Ainaya Williams
Team: UMBC Retrievers
Position: F
Season Averages — 2025-2026
ESPN · NCAAW · completed source game rows, all recorded phases (including special games). Coverage reflects stored source games. Source phase breakdown: 32 unknown phase. These are not regular-season totals.
| GP | MPG | PPG | RPG | APG | SPG | BPG | TO | FGA | Numbers | FG% | 3P% | FT% |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | 21.8 | 5.6 | 4.6 | 0.3 | 1.3 | 0.2 | 1.2 | 4.6 | 6.3 | 48.6% | - | 61.7% |
Plus/minus sample — 2025-2026: 19 games, 371.4 minutes, 1133.0 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 |
|---|---|---|---|---|---|---|
| -0.56 | 3444 | 692 | 2055 | -22 | -1.2 | -2.4 |
RAPM = Regularized Adjusted Plus-Minus (points per 100 possessions above average)
Model Outputs — 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 → | -0.56 (#3444) | - |
| RAPM Off/Def RAPM Off/Def Simultaneous offensive and defensive RAPM decomposition. More → | -0.56 (#3444) | - |
| Plus/Minus Rate Plus/Minus Rate Raw plus/minus rate baseline per 100 possessions. More → | -1.94 (#3376) | PM/G -1.2 | PM/40 -2.4 |
| Player Vector 2D Player Vector 2D Low-dimensional player embedding model with lineup composition and interaction effects. More → | 9.515 (#233) | Vec (+5.96, +2.40) | Norm 6.42 |
Shot Chart — 2025-2026
71/146 FG (48.6%), 142 points from the field · ESPN shot locations · compared with the 2025-2026 league average
| Zone | FGM | FGA | FG% | League FG% | +/- | % of FGA |
|---|---|---|---|---|---|---|
| Restricted area | 34 | 46 | 73.9 | 58.6 | +15.3 | 31.5 |
| Paint (non-RA) | 37 | 97 | 38.1 | 40.9 | -2.8 | 66.4 |
| Mid-range left | 0 | 1 | 0.0 | 32.4 | -32.4 | 0.7 |
| Mid-range center | 0 | 1 | 0.0 | 35.8 | -35.8 | 0.7 |
| Mid-range right | 0 | 1 | 0.0 | 31.8 | -31.8 | 0.7 |
| Left corner 3 | 0 | 0 | - | 33.0 | - | 0.0 |
| Right corner 3 | 0 | 0 | - | 32.6 | - | 0.0 |
| Above-break 3 left | 0 | 0 | - | 30.7 | - | 0.0 |
| Above-break 3 center | 0 | 0 | - | 30.4 | - | 0.0 |
| Above-break 3 right | 0 | 0 | - | 30.9 | - | 0.0 |
Career Stats
ESPN · NCAAW · completed source game rows, all recorded phases (including special games). Coverage reflects stored source games. Source phase breakdown: 32 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 | UMBC Retrievers | 32 | 21.8 | 5.6 | 4.6 | 0.3 | 1.3 | 0.2 | 1.2 | 4.6 | 6.3 | 48.6% | - | 61.7% | 51.9 | 48.6 |
| 2024-2025 | NCAAW | UMBC Retrievers | 27 | 12.3 | 2.9 | 3.5 | 0.3 | 0.5 | 0.1 | 1.1 | 2.5 | 3.6 | 52.9% | - | 29.4% | 51.0 | 52.9 |
| 2023-2024 | NCAAW | Idaho State Bengals | 6 | 3.2 | 0.5 | 0.5 | 0.0 | 0.0 | 0.0 | 0.5 | 0.3 | 0.2 | 50.0% | - | 50.0% | 52.1 | 50.0 |
Advanced: Numbers = PTS+REB+AST+STL+BLK-TO-FGA, TS% = True Shooting, eFG% = Effective FG
Game Log
ESPN · NCAAW · completed source game rows, all recorded phases (including special games). Coverage reflects stored source games. Source phase breakdown: 32 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2026-03-23 | @ | Marshall Thundering | L | 53-66 | 18 | 1-4 | 0-0 | 0-0 | 3 | 0 | 2 | 0 | 1 | 2 | 2.0 | - |
| 2026-03-19 | @ | Ohio Bobcats | W | 62-58 | 20 | 1-4 | 0-0 | 3-4 | 5 | 1 | 2 | 0 | 1 | 5 | 8.0 | - |
| 2026-03-09 | @ | Vermont Catamounts | L | 65-68 | 36 | 3-10 | 0-0 | 0-0 | 4 | 0 | 2 | 0 | 1 | 6 | 1.0 | - |
