Ella Mahaffey
Team: Colgate Raiders
Position: G
Season Averages β 2025-2026
ESPN Β· NCAAW Β· completed source game rows, all recorded phases (including special games). Coverage reflects stored source games. Source phase breakdown: 20 unknown phase. These are not regular-season totals.
| GP | MPG | PPG | RPG | APG | SPG | BPG | TO | FGA | Numbers | FG% | 3P% | FT% |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 20 | 6.3 | 1.3 | 0.5 | 0.1 | 0.2 | 0.0 | 0.3 | 1.9 | -0.1 | 24.3% | 24.2% | - |
Plus/minus sample β 2025-2026: 19 games, 111.8 minutes, 358.5 possessions. Other models may cover a different set of games.
Advanced Stats
Legacy model artifacts; separate from the counting cohort. Model output season: 2025-2026. Plus/minus scope: 19 games.
| RAPM | Rank | Minutes | Possessions | Model PM | Model PM/G | Model PM/40 |
|---|---|---|---|---|---|---|
| -0.41 | 1893 | 111 | 358 | -17 | -0.9 | -6.1 |
RAPM = Regularized Adjusted Plus-Minus (points per 100 possessions above average)
Model Outputs β 2025-2026
CatalogOutput is shown as model rating with league rank in parentheses when available.
| Model | Output | Notes |
|---|---|---|
| RAPM Overall RAPM Overall Single-parameter regularized adjusted plus-minus estimate. More β | -0.41 (#1893) | SE 3.42 | Poss 359 |
| RAPM Off/Def RAPM Off/Def Simultaneous offensive and defensive RAPM decomposition. More β | -0.41 (#1893) | Off -0.52 | Def +0.11 |
| Plus/Minus Rate Plus/Minus Rate Raw plus/minus rate baseline per 100 possessions. More β | -4.74 (#2569) | PM/G -0.9 | PM/40 -6.1 |
| Player Vector 2D Player Vector 2D Low-dimensional player embedding model with lineup composition and interaction effects. More β | 4.690 (#1516) | Vec (+3.27, +0.25) | Norm 3.28 |
| Points For Elo Points For Elo Online player rating for contribution to team scoring rate. More β | -0.59 (#3009) | Pts For -0.59 | Prevent +0.17 | Net -0.43 | Min 79 |
| Points Prevention Elo Points Prevention Elo Online player rating for suppressing the opponent's scoring rate. More β | +0.17 (#2102) | Pts For -0.59 | Prevent +0.17 | Net -0.43 | Min 79 |
| Points Net Elo Points Net Elo Net point-differential event Elo from points created plus points prevented. More β | -0.43 (#2666) | Pts For -0.59 | Prevent +0.17 | Net -0.43 | Min 79 |
| Rebounds For Elo Rebounds For Elo superseded Online player rating for contribution to team rebound rate. More β | +0.07 (#2029) | Reb For +0.07 | Prevent -0.17 | Net -0.09 | Min 79 |
| Rebound Prevention Elo Rebound Prevention Elo superseded Online player rating for suppressing the opponent's rebound rate. More β | -0.17 (#2889) | Reb For +0.07 | Prevent -0.17 | Net -0.09 | Min 79 |
| Offensive Rebounds For Elo Offensive Rebounds For Elo superseded Online player rating for contribution to own-team offensive rebounds. More β | +0.01 (#2156) | OReb For +0.01 | Prevent +0.05 | Net +0.06 | Min 79 |
| Offensive Rebound Prevention Elo Offensive Rebound Prevention Elo superseded Online player rating for preventing opponent offensive rebounds. More β | +0.05 (#2090) | OReb For +0.01 | Prevent +0.05 | Net +0.06 | Min 79 |
| Offensive Rebound Net Elo Offensive Rebound Net Elo superseded Net offensive-rebound event Elo from second chances created plus denied. More β | +0.06 (#2043) | OReb For +0.01 | Prevent +0.05 | Net +0.06 | Min 79 |
| Defensive Rebounds For Elo Defensive Rebounds For Elo superseded Online player rating for contribution to own-team defensive rebounds. More β | +0.06 (#1872) | DReb For +0.06 | Prevent -0.22 | Net -0.16 | Min 79 |
| Defensive Rebound Prevention Elo Defensive Rebound Prevention Elo superseded Online player rating for suppressing opponent defensive rebounds. More β | -0.22 (#3125) | DReb For +0.06 | Prevent -0.22 | Net -0.16 | Min 79 |
