πŸ»β¬‡οΈπŸ€

Mariah Hardy

Mariah Hardy

Team: Bucknell Bison
Position: F

Career Averages

ESPN Β· NCAAW Β· completed source game rows, all recorded phases (including special games). Coverage reflects stored source games. Source phase breakdown: 30 regular season. These are not regular-season totals.

GP MPG PPG RPG APG SPG BPG TO FGA Numbers FG% 3P% FT%
30 15.7 4.8 3.2 1.0 0.4 0.3 1.1 3.9 4.8 47.5% 20.0% 68.2%

Plus/minus sample β€” 2026-2027: 3 games, 39.9 minutes, 140.6 possessions. Other models may cover a different set of games.

Advanced Stats

Model outputs use a separate game sample from the counting statistics. Model output season: 2026-2027. Plus/minus scope: 3 games.

RAPM Rank Minutes Possessions Model PM Model PM/G Model PM/40
-2.96 3930 39 134 -27 -9.0 -27.1

RAPM = Regularized Adjusted Plus-Minus. Current fits use points per 40 minutes above average; historical artifact units are unverified.

Stat models β€” 2026-2027

Leaderboards and Box vs Lineup

Each family in both forms, side by side: the rating, then its percentile among the season's players with that form (the bar). Lineup RAPM: on-court possessions from play-by-play, one regularized regression over the season. Box Elo: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Each is an on-floor team-rate impact, not the player's own count. Lineup RAPM is not published for 2026-2027 (apart from RAPM itself).

Family Lineup RAPM %ile Box Elo %ile
Points -3.0 10 -2.1 22
Threes not published -0.1 39
Assists not published 0.6 50
OReb not published -0.7 26
DReb not published -1.4 11
Stocks not published 0.1 43
Turnovers not published 0.9 65

Points' Lineup RAPM is RAPM itself. Held-out scores, a Box vs Lineup scatter and each form's team share: stat models.

Model Outputs β€” 2026-2027

Catalog

Output is shown as model rating with league rank in parentheses when available.

Model Output Notes
Adjusted Plus/Minus Adjusted Plus/Minus Unregularized adjusted plus-minus per 40 minutes. More β†’ -15.93 (#3515) -
RAPM Overall RAPM Overall Single-parameter regularized adjusted plus-minus estimate. SE 4.36 | Poss 134 More β†’ -2.96 (#3930) SE 4.36 | Poss 134
RAPM Off/Def RAPM Off/Def Simultaneous offensive and defensive RAPM decomposition. Off -0.85 | Def -1.70 More β†’ -2.55 (#3908) Off -0.85 | Def -1.70
Plus/Minus Rate Plus/Minus Rate Raw plus/minus rate baseline per 100 possessions. PM/G -9.0 | PM/40 -27.1 More β†’ -19.21 (#3809) PM/G -9.0 | PM/40 -27.1
Points Box Elo (offense) Points Box Elo (offense) Online player rating for contribution to team scoring rate. Box: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Box: cannot separate teammates; Pts For +0.90 | Prevent -3.01 | Net -2.12 | Min 41 More β†’ +0.90 (#1242) Box: cannot separate teammates; Pts For +0.90 | Prevent -3.01 | Net -2.12 | Min 41
Points Box Elo (defense) Points Box Elo (defense) Online player rating for suppressing the opponent's scoring rate. Box: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Box: cannot separate teammates; Pts For +0.90 | Prevent -3.01 | Net -2.12 | Min 41 More β†’ -3.01 (#2185) Box: cannot separate teammates; Pts For +0.90 | Prevent -3.01 | Net -2.12 | Min 41
Points Box Elo Points Box Elo Net point-differential Box Elo from points created plus points prevented. Box: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Box: cannot separate teammates; Pts For +0.90 | Prevent -3.01 | Net -2.12 | Min 41 More β†’ -2.12 (#1903) Box: cannot separate teammates; Pts For +0.90 | Prevent -3.01 | Net -2.12 | Min 41
OReb Box Elo OReb Box Elo Online player rating for the team's offensive rebound rate (OREB%) on offense. Box: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Box: cannot separate teammates; OReb% -0.69 | DReb% -1.45 | Min 41 More β†’ -0.69 (#1814) Box: cannot separate teammates; OReb% -0.69 | DReb% -1.45 | Min 41
DReb Box Elo DReb Box Elo Online player rating for the team's defensive rebound rate (DREB%) on defense. Box: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Box: cannot separate teammates; OReb% -0.69 | DReb% -1.45 | Min 41 More β†’ -1.45 (#2188) Box: cannot separate teammates; OReb% -0.69 | DReb% -1.45 | Min 41
Assists Box Elo (offense) Assists Box Elo (offense) Online player rating for contribution to team assist rate. Box: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Box: cannot separate teammates; Ast For +0.45 | Prevent +0.