| 2026-03-05 | vs | NJIT Highlanders | W | 66-65 | 30 | 6-8 | 0-0 | 0-5 | 5 | 0 | 0 | 0 | 0 | 12 | 9.0 | - |
| 2026-02-28 | vs | UMass Lowell River H | W | 66-43 | 10 | 0-1 | 0-0 | 0-2 | 2 | 0 | 0 | 0 | 2 | 0 | -1.0 | - |
| 2026-02-26 | @ | Bryant Bulldogs | W | 65-59 | 33 | 3-7 | 0-0 | 2-3 | 6 | 0 | 3 | 1 | 2 | 8 | 9.0 | - |
| 2026-02-21 | @ | UAlbany Great Danes | L | 63-69 | 34 | 2-2 | 0-0 | 4-5 | 3 | 0 | 2 | 0 | 1 | 8 | 10.0 | - |
| 2026-02-19 | @ | Vermont Catamounts | W | 46-44 | 24 | 1-2 | 0-0 | 0-0 | 9 | 0 | 0 | 1 | 1 | 2 | 9.0 | - |
| 2026-02-14 | vs | New Hampshire Wildca | W | 61-44 | 19 | 0-1 | 0-0 | 2-4 | 6 | 1 | 1 | 0 | 0 | 2 | 9.0 | - |
| 2026-02-12 | vs | Maine Black Bears | L | 55-56 | 15 | 1-3 | 0-0 | 0-0 | 5 | 0 | 0 | 0 | 3 | 2 | 1.0 | - |
| 2026-02-05 | @ | Binghamton Bearcats | L | 59-73 | 17 | 1-2 | 0-0 | 0-0 | 1 | 0 | 0 | 0 | 2 | 2 | -1.0 | - |
| 2026-01-31 | vs | UAlbany Great Danes | W | 55-46 | 36 | 3-6 | 0-0 | 2-2 | 5 | 0 | 4 | 0 | 0 | 8 | 11.0 | - |
| 2026-01-29 | vs | Vermont Catamounts | L | 47-69 | 16 | 0-3 | 0-0 | 3-4 | 5 | 2 | 0 | 0 | 2 | 3 | 5.0 | - |
| 2026-01-24 | @ | UMass Lowell River H | W | 75-52 | 16 | 4-5 | 0-0 | 2-2 | 2 | 2 | 2 | 1 | 0 | 10 | 12.0 | - |
| 2026-01-22 | @ | NJIT Highlanders | W | 52-51 | 25 | 3-7 | 0-0 | 1-4 | 7 | 0 | 2 | 1 | 2 | 7 | 8.0 | - |
| 2026-01-17 | vs | Binghamton Bearcats | W | 64-58 | 26 | 3-5 | 0-0 | 4-4 | 8 | 0 | 0 | 0 | 2 | 10 | 11.0 | - |
| 2026-01-15 | vs | Bryant Bulldogs | W | 55-47 | 19 | 4-6 | 0-0 | 4-5 | 3 | 0 | 1 | 0 | 2 | 12 | 8.0 | - |
| 2026-01-10 | @ | New Hampshire Wildca | W | 58-47 | 18 | 3-4 | 0-0 | 2-2 | 1 | 0 | 1 | 0 | 0 | 8 | 6.0 | - |
| 2026-01-08 | @ | Maine Black Bears | L | 43-58 | 16 | 2-6 | 0-0 | 0-0 | 3 | 0 | 1 | 0 | 1 | 4 | 1.0 | - |
| 2026-01-01 | vs | NJIT Highlanders | L | 75-80 | 27 | 2-3 | 0-0 | 0-0 | 6 | 1 | 0 | 0 | 2 | 4 | 6.0 | - |
| 2025-12-30 | vs | Notre Dame (MD) Gato | W | 104-22 | 12 | 2-4 | 0-0 | 2-2 | 7 | 1 | 1 | 0 | 1 | 6 | 10.0 | - |
| 2025-12-21 | @ | American University | L | 61-65 | 30 | 2-4 | 0-0 | 0-0 | 2 | 0 | 3 | 0 | 4 | 4 | 1.0 | - |
| 2025-12-09 | vs | Loyola Maryland Grey | L | 57-60 | 26 | 3-3 | 0-0 | 1-2 | 6 | 0 | 2 | 0 | 1 | 7 | 11.0 | - |
| 2025-12-06 | @ | Morgan State Lady Be | W | 66-48 | 25 | 3-7 | 0-0 | 1-2 | 8 | 0 | 2 | 0 | 0 | 7 | 10.0 | - |
| 2025-11-30 | vs | Presbyterian Blue Ho | W | 68-48 | 22 | 3-8 | 0-0 | 1-4 | 5 | 1 | 0 | 1 | 1 | 7 | 5.0 | - |
| 2025-11-28 | @ | Florida Internationa | L | 76-86 | 10 | 3-4 | 0-0 | 0-0 | 3 | 0 | 0 | 0 | 1 | 6 | 4.0 | - |
| 2025-11-23 | vs | Towson Tigers | L | 64-71 | 21 | 2-3 | 0-0 | 0-0 | 6 | 0 | 1 | 0 | 2 | 4 | 6.0 | - |
| 2025-11-19 | @ | Maryland Eastern Sho | L | 54-68 | 21 | 0-3 | 0-0 | 0-0 | 4 | 1 | 3 | 0 | 1 | 0 | 4.0 | - |
| 2025-11-16 | vs | Brown Bears | L | 54-56 | 19 | 2-7 | 0-0 | 0-0 | 5 | 0 | 1 | 1 | 1 | 4 | 3.0 | - |
| 2025-11-13 | @ | Virginia Cavaliers | W | 61-56 | 22 | 2-4 | 0-0 | 0-0 | 3 | 0 | 1 | 1 | 1 | 4 | 4.0 | - |
| 2025-11-06 | @ | Maryland Terrapins | L | 54-87 | 19 | 1-4 | 0-0 | 0-0 | 1 | 0 | 1 | 1 | 0 | 2 | 1.0 | - |
| 2025-11-03 | vs | Stevenson Mustangs | W | 90-49 | 15 | 5-6 | 0-0 | 3-4 | 8 | 0 | 3 | 0 | 0 | 13 | 18.0 | - |