Livingstone
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 → | 974 (#224) | - |
| Bradley-Terry Bradley-Terry Static logistic paired-comparison model with one team strength parameter. More → | 920 (#275) | - |
| Margin Margin Linear team-strength model fit on point differential instead of binary wins. More → | -3.3 (#234) | HCA +2.8 |
| Pythagorean Pythagorean Pythagorean win expectation from raw points scored and allowed. More → | 0.203 (#489) | - |
| Efficiency Efficiency Tempo-adjusted efficiency version of Pythagorean ratings. More → | 0.564 (#203) | NetEff +1.9 |
| Adjusted Efficiency Adjusted Efficiency Opponent-adjusted efficiency model with separate offensive and defensive components. More → | 0.275 (#478) | AdjNet -8.4 |
| Log Adjusted Log Adjusted Log-scale adjusted efficiency model that downweights blowout leverage. More → | 0.278 (#479) | AdjNet -8.1 |
| Points Off/Def Points Off/Def Raw points regression with separate offensive and defensive team parameters. More → | 0.371 (#485) | AdjO 65.3 | AdjD 71.0 |
2025 Schedule & Results
| Date | Vs/At | Opponent | Result | Score |
|---|---|---|---|---|
| 2024-11-09 | @ | Mansfield | - | Incomplete score |
| 2024-11-10 | @ | Clarion | - | Incomplete score |
| 2024-11-15 | @ | North Georgia | - | Incomplete score |
| 2024-11-16 | vs | Clayton St. | - | Incomplete score |
| 2024-11-22 | @ | UNC Greensboro | - | Incomplete score |
| 2024-11-23 | vs | King (TN) | - | Incomplete score |
| 2024-11-29 | vs | Lynn | - | Incomplete score |
| 2024-11-30 | @ | Barry | - | Incomplete score |
| 2024-12-07 | vs | Bluefield St. | - | Incomplete score |
| 2024-12-13 | vs | Augusta | - | Incomplete score |
| 2024-12-14 | @ | USC Aiken | - | Incomplete score |
| 2024-12-17 | vs | Virginia Union | - | Incomplete score |
| 2024-12-19 | vs | Bowie St. | - | Incomplete score |
| 2024-12-21 | vs | Lincoln (PA) | - | Incomplete score |
| 2025-01-04 | @ | Young Harris | - | Incomplete score |
| 2025-01-06 | @ | Elizabeth City St. | - | Incomplete score |
| 2025-01-09 | @ | Virginia St. | - | Incomplete score |
| 2025-01-16 | vs | Claflin | - | Incomplete score |
| 2025-01-18 | vs | Shaw | - | Incomplete score |
| 2025-01-21 | @ | Johnson C. Smith | - | Incomplete score |
| 2025-01-28 | @ | Fayetteville St. | - | Incomplete score |
| 2025-02-01 | vs | Winston-Salem | - | Incomplete score |
| 2025-02-05 | @ | Claflin | - | Incomplete score |
| 2025-02-08 | @ | Shaw | - | Incomplete score |
| 2025-02-15 | vs | Fayetteville St. | - | Incomplete score |
