Ashland
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 → | 1045 (#112) | - |
| Bradley-Terry Bradley-Terry Static logistic paired-comparison model with one team strength parameter. More → | 1089 (#88) | - |
| Margin Margin Linear team-strength model fit on point differential instead of binary wins. More → | +28.6 (#5) | HCA +2.7 |
2024 Schedule & Results
| Date | Vs/At | Opponent | Result | Score |
|---|---|---|---|---|
| 2023-11-10 | vs | Wayne St. (MI) | W | 98 - 61 |
| 2023-11-11 | vs | UIndy | W | 97 - 71 |
| 2023-11-17 | @ | Saginaw Valley | W | 62 - 50 |
| 2023-11-19 | @ | Michigan Tech | W | 74 - 67 |
| 2023-11-21 | @ | Northern Mich. | W | 71 - 60 |
| 2023-11-30 | vs | Lake Erie | W | 84 - 38 |
| 2023-12-02 | @ | Walsh | W | 102 - 40 |
| 2023-12-09 | @ | Thomas More | W | 70 - 62 |
| 2023-12-16 | vs | Ferris St. | L | 62 - 66 |
| 2023-12-18 | vs | West Liberty | W | 100 - 68 |
| 2023-12-30 | @ | Davenport | W | 99 - 75 |
| 2024-01-04 | @ | Trevecca Nazarene | W | 72 - 68 |
| 2024-01-06 | @ | Ky. Wesleyan | W | 65 - 47 |
| 2024-01-11 | @ | Tiffin | W | 103 - 62 |
| 2024-01-13 | @ | Findlay | W | 81 - 32 |
| 2024-01-18 | vs | Trevecca Nazarene | W | 82 - 61 |
| 2024-01-20 | vs | Cedarville | W | 88 - 58 |
| 2024-01-25 | vs | Tiffin | W | 62 - 45 |
| 2024-01-31 | vs | Northwood | W | 75 - 47 |
| 2024-02-03 | @ | Lake Erie | W | 92 - 45 |
| 2024-02-08 | vs | Ursuline | W | 85 - 64 |
| 2024-02-10 | vs | Ohio Dominican | W | 101 - 72 |
| 2024-02-15 | vs | Walsh | W | 96 - 56 |
| 2024-02-17 | @ | Hillsdale | W | 90 - 59 |
| 2024-02-22 | vs | Thomas More | W | 86 - 48 |
| 2024-02-24 | @ | Malone | W | 76 - 50 |
| 2024-02-29 | @ | Cedarville | W | 113 - 58 |
| 2024-03-02 | vs | Findlay | W | 72 - 67 |
| 2024-03-05 | vs | Findlay | W | 66 - 44 |
| 2024-03-08 | vs | Thomas More | W | 67 - 56 |
| 2024-03-09 | vs | Trevecca Nazarene | W | 99 - 58 |
| 2024-03-15 | vs | Drury | W | 102 - 65 |
| 2024-03-16 | vs | Ferris St. | L | 59 - 64 |
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% |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Annie Roshak | - | 33 | 23.5 | 15.4 | 6.2 | 1.9 | 1.1 | 0.9 | 1.8 | 10.3 | 13.4 | 78 | 8.7 | 10.8 | 59.3 | 39.5 | 84.9 | 0.91 | 67.5 | 64.3 |
| Zoe Miller | - | 33 | 20.3 | 13.9 | 4.7 | 1.2 | 1.1 | 0.1 | 1.0 | 8.5 | 11.5 | 62 | 6.9 | 9.5 | 61.2 | 41.5 | 69.3 | 0.69 | 68.1 | 66.0 |
| Hayley Smith | - | 33 | 19.0 | 9.8 | 7.8 | 1.6 | 0.8 | 0.5 | 1.3 | 7.0 | 12.1 | 70 | 7.8 | 15.6 | 58.9 | 31.2 | 64.5 | 0.6 | 62.3 | 61.0 |
| Lexi Howe | - | 33 | 20.0 | 8.9 | 3.4 | 2.5 | 1.1 | 0.6 | 1.5 | 7.1 | 8.0 | 29 | 2.4 | 3.0 | 44.6 | 40.6 | 71.0 | 0.13 | 59.4 | 58.2 |
| Savaya Brockington | - | 33 | 21.9 | 7.6 | 3.8 | 3.5 | 1.1 | 0.1 | 1.8 | 6.4 | 7.9 | 79 | 8.8 | 12.3 | 38.1 | 36.9 | 87.1 | 0.88 | 53.1 | 47.1 |
| Macy Spielman | - | 33 | 20.7 | 7.6 | 1.7 | 2.3 | 0.7 | 0.1 | 1.4 | 5.5 | 5.5 | 61 | 6.8 | 8.1 | 51.9 | 25.4 | 76.7 | 0.54 | 59.9 | 56.0 |
| Erin Daniels | - | 33 | 15.0 | 5.2 | 1.9 | 2.1 | 0.5 | 0.1 | 0.9 | 4.1 | 4.7 | 71 | 7.9 | 16.7 | 42.6 | 40.4 | 55.6 | 0.68 | 59.1 | 58.8 |
| Morgan Yoder | - | 33 | 21.0 | 4.2 | 1.8 | 3.2 | 0.8 | 0.1 | 0.9 | 4.0 | 5.2 | 69 | 7.7 | 13.3 | 35.9 | 34.2 | 62.5 | 0.79 | 51.3 | 50.8 |
| Molly Dever | - | 33 | 8.4 | 3.3 | 1.3 | 0.8 | 0.5 | 0.1 | 0.4 | 2.8 | 2.7 | 61 | 6.8 | 37.5 | 41.5 | 37.9 | 85.7 | 0.59 | 56.1 | 54.8 |
| Sarah McKee | - | 32 | 12.4 | 3.1 | 2.0 | 0.7 | 0.4 | 0.7 | 0.5 | 2.3 | 4.2 | 54 | 6.0 | 16.1 | 52.7 | 26.9 | 56.0 | 0.34 | 58.2 | 57.4 |
| Kylie Leibacher | - | 33 | 3.9 | 1.4 | 0.3 | 0.2 | 0.1 | 0.0 | 0.2 | 1.2 | 0.6 | - | - | - | 41.0 | 25.0 | 61.5 | - | 50.3 | 47.4 |
| Gia Casalinova | - | 33 | 2.9 | 1.2 | 0.3 | 0.2 | 0.2 | 0.0 | 0.2 | 0.9 | 0.8 | 16 | 1.2 | 4.9 | 40.0 | 31.6 | 81.8 | 0.2 | 56.0 | 50.0 |
| Katelyn Harabedian | - | 33 | 2.9 | 1.1 | 0.8 | 0.2 | 0.1 | 0.0 | 0.3 | 0.6 | 1.3 | 51 | 3.6 | 8.2 | 57.9 | 57.1 | 61.1 | 0.74 | 68.7 | 68.4 |
| Carly Prows | - | 30 | 1.7 | 0.6 | 0.5 | 0.1 | 0.1 | 0.0 | 0.2 | 0.7 | 0.4 | - | - | - | 40.0 | 25.0 | 33.3 | - | 42.2 | 42.5 |
| Sophia Niese | - | 33 | 2.8 | 0.3 | 0.3 | 0.5 | 0.2 | 0.0 | 0.4 | 0.3 | 0.7 | - | - | - | 40.0 | 50.0 | 0 | - | 50.0 | 50.0 |
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