Williams
Model Outputs
2025-2026
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 → | 1028 (#266) | - |
| Bradley-Terry Bradley-Terry Static logistic paired-comparison model with one team strength parameter. More → | 1116 (#116) | - |
| Bradley-Terry Recency Bradley-Terry Recency Static Bradley-Terry with exponential recency weights on newer games. More → | 960 (#588) | HCA +56 elo |
| Margin Margin Linear team-strength model fit on point differential instead of binary wins. More → | +1.6 (#100) | HCA +2.3 |
| Margin Recency Margin Recency Margin regression with exponential recency weights on newer games. More → | -3.4 (#399) | HCA +3.0 |
| Pythagorean Pythagorean Pythagorean win expectation from raw points scored and allowed. More → | 0.733 (#328) | - |
| Efficiency Efficiency Tempo-adjusted efficiency version of Pythagorean ratings. More → | 0.806 (#21) | NetEff +11.1 |
| Adjusted Efficiency Adjusted Efficiency Opponent-adjusted efficiency model with separate offensive and defensive components. More → | 0.741 (#259) | AdjNet +9.1 |
| Log Adjusted Log Adjusted Log-scale adjusted efficiency model that downweights blowout leverage. More → | 0.744 (#257) | AdjNet +9.1 |
| Points Off/Def Points Off/Def Raw points regression with separate offensive and defensive team parameters. More → | 0.622 (#272) | AdjO 71.0 | AdjD 65.6 |
| Points Off/Def Recency Points Off/Def Recency Off/def points regression with exponential recency weights. More → | 0.539 (#325) | AdjO 66.7 | AdjD 65.0 |
| Core Ensemble Core Ensemble Equal-logit blend of Elo, recency BT, recency margin, log-adjusted pyth, and points off/def. More → | 0.466 (#432) | 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 → | 0.467 (#434) | Blend of Elo, BT, Margin, PythLog, PtsOD |
| Dynamic Bradley-Terry Dynamic Bradley-Terry Time-evolving paired-comparison model with latent team strength drift. More → | 1009 (#354) | RD 100 | GP 22 |
2026 Schedule & Results
| Date | Vs/At | Opponent | Result | Score |
|---|---|---|---|---|
| 2025-11-15 | vs | SUNY Morrisville | W | 89 - 67 |
| 2025-11-16 | vs | Alfred | W | 60 - 53 |
| 2025-11-19 | vs | SUNY Oneonta | W | 79 - 72 |
| 2025-11-22 | @ | Emmanuel (MA) | W | 90 - 77 |
| 2025-11-25 | vs | MCLA | W | 87 - 41 |
| 2025-11-30 | @ | Rhode Island Col. | L | 63 - 70 |