| Defensive Rebound Net Elo Defensive Rebound Net Elo superseded Net defensive-rebound event Elo from defensive boards created plus denied. More β | -0.16 (#2723) | DReb For +0.06 | Prevent -0.22 | Net -0.16 | Min 79 |
| Rebound Margin Elo Rebound Margin Elo superseded Net rebound-margin event Elo from rebounds created plus rebounds prevented. More β | -0.09 (#2530) | Reb For +0.07 | Prevent -0.17 | Net -0.09 | Min 79 |
| Assists For Elo Assists For Elo Online player rating for contribution to team assist rate. More β | -0.10 (#2481) | Ast For -0.10 | Prevent +0.00 | Net -0.09 | Min 79 |
| Assist Prevention Elo Assist Prevention Elo Online player rating for suppressing the opponent's assist rate. More β | +0.00 (#2363) | Ast For -0.10 | Prevent +0.00 | Net -0.09 | Min 79 |
| Assists Net Elo Assists Net Elo Net assist event Elo from assisted creation plus assisted-shot prevention. More β | -0.09 (#2504) | Ast For -0.10 | Prevent +0.00 | Net -0.09 | Min 79 |
| Threes For Elo Threes For Elo Online player rating for contribution to team made-threes rate. More β | -0.10 (#2761) | 3PM For -0.10 | Prevent +0.03 | Net -0.06 | Min 79 |
| Three Prevention Elo Three Prevention Elo Online player rating for suppressing the opponent's made-threes rate. More β | +0.03 (#1929) | 3PM For -0.10 | Prevent +0.03 | Net -0.06 | Min 79 |
| Threes Net Elo Threes Net Elo Net made-three event Elo from threes created plus threes prevented. More β | -0.06 (#2478) | 3PM For -0.10 | Prevent +0.03 | Net -0.06 | Min 79 |
| Stocks For Elo Stocks For Elo Online player rating for contribution to team steals-plus-blocks rate. More β | -0.07 (#2537) | Stocks For -0.07 | Prevent -0.03 | Net -0.10 | Min 79 |
| Stocks Prevention Elo Stocks Prevention Elo Online player rating for suppressing opponent stocks. More β | -0.03 (#2461) | Stocks For -0.07 | Prevent -0.03 | Net -0.10 | Min 79 |
| Stocks Net Elo Stocks Net Elo Net stocks event Elo from stocks created plus stocks denied. More β | -0.10 (#2509) | Stocks For -0.07 | Prevent -0.03 | Net -0.10 | Min 79 |
| Ball Security Elo Ball Security Elo Online player rating for keeping own-team turnovers down. More β | +0.00 (#2204) | TOV For +0.00 | Prevent -0.02 | Net -0.02 | Min 79 |
| Turnover Force Elo Turnover Force Elo Online player rating for forcing opponent turnovers. More β | -0.02 (#2169) | TOV For +0.00 | Prevent -0.02 | Net -0.02 | Min 79 |
| Turnover Margin Elo Turnover Margin Elo Net turnover event Elo from ball security plus turnover force. More β | -0.02 (#2162) | TOV For +0.00 | Prevent -0.02 | Net -0.02 | Min 79 |
Shot Chart β 2025-2026
9/37 FG (24.3%), 26 points from the field Β· ESPN shot locations Β· compared with the 2025-2026 league average
| Zone | FGM | FGA | FG% | League FG% | +/- | % of FGA |
|---|---|---|---|---|---|---|
| Restricted area | 0 | 0 | - | 58.6 | - | 0.0 |
| Paint (non-RA) | 0 | 0 | - | 40.9 | - | 0.0 |
| Mid-range left | 1 | 2 | 50.0 | 32.4 | +17.6 | 5.4 |
| Mid-range center | 0 | 2 | 0.0 | 35.8 | -35.8 | 5.4 |
| Mid-range right | 0 | 0 | - | 31.8 | - | 0.0 |
| Left corner 3 | 1 | 6 | 16.7 | 33.0 | -16.3 | 16.2 |
| Right corner 3 | 1 | 5 | 20.0 | 32.6 | -12.6 | 13.5 |
| Above-break 3 left | 3 | 11 | 27.3 | 30.7 | -3.4 | 29.7 |
| Above-break 3 center | 1 | 6 | 16.7 | 30.4 | -13.7 | 16.2 |
| Above-break 3 right | 2 | 5 | 40.0 | 30.9 | +9.1 | 13.5 |
Career Stats
ESPN Β· NCAAW Β· completed source game rows, all recorded phases (including special games). Coverage reflects stored source games. Source phase breakdown: 20 unknown phase. These are not regular-season totals. Other career leagues are available through the league links above.
