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 → | 1027 (#180) | - |
| Bradley-Terry Bradley-Terry Static logistic paired-comparison model with one team strength parameter. More → | 1039 (#191) | - |
| Margin Margin Linear team-strength model fit on point differential instead of binary wins. More → | +5.9 (#122) | HCA +2.4 |
| Pythagorean Pythagorean Pythagorean win expectation from raw points scored and allowed. More → | 0.586 (#414) | - |
| Efficiency Efficiency Tempo-adjusted efficiency version of Pythagorean ratings. More → | 0.423 (#265) | NetEff -2.4 |
| Adjusted Efficiency Adjusted Efficiency Opponent-adjusted efficiency model with separate offensive and defensive components. More → | 0.849 (#241) | AdjNet +15.0 |
| Log Adjusted Log Adjusted Log-scale adjusted efficiency model that downweights blowout leverage. More → | 0.852 (#241) | AdjNet +14.8 |
| Points Off/Def Points Off/Def Raw points regression with separate offensive and defensive team parameters. More → | 0.679 (#252) | AdjO 68.8 | AdjD 60.5 |
2025 Schedule & Results
| Date | Vs/At | Opponent | Result | Score |
|---|---|---|---|---|
| 2024-11-08 | @ | NYU | L | 39 - 80 |
| 2024-11-09 | vs | Swarthmore | W | 56 - 48 |
| 2024-11-15 | @ | Bridgewater St. | L | 61 - 70 |
| 2024-11-19 | @ | Emmanuel (MA) | W | 71 - 61 |
| 2024-11-22 | @ | Rhode Island Col. | L | 62 - 69 |
| 2024-11-23 | vs | Bates | L | 50 - 76 |
| 2024-12-03 | @ | Brandeis | L | 59 - 67 |
| 2024-12-05 | vs | Tufts | L | 60 - 66 |
| 2024-12-10 | vs | Smith | L | 47 - 71 |
| 2024-12-30 | vs | Endicott | L | 61 - 75 |
| 2025-01-02 | vs | Regis (MA) | W | 73 - 40 |
| 2025-01-04 | vs | Colby | W | 68 - 63 |
| 2025-01-07 | @ | Middlebury | L | 56 - 62 |
| 2025-01-14 | vs | Trinity (CT) | L | 64 - 70 |
| 2025-01-18 | @ | Springfield | W | 67 - 42 |
| 2025-01-22 | vs | Clark (MA) | W | 70 - 62 |
| 2025-01-25 | vs | WPI | W | 56 - 50 |
| 2025-01-29 | @ | Wellesley | W | 59 - 52 |
| 2025-02-01 | @ | Mount Holyoke | W | 81 - 39 |
| 2025-02-05 | vs | Emerson | L | 72 - 82 |
| 2025-02-08 | vs | Coast Guard | W | 88 - 79 |
| 2025-02-12 | @ | Babson | L | 79 - 84 |
| 2025-02-15 | @ | Smith | L | 38 - 77 |
| 2025-02-19 | vs | Wheaton (MA) | W | 67 - 56 |
| 2025-02-22 | vs | Salve Regina | L | 61 - 82 |
| 2025-02-26 | @ | Springfield | W | 70 - 65 |
| 2025-02-28 | vs | WPI | W | 60 - 33 |
| 2025-03-02 | @ | Smith | L | 66 - 79 |
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% |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Kamsi Nwogu | - | 27 | 25.4 | 14.8 | 6.7 | 1.1 | 1.5 | 0.9 | 3.0 | 9.9 | 12.1 | 47 | 2.0 | 2.5 | 59.8 | 30.4 | 72.1 | 0.69 | 64.2 | 61.1 |
| Angie Choi | - | 22 | 27.7 | 12.1 | 4.0 | 2.5 | 1.5 | 0.0 | 2.4 | 10.4 | 7.5 | 0 | 0.0 | 0.0 | 39.0 | 34.1 | 75.3 | 0.15 | 51.0 | 45.8 |
| Elise Harvey | - | 27 | 27.1 | 9.2 | 5.1 | 1.0 | 0.9 | 0.6 | 2.4 | 9.0 | 5.4 | 3 | 0.1 | 0.1 | 37.2 | 33.8 | 74.1 | 0.05 | 46.4 | 42.4 |
| Sarah Berman | - | 28 | 23.0 | 5.8 | 2.5 | 1.2 | 0.9 | 0.1 | 1.1 | 6.2 | 3.1 | 58 | 2.1 | 3.4 | 28.9 | 29.4 | 79.2 | 0.7 | 43.9 | 41.0 |
| Alice Hall | - | 28 | 24.8 | 5.6 | 5.3 | 1.2 | 0.8 | 1.1 | 1.2 | 5.5 | 7.3 | 58 | 2.1 | 3.4 | 44.4 | 0 | 58.8 | 0.69 | 46.4 | 44.4 |
| Brianna Lebrun | - | 18 | 11.4 | 4.3 | 2.4 | 0.3 | 0.2 | 0.3 | 0.3 | 4.1 | 3.2 | 42 | 1.8 | 4.2 | 39.2 | 0 | 64.5 | 0.5 | 44.5 | 39.2 |
| Kaya Weiser | - | 28 | 14.1 | 4.2 | 1.8 | 0.9 | 0.6 | 0.0 | 1.2 | 4.8 | 1.4 | 26 | 1.0 | 1.7 | 28.1 | 25.9 | 72.4 | 0.32 | 40.3 | 36.3 |
| Libi Matityahoo | - | 22 | 10.3 | 3.5 | 2.5 | 0.3 | 0.1 | 0.3 | 1.7 | 3.8 | 1.2 | -18 | -1.0 | -2.3 | 35.7 | 32.0 | 52.6 | -0.16 | 42.2 | 40.5 |
| Deana Prasad | - | 25 | 13.4 | 3.0 | 1.3 | 1.0 | 0.5 | 0.3 | 1.0 | 4.2 | 1.0 | -27 | -1.0 | -2.2 | 29.8 | 31.2 | 33.3 | -0.24 | 34.8 | 34.6 |
| April Chan | - | 28 | 15.4 | 2.3 | 2.3 | 0.8 | 0.6 | 0.1 | 1.3 | 3.5 | 1.3 | 39 | 1.2 | 2.1 | 24.2 | 23.8 | 40.0 | 0.44 | 29.0 | 26.8 |
| Olivia Joseph | - | 10 | 6.5 | 1.5 | 1.1 | 0.2 | 0.5 | 0.0 | 0.3 | 2.3 | 0.7 | -22 | -1.8 | -3.2 | 26.1 | 0.0 | 75.0 | -0.37 | 30.3 | 26.1 |
| Rachael Zacks | - | 22 | 4.5 | 1.2 | 1.5 | 0.3 | 0.0 | 0.0 | 0.5 | 1.5 | 1.0 | -6 | -0.3 | -0.9 | 21.2 | 30.8 | 57.1 | 0.07 | 33.2 | 27.3 |
| Clarice Borges | - | 9 | 3.4 | 1.1 | 0.7 | 0.2 | 0.0 | 0.2 | 0.4 | 1.2 | 0.6 | - | - | - | 45.5 | 0.0 | 0 | 0.32 | 45.5 | 45.5 |
| Sydney Baller | - | 27 | 5.4 | 1.0 | 1.0 | 0.3 | 0.1 | 0.1 | 0.3 | 0.9 | 1.3 | -11 | -0.6 | -2.2 | 36.0 | 0.0 | 75.0 | -0.24 | 44.6 | 36.0 |
| Mariam Abdelbarr | - | 26 | 4.8 | 0.9 | 0.9 | 0.2 | 0.1 | 0.1 | 0.8 | 1.2 | 0.3 | -13 | -0.6 | -1.7 | 22.6 | 20.0 | 80.0 | -0.2 | 32.5 | 24.2 |
| Kaitlin Tam | - | 26 | 4.5 | 0.5 | 0.6 | 0.2 | 0.1 | 0.0 | 0.6 | 1.0 | -0.2 | 43 | 2.3 | 8.8 | 16.0 | 21.4 | 25.0 | 0.6 | 22.4 | 22.0 |
| Jordyn Toler | - | 7 | 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