameters. More → | 0.576 (#351) | AdjO 78.1 | AdjD 74.8 |
2025 Schedule & Results
2025 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% |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Reggie Martin | - | 1 | 39.0 | 27.0 | 3.0 | 0.0 | 3.0 | 1.0 | 2.0 | 20.0 | 12.0 | 26 | 1.2 | 2.5 | 40.0 | 22.2 | 75.0 | 1.27 | 53.4 | 45.0 |
| Cam McDowell | - | 27 | 34.3 | 26.3 | 4.6 | 2.9 | 1.9 | 0.7 | 3.0 | 17.0 | 16.3 | 1 | 0.0 | 0.1 | 51.7 | 39.8 | 84.0 | -0.38 | 65.6 | 60.3 |
| Max Alexander | - | 28 | 36.0 | 20.4 | 3.5 | 4.5 | 1.7 | 0.1 | 4.0 | 16.9 | 9.4 | -56 | -1.6 | -5.9 | 40.0 | 26.0 | 83.7 | 0.24 | 50.7 | 42.1 |
| Rollin Belton | - | 1 | 39.0 | 15.0 | 3.0 | 3.0 | 1.0 | 0.0 | 5.0 | 13.0 | 4.0 | 41 | 2.0 | 7.4 | 38.5 | 0.0 | 83.3 | 1.01 | 48.0 | 38.5 |
| DaRaun Clark | - | 28 | 30.5 | 7.9 | 2.8 | 0.7 | 1.6 | 0.1 | 0.8 | 6.4 | 5.9 | -50 | -1.9 | -5.7 | 40.2 | 36.2 | 82.9 | 0.56 | 56.6 | 53.4 |
| Justin Norris | - | 28 | 24.6 | 6.8 | 4.4 | 1.1 | 0.8 | 0.1 | 1.4 | 6.0 | 5.9 | -52 | -1.5 | -6.2 | 35.5 | 31.2 | 76.5 | 0.71 | 51.9 | 48.8 |
| PJ Neal | - | 1 | 32.0 | 6.0 | 9.0 | 0.0 | 1.0 | 0.0 | 4.0 | 6.0 | 6.0 | -39 | -1.1 | -4.2 | 33.3 | 0.0 | 100.0 | 0.57 | 43.6 | 33.3 |
| Ryan Harris | - | 1 | 29.0 | 5.0 | 2.0 | 0.0 | 3.0 | 0.0 | 2.0 | 3.0 | 5.0 | 8 | 2.0 | 59.6 | 33.3 | 50.0 | 100.0 | -1.1 | 64.4 | 50.0 |
| Kabeya Tshibangu | - | 27 | 25.7 | 4.3 | 6.1 | 0.6 | 0.7 | 0.9 | 0.6 | 3.0 | 9.1 | -18 | -0.8 | -2.2 | 66.7 | 0 | 33.3 | -0.15 | 63.3 | 66.7 |
| Gavin Snyder | - | 1 | 25.0 | 4.0 | 4.0 | 1.0 | 0.0 | 1.0 | 0.0 | 3.0 | 7.0 | 4 | 0.2 | 1.0 | 66.7 | 0 | 0 | 0.22 | 66.7 | 66.7 |
| Logan Phillips | - | 28 | 15.1 | 3.5 | 2.3 | 0.4 | 0.6 | 0.2 | 0.5 | 3.0 | 3.4 | -49 | -2.5 | -17.7 | 42.4 | 25.8 | 89.5 | -1.46 | 51.9 | 47.1 |
| Kade Caldwell | - | 1 | 8.0 | 3.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 1.0 | - | - | - | 50.0 | 50.0 | 0 | - | 75.0 | 75.0 |
| MJ Leslie | - | 1 | 5.0 | 3.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 2.0 | 1.0 | -90 | -4.1 | -24.8 | 50.0 | 50.0 | 0 | 0.28 | 75.0 | 75.0 |
| Kenyon Holcombe | - | 28 | 12.8 | 2.9 | 2.2 | 0.4 | 0.5 | 0.4 | 0.7 | 2.3 | 3.3 | -58 | -3.4 | -36.8 | 39.1 | 29.4 | 76.9 | -0.21 | 53.0 | 46.9 |
| Jackson Feely | - | 28 | 5.3 | 1.2 | 0.6 | 0.1 | 0.1 | 0.0 | 0.2 | 0.7 | 1.1 | 17 | 1.1 | 10.7 | 50.0 | 52.9 | 50.0 | -0.07 | 70.2 | 72.5 |