| 2025-02-18 | vs | Johnson C. Smith | - | Incomplete score |
| 2025-02-22 | @ | Winston-Salem | - | Incomplete score |
| 2025-02-27 | vs | Bowie St. | - | Incomplete score |
| 2025-03-20 | @ | Johnson C. Smith | - | Incomplete score |
| 2025-03-21 | vs | Virginia Union | - | Incomplete score |
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% |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Katie Sheeler | - | 1 | 37.0 | 19.0 | 6.0 | 2.0 | 3.0 | 0.0 | 4.0 | 17.0 | 9.0 | -126 | -3.2 | -2.9 | 29.4 | 27.3 | 100.0 | -0.94 | 48.4 | 38.2 |
| Danae Ellzy | - | 1 | 32.0 | 18.0 | 2.0 | 0.0 | 2.0 | 0.0 | 6.0 | 15.0 | 1.0 | -6 | -0.2 | -0.3 | 46.7 | 16.7 | 50.0 | 0.03 | 51.0 | 50.0 |
| Morgan Kelson | - | 29 | 31.8 | 13.6 | 9.7 | 1.4 | 1.2 | 0.2 | 2.8 | 11.6 | 11.8 | -18 | -0.7 | -0.7 | 40.5 | 33.3 | 74.6 | 0.08 | 49.8 | 43.5 |
| Kristen Fulford | - | 1 | 35.0 | 13.0 | 6.0 | 1.0 | 3.0 | 0.0 | 1.0 | 9.0 | 13.0 | -25 | -1.0 | -0.9 | 33.3 | 66.7 | 83.3 | 0.07 | 55.8 | 44.4 |
| Thalia Carter | - | 29 | 33.5 | 11.4 | 5.5 | 2.0 | 2.2 | 0.3 | 2.4 | 10.8 | 8.2 | 34 | 1.2 | 1.3 | 38.1 | 17.3 | 74.1 | 0.58 | 46.0 | 40.2 |
| Bria Griffith | - | 26 | 24.1 | 10.0 | 5.9 | 1.4 | 1.2 | 0.5 | 2.5 | 8.8 | 7.7 | 14 | 0.6 | 0.6 | 41.2 | 27.3 | 72.1 | 0.33 | 48.7 | 43.2 |
| Miya Nguyen | - | 1 | 31.0 | 10.0 | 6.0 | 2.0 | 2.0 | 0.0 | 1.0 | 6.0 | 13.0 | - | - | - | 66.7 | 100.0 | 50.0 | - | 72.7 | 75.0 |
| Samiyah Briggs | - | 22 | 20.1 | 9.1 | 2.4 | 0.8 | 1.2 | 0.1 | 2.5 | 8.1 | 3.0 | -9 | -0.5 | -0.7 | 38.8 | 42.9 | 84.4 | -0.0 | 50.6 | 45.5 |
| Sarah Hortin | - | 1 | 28.0 | 8.0 | 15.0 | 2.0 | 0.0 | 3.0 | 3.0 | 8.0 | 17.0 | 23 | 0.8 | 1.0 | 25.0 | 0 | 66.7 | 0.62 | 37.6 | 25.0 |
| Paris Anthony | - | 1 | 27.0 | 7.0 | 5.0 | 0.0 | 1.0 | 0.0 | 1.0 | 10.0 | 2.0 | -22 | -1.0 | -1.3 | 30.0 | 0.0 | 50.0 | -0.01 | 32.2 | 30.0 |
| Boston Bates | - | 29 | 15.9 | 5.4 | 2.5 | 1.0 | 0.8 | 0.1 | 2.4 | 6.4 | 1.1 | -39 | -1.0 | -1.8 | 34.4 | 0.0 | 62.5 | -1.21 | 38.1 | 34.4 |
| Hailey Blackwell | - | 1 | 26.0 | 5.0 | 1.0 | 4.0 | 1.0 | 0.0 | 0.0 | 1.0 | 10.0 | 21 | 0.6 | 0.8 | 100.0 | 0 | 75.0 | 0.18 | 90.6 | 100.0 |
| Nielle Reaves | - | 24 | 12.9 | 4.6 | 2.3 | 1.0 | 0.5 | 0.0 | 1.2 | 4.5 | 2.7 | -66 | -2.3 | -3.4 | 37.6 | 17.1 | 64.7 | 0.09 | 44.8 | 40.8 |
| Ny'asia Green | - | 13 | 18.5 | 4.5 | 2.4 | 1.8 | 1.4 | 0.3 | 1.2 | 5.9 | 3.2 | -56 | -1.4 | -1.7 | 31.2 | 19.4 | 83.3 | 0.08 | 37.0 | 35.1 |