| Season | League | Team | GP | MIN | PTS | REB | AST | STL | BLK | TO | FGA | Numbers | FG% | 3P% | FT% | TS% | eFG% |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2025-2026 | NCAAW | Colgate Raiders | 20 | 6.3 | 1.3 | 0.5 | 0.1 | 0.2 | 0.0 | 0.3 | 1.9 | -0.1 | 24.3% | 24.2% | - | 35.1 | 35.1 |
| 2024-2025 | NCAAW | Colgate Raiders | 9 | 4.8 | 1.4 | 0.9 | 0.2 | 0.0 | 0.1 | 0.1 | 1.9 | 0.7 | 29.4% | 23.1% | - | 38.2 | 38.2 |
Advanced: Numbers = PTS+REB+AST+STL+BLK-TO-FGA, TS% = True Shooting, eFG% = Effective FG
Game Log
ESPN Β· NCAAW Β· completed source game rows, all recorded phases (including special games). Coverage reflects stored source games. Source phase breakdown: 20 unknown phase. These are not regular-season totals.
| Date | Vs/At | Opponent | Result | Score | MIN | FG | 3PT | FT | REB | AST | STL | BLK | TO | PTS | Numbers | RAPM GS |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2026-03-09 | @ | Holy Cross Crusaders | L | 36-72 | 1 | 0-0 | 0-0 | 0-0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | - |
| 2026-03-04 | @ | Lafayette Leopards | L | 55-66 | 1 | 0-0 | 0-0 | 0-0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | - |
| 2026-02-28 | vs | Navy Midshipmen | L | 63-73 | 1 | 0-0 | 0-0 | 0-0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | - |
| 2026-02-22 | @ | Loyola Maryland Grey | L | 49-58 | 1 | 0-0 | 0-0 | 0-0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | - |
| 2026-02-14 | @ | Navy Midshipmen | L | 38-66 | 5 | 1-1 | 0-0 | 0-0 | 0 | 0 | 0 | 0 | 0 | 2 | 1.0 | - |
| 2026-02-11 | vs | Holy Cross Crusaders | L | 64-75 | 0 | 1-1 | 1-1 | 0-0 | 0 | 0 | 0 | 0 | 0 | 3 | 2.0 | - |
| 2026-02-04 | @ | Army Black Knights | L | 35-59 | 5 | 0-1 | 0-1 | 0-0 | 2 | 0 | 0 | 0 | 0 | 0 | 1.0 | - |
| 2026-01-21 | vs | American University | L | 41-44 | 13 | 1-5 | 1-5 | 0-0 | 1 | 0 | 0 | 0 | 1 | 3 | -2.0 | - |
| 2026-01-17 | @ | Bucknell Bison | L | 43-46 | 16 | 1-4 | 1-3 | 0-0 | 1 | 0 | 0 | 0 | 1 | 3 | -1.0 | - |
| 2026-01-10 | @ | Lehigh Mountain Hawk | L | 45-64 | 1 | 0-0 | 0-0 | 0-0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | - |
| 2026-01-03 | vs | Army Black Knights | L | 49-81 | 3 | 0-1 | 0-1 | 0-0 | 0 | 0 | 0 | 0 | 0 | 0 | -1.0 | - |
| 2025-12-20 | @ | Binghamton Bearcats | L | 54-82 | 3 | 0-1 | 0-1 | 0-0 | 1 | 0 | 0 | 0 | 1 | 0 | -1.0 | - |
| 2025-12-10 | @ | Syracuse Orange | L | 42-88 | 34 | 2-9 | 2-8 | 0-0 | 3 | 2 | 1 | 0 | 1 | 6 | 2.0 | - |
| 2025-12-08 | vs | UAlbany Great Danes | L | 41-55 | 5 | 0-0 | 0-0 | 0-0 | 0 | 0 | 1 | 0 | 0 | 0 | 1.0 | - |
| 2025-12-05 | vs | Delaware Blue Hens | L | 64-70 | 6 | 0-3 | 0-3 | 0-0 | 0 | 0 | 1 | 0 | 1 | 0 | -3.0 | - |
| 2025-11-29 | @ | UC Irvine Anteaters | L | 48-82 | 8 | 0-5 | 0-5 | 0-0 | 0 | 0 | 0 | 0 | 1 | 0 | -6.0 | - |
| 2025-11-28 | vs | Idaho Vandals | L | 53-82 | 9 | 1-1 | 1-1 | 0-0 | 0 | 0 | 1 | 0 | 0 | 3 | 3.0 | - |
| 2025-11-23 | @ | Quinnipiac Bobcats | L | 50-77 | 6 | 0-0 | 0-0 | 0-0 | 0 | 1 | 0 | 0 | 0 | 0 | 1.0 | - |
| 2025-11-10 | vs | New Hampshire Wildca | W | 89-79 | 0 | 1-1 | 1-1 | 0-0 | 0 | 0 | 0 | 0 | 0 | 3 | 2.0 | - |
| 2025-11-07 | vs | Ithaca Bombers | W | 66-45 | 9 | 1-4 | 1-3 | 0-0 | 1 | 0 | 0 | 0 | 1 | 3 | -1.0 | - |