| Dirin Birhiray | - | 26 | 3.5 | 1.2 | 0.2 | 0.0 | 0.0 | 0.1 | 0.1 | 1.1 | 0.3 | -4 | -0.3 | -6.1 | 41.4 | 27.3 | 33.3 | -0.49 | 45.2 | 46.6 |
| Liam Canty | - | 28 | 5.0 | 1.1 | 0.7 | 0.0 | 0.2 | 0.1 | 0.2 | 1.2 | 0.6 | -25 | -1.8 | -28.3 | 40.0 | 0.0 | 100.0 | -0.39 | 41.8 | 40.0 |
| Kyler Penco | - | 28 | 4.1 | 0.8 | 0.5 | 0.3 | 0.1 | 0.0 | 0.3 | 0.7 | 0.7 | -9 | -0.9 | -38.1 | 35.0 | 23.1 | 83.3 | -0.85 | 48.6 | 42.5 |
| Mikey Hawkins | - | 22 | 1.5 | 0.8 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5 | 0.4 | - | - | - | 45.5 | 50.0 | 100.0 | - | 63.9 | 50.0 |
| Skyler Kimberlin | - | 27 | 1.1 | 0.5 | 0.3 | 0.0 | 0.0 | 0.1 | 0.1 | 0.3 | 0.6 | -11 | -1.6 | -41.5 | 57.1 | 0 | 62.5 | -0.78 | 61.8 | 57.1 |
| Jake Lapisa | - | 27 | 0.4 | 0.1 | 0.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1 | 0.0 | 5 | 2.5 | 69.0 | 25.0 | 33.3 | 0 | -1.34 | 37.5 | 37.5 |
| Thomas Prado | - | 27 | 0.7 | 0.0 | 0.1 | 0.0 | 0.0 | 0.0 | 0.1 | 0.1 | 0.1 | 1 | 0.2 | 4.0 | 0.0 | 0.0 | 0 | -0.83 | 0.0 | 0.0 |
| Aiden Kimberlin | - | 22 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | - | - | - | 0 | 0 | 0 | - | 0 | 0 |
| Daylon Malone | - | 22 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | - | - | - | 0 | 0 | 0 | - | 0 | 0 |
| Shavaul Butters | - | 13 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | - | - | - | 0 | 0 | 0 | - | 0 | 0 |
| Chris Tippins | - | 15 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | - | - | - | 0 | 0 | 0 | - | 0 | 0 |
| Hobert Grayson | - | 1 | 8.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | -2.0 | 6 | 0.2 | 0.5 | 0.0 | 0.0 | 0 | 1.17 | 0.0 | 0.0 |
| Aidan Lambert | - | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | - | - | - | 0 | 0 | 0 | - | 0 | 0 |
| Devyn Franklin | - | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 85 | 3.4 | 15.2 | 0 | 0 | 0 | 0.28 | 0 | 0 |
| Crew Flowers | - | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | -67 | -2.9 | -51.3 | 0 | 0 | 0 | -0.14 | 0 | 0 |
| Kaden Geddes | - | 1 | 8.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 2.0 | -3.0 | - | - | - | 0.0 | 0.0 | 0 | - | 0.0 | 0.0 |
| Shaun Williams | - | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | -1.0 | -19 | -0.8 | -1.9 | 0.0 | 0 | 0 | 1.07 | 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