| Ny'Asia Green | - | 16 | 18.3 | 4.4 | 1.7 | 1.6 | 1.1 | 0.2 | 1.2 | 4.3 | 3.4 | -56 | -1.4 | -1.7 | 37.7 | 27.3 | 60.0 | 0.08 | 46.3 | 44.2 |
| Breasia Coit | - | 29 | 12.0 | 4.3 | 3.9 | 0.4 | 0.3 | 0.4 | 1.1 | 4.6 | 3.7 | -67 | -1.7 | -3.1 | 37.9 | 0.0 | 55.8 | -0.26 | 41.1 | 37.9 |
| Taniyah Greene | - | 1 | 15.0 | 4.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 8.0 | -3.0 | 55 | 1.8 | 2.1 | 25.0 | 0 | 0 | 0.17 | 25.0 | 25.0 |
| Jasiyah Crawford | - | 29 | 11.0 | 3.9 | 1.6 | 0.9 | 0.7 | 0.0 | 1.4 | 4.3 | 1.4 | -53 | -1.3 | -2.0 | 34.4 | 30.4 | 62.5 | -0.11 | 42.8 | 41.2 |
| Jay'la Williams | - | 22 | 11.3 | 3.3 | 1.1 | 0.6 | 0.6 | 0.1 | 1.5 | 3.5 | 0.8 | -9 | -0.6 | -1.0 | 28.9 | 27.3 | 92.9 | -0.33 | 43.8 | 38.8 |
| Bruni Martinez | - | 1 | 9.0 | 3.0 | 3.0 | 1.0 | 0.0 | 0.0 | 2.0 | 3.0 | 2.0 | 64 | 1.7 | 2.4 | 33.3 | 0 | 100.0 | 0.72 | 43.6 | 33.3 |
| Karimah Nix | - | 1 | 11.0 | 3.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 2.0 | 2 | 0.1 | 0.2 | 50.0 | 100.0 | 0 | 0.36 | 75.0 | 75.0 |
| Amaya Ray | - | 1 | 3.0 | 2.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 1.0 | 7 | 0.6 | 2.2 | 50.0 | 0 | 0 | -0.11 | 50.0 | 50.0 |
| Maya Gray | - | 28 | 10.0 | 1.5 | 2.0 | 0.4 | 0.5 | 0.1 | 1.3 | 2.5 | 0.7 | -7 | -0.3 | -0.7 | 21.7 | 14.8 | 35.0 | 0.2 | 26.3 | 24.6 |
| Damaria Moree | - | 21 | 3.3 | 1.1 | 0.4 | 0.1 | 0.1 | 0.0 | 0.2 | 1.0 | 0.6 | -89 | -3.6 | -7.7 | 52.4 | 0.0 | 66.7 | -0.2 | 53.8 | 52.4 |
| Rachael Cherrington | - | 26 | 6.4 | 0.9 | 0.8 | 0.5 | 0.6 | 0.0 | 1.0 | 1.3 | 0.4 | -98 | -3.0 | -10.7 | 20.0 | 60.0 | 30.0 | -0.48 | 26.3 | 24.3 |
| Niera Ovalles | - | 22 | 3.6 | 0.3 | 0.4 | 0.1 | 0.2 | 0.0 | 0.2 | 0.7 | 0.1 | -10 | -0.7 | -2.6 | 18.8 | 11.1 | 0.0 | 0.17 | 20.7 | 21.9 |
| Janiya Byrd | - | 9 | 0.2 | 0.2 | 0.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.3 | 0.0 | -21 | -4.2 | -9.9 | 33.3 | 0.0 | 0 | 0.46 | 33.3 | 33.3 |
| Kyonna Kelly | - | 19 | 0.4 | 0.2 | 0.0 | 0.1 | 0.0 | 0.0 | 0.1 | 0.3 | -0.1 | - | - | - | 40.0 | 0.0 | 0 | - | 40.0 | 40.0 |
| Hannah Alexander | - | 1 | 3.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | -15 | -0.7 | -4.3 | 0 | 0 | 0 | -0.29 | 0 | 0 |
| Paley Adams | - | 1 | 3.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | -115 | -4.1 | -9.9 | 0 | 0 | 0 | -0.86 | 0 | 0 |
| Quatazia Johnson | - | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | - | - | - | 0 | 0 | 0 | - | 0 | 0 |
| Kenedee Matthews | - | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 9 | 0.4 | 1.2 | 0 | 0 | 0 | 0.03 | 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