| 2025-12-03 | vs | Vassar | W | 79 - 69 |
| 2025-12-06 | @ | Wesleyan (CT) | L | 54 - 65 |
| 2025-12-19 | vs | Knox | W | 94 - 56 |
| 2025-12-20 | vs | Carleton | W | 73 - 71 |
| 2026-01-03 | vs | Worcester St. | W | 86 - 73 |
| 2026-01-05 | @ | Springfield | W | 65 - 49 |
| 2026-01-09 | vs | Wesleyan (CT) | L | 71 - 84 |
| 2026-01-10 | vs | Trinity (CT) | L | 57 - 73 |
| 2026-01-16 | @ | Tufts | L | 36 - 65 |
| 2026-01-17 | @ | Connecticut Col. | L | 68 - 83 |
| 2026-01-21 | @ | Amherst | L | 45 - 61 |
| 2026-01-24 | @ | Middlebury | L | 73 - 76 |
| 2026-01-27 | vs | SUNY Delhi | W | 78 - 58 |
| 2026-01-30 | @ | Bates | L | 57 - 67 |
| 2026-02-06 | @ | Colby | L | 52 - 64 |
| 2026-02-07 | @ | Bowdoin | L | 56 - 66 |
2026 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% |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Elias Espinosa | - | 1 | 28.0 | 26.0 | 4.0 | 3.0 | 1.0 | 0.0 | 1.0 | 14.0 | 19.0 | -27 | -1.6 | -12.1 | 64.3 | 75.0 | 100.0 | 0.29 | 87.4 | 85.7 |
| Dan Civello | - | 1 | 24.0 | 22.0 | 4.0 | 2.0 | 1.0 | 2.0 | 3.0 | 12.0 | 16.0 | 94 | 4.9 | 36.7 | 75.0 | 80.0 | 0 | 3.88 | 91.7 | 91.7 |
| Ray Cuevas | - | 1 | 33.0 | 21.0 | 4.0 | 2.0 | 2.0 | 0.0 | 1.0 | 17.0 | 11.0 | 20 | 1.2 | 4.8 | 41.2 | 37.5 | 57.1 | 3.49 | 52.3 | 50.0 |
| Brady Coyne | - | 1 | 29.0 | 20.0 | 5.0 | 1.0 | 1.0 | 0.0 | 0.0 | 16.0 | 11.0 | -12 | -0.7 | -4.3 | 37.5 | 22.2 | 85.7 | -0.75 | 52.4 | 43.8 |
| Jackson Rein | - | 18 | 28.8 | 13.4 | 6.1 | 0.8 | 0.9 | 0.4 | 1.3 | 11.2 | 9.1 | -92 | -4.2 | -31.1 | 46.0 | 36.1 | 58.6 | -1.21 | 56.3 | 55.7 |
| Aidan Yates | - | 16 | 30.5 | 13.4 | 4.4 | 1.4 | 0.8 | 0.9 | 0.9 | 10.4 | 9.6 | -58 | -3.1 | -49.6 | 41.9 | 35.2 | 82.2 | -4.18 | 57.5 | 53.3 |
| Alex Lee | - | 1 | 30.1 | 12.0 | 0.0 | 3.0 | 2.0 | 0.0 | 0.0 | 10.0 | 7.0 | -2 | -0.3 | -2.5 | 50.0 | 33.3 | 0 | 0.71 | 60.0 | 60.0 |
| Hudson Hansen | - | 17 | 24.5 | 11.9 | 4.9 | 2.1 | 0.7 | 0.7 | 1.9 | 7.6 | 10.8 | -32 | -1.5 | -11.0 | 52.7 | 44.0 | 74.3 | 0.81 | 62.5 | 57.0 |
| Theo Pow | - | 1 | 31.0 | 10.0 | 9.0 | 3.0 | 2.0 | 0.0 | 2.0 | 6.0 | 16.0 | 67 | 3.9 | 24.7 | 66.7 | 0.0 | 66.7 | 2.31 | 68.3 | 66.7 |
| Greg Cantwell | - | 1 | 30.0 | 9.0 | 8.0 | 5.0 | 0.0 | 0.0 | 1.0 | 12.0 | 9.0 | -7 | -0.4 | -2.9 | 33.3 | 16.7 | 0 | -0.42 | 37.5 | 37.5 |
| Garrett Clar | - | 1 | 28.0 | 9.0 | 3.0 | 5.0 | 1.0 | 0.0 | 1.0 | 4.0 | 13.0 | 5 | 0.3 | 2.8 | 50.0 | 50.0 | 80.0 | -0.56 | 72.6 | 62.5 |
| Mason Dobie | - | 1 | 15.0 | 9.0 | 3.0 | 2.0 | 0.0 | 0.0 | 1.0 | 7.0 | 6.0 | 66 | 3.7 | 68.6 | 57.1 | 0 | 100.0 | 0.03 | 60.5 | 57.1 |
| EJ Sommers | - | 14 | 16.6 | 8.6 | 4.3 | 0.6 | 0.6 | 0.6 | 1.4 | 6.2 | 7.1 | -43 | -2.4 | -32.5 | 46.0 | 26.9 | 71.7 | -0.54 | 55.9 | 50.0 |
| Sam Hinman | - | 1 | 27.0 | 8.0 | 1.0 | 2.0 | 0.0 | 1.0 | 2.0 | 11.0 | -1.0 | 95 | 5.0 | 30.0 | 27.3 | 40.0 | 0 | -1.36 | 36.4 | 36.4 |
| Justas Bardauskas | - | 1 | 22.0 | 8.0 | 10.0 | 0.0 | 1.0 | 1.0 | 1.0 | 3.0 | 16.0 | - | - | - | 66.7 | 100.0 | 60.0 | - | 76.9 | 83.3 |
| Kevin Reeves | - | 1 | 25.0 | 8.0 | 5.0 | 2.0 | 0.0 | 2.0 | 3.0 | 6.0 | 8.0 | 30 | 1.9 | 11.3 | 66.7 | 0 | 0 | 0.23 | 66.7 | 66.7 |
| Peter Psyhogeos | - | 1 | 28.0 | 7.0 | 9.0 | 1.0 | 3.0 | 0.0 | 1.0 | 8.0 | 11.0 | 45 | 2.6 | 19.7 | 25.0 | 100.0 | 66.7 | 1.24 | 37.6 | 31.2 |
| Nate Kwiecinski | - | 1 | 14.0 | 7.0 | 5.0 | 0.0 | 0.0 | 1.0 | 0.0 | 7.0 | 6.0 | 34 | 1.8 | 19.8 | 42.9 | 0.0 | 50.0 | -3.89 | 44.4 | 42.9 |
| Sean O'Leary | - | 1 | 27.0 | 6.0 | 4.0 | 3.0 | 2.0 | 0.0 | 1.0 | 5.0 | 9.0 | 25 | 1.5 | 10.0 | 40.0 | 0.0 | 40.0 | -1.45 | 41.7 | 40.0 |
| Matt DeVine | - | 16 | 14.5 | 5.9 | 0.9 | 0.6 | 0.6 | 0.3 | 0.8 | 4.6 | 2.9 | -56 | -2.5 | -27.7 | 54.8 | 35.5 | 25.0 | -1.82 | 59.3 | 62.3 |
| Onyeraluobu Chibuogwu | - | 12 | 16.8 | 5.8 | 4.5 | 2.8 | 0.6 | 0.1 | 1.8 | 5.1 | 6.8 | -29 | -1.7 | -18.7 | 39.3 | 15.0 | 58.1 | 0.54 | 46.2 | 41.8 |
| Justin Belcher | - | 13 | 20.0 | 4.5 | 4.5 | 3.5 | 1.5 | 0.5 | 2.8 | 4.9 | 6.7 | -25 | -1.8 | -153.1 | 35.9 | 26.9 | 33.3 | -2.75 | 41.1 | 41.4 |
| Babacar Pouye | - | 1 | 20.0 | 4.0 | 5.0 | 1.0 | 0.0 | 1.0 | 0.0 | 11.0 | 0.0 | 6 | 0.4 | 3.6 | 18.2 | 0.0 | 0.0 | -0.88 | 17.5 | 18.2 |
| Matthew Lamy | - | 1 | 21.0 | 4.0 | 3.0 | 0.0 | 0.0 | 0.0 | 1.0 | 2.0 | 4.0 | 79 | 4.6 | 40.4 | 50.0 | 0.0 | 100.0 | -0.21 | 69.4 | 50.0 |
| Solomon Marshall | - | 12 | 9.5 | 3.8 | 1.2 | 1.3 | 0.5 | 0.0 | 0.6 | 3.2 | 3.0 | -25 | -1.9 | -111.3 | 41.0 | 43.8 | 85.7 | -0.96 | 53.5 | 50.0 |
| Dylan Shepherd | - | 17 | 15.4 | 3.6 | 2.5 | 0.6 | 0.8 | 0.4 | 0.4 | 3.8 | 3.8 | -43 | -2.4 | -118.5 | 29.7 | 19.4 | 66.7 | -0.68 | 40.9 | 34.4 |
| Quron Zene | - | 1 | 12.0 | 3.0 | 3.0 | 0.0 | 0.0 | 0.0 | 3.0 | 3.0 | 0.0 | 22 | 2.4 | 93.6 | 33.3 | 50.0 | 0 | -0.83 | 50.0 | 50.0 |
| Aidan Lawlor | - | 1 | 12.0 | 3.0 | 2.0 | 0.0 | 1.0 | 0.0 | 1.0 | 4.0 | 1.0 | 42 | 4.7 | 26.5 | 25.0 | 0.0 | 100.0 | 2.75 | 33.8 | 25.0 |
| Ben Leach | - | 1 | 5.0 | 3.0 | 3.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 4.0 | -11 | -1.4 | -25.0 | 100.0 | 0 | 50.0 | 0.9 | 79.8 | 100.0 |
| Sammy Cooley | - | 14 | 19.3 | 2.4 | 2.2 | 1.1 | 0.5 | 0.1 | 0.7 | 2.4 | 3.2 | -88 | -5.5 | -90.6 | 33.3 | 18.8 | 47.1 | -0.79 | 40.8 | 37.9 |
| Isiaha Dickens | - | 17 | 13.4 | 2.4 | 1.9 | 1.3 | 0.2 | 0.1 | 0.8 | 2.4 | 2.5 | -12 | -0.6 | -13.1 | 43.9 | 27.3 | 50.0 | 0.96 | 47.8 | 47.6 |
| Wes Gudeman | - | 7 | 4.7 | 2.3 | 1.4 | 0.3 | 0.1 | 0.0 | 0.3 | 1.7 | 2.1 | 1 | 0.1 | 1.3 | 66.7 | 0.0 | 0 | 2.19 | 66.7 | 66.7 |
| Max Poulton | - | 1 | 30.0 | 2.0 | 5.0 | 4.0 | 1.0 | 1.0 | 1.0 | 6.0 | 6.0 | 150 | 7.9 | 47.1 | 16.7 | 0.0 | 0 | 0.62 | 16.7 | 16.7 |
| Savion Stroud | - | 1 | 25.0 | 2.0 | 4.0 | 1.0 | 1.0 | 0.0 | 4.0 | 4.0 | 0.0 | 101 | 5.3 | 32.2 | 25.0 | 0 | 0 | -0.67 | 25.0 | 25.0 |
| Nolan Bessire | - | 1 | 20.0 | 2.0 | 5.0 | 1.0 | 0.0 | 1.0 | 1.0 | 3.0 | 5.0 | -19 | -1.4 | -6.8 | 33.3 | 0 | 0.0 | -1.0 | 29.1 | 33.3 |
| Ty Kuehl | - | 9 | 4.0 | 1.3 | 0.7 | 0.2 | 0.2 | 0.0 | 0.3 | 1.3 | 0.8 | -10 | -0.9 | -35.6 | 33.3 | 20.0 | 40.0 | 1.48 | 42.3 | 41.7 |
| Matthew Nachamkin | - | 11 | 5.5 | 0.8 | 0.8 | 0.3 | 0.0 | 0.0 | 0.1 | 1.7 | 0.1 | -15 | -1.2 | -99.2 | 15.8 | 20.0 | 0 | 1.18 | 23.7 | 23.7 |
| Khalil Carlson | - | 3 | 2.1 | 0.7 | 0.7 | 0.3 | 0.0 | 0.0 | 0.0 | 0.7 | 1.0 | -1 | -0.3 | -37.5 | 50.0 | 0 | 0 | 0.14 | 50.0 | 50.0 |
| Tyler Van Gorp | - | 7 | 3.4 | 0.6 | 0.7 | 0.0 | 0.0 | 0.3 | 0.3 | 0.7 | 0.6 | -3 | -0.4 | -112.5 | 40.0 | 0.0 | 0.0 | 0.14 | 31.6 | 40.0 |
| Chiwer Mayen | - | 1 | 8.0 | 0.0 | 2.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 2.0 | 11 | 0.6 | 13.1 | 0 | 0 | 0 | -1.18 | 0 | 0 |
| Jack Gatjanis | - | 1 | 5.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | -1.0 | -35 | -2.7 | -110.5 | 0.0 | 0.0 | 0 | -0.76 | 0.0 | 0.0 |
| Mitch Humphrey | - | 1 | 8.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 34 | 2.0 | 59.6 | 0.0 | 0.0 | 0 | 0.88 | 0.0 | 0.0 |
| Will Logue | - | 1 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | -1.0 | -3 | -3.0 | -175.6 | 0.0 | 0 | 0 | -0.65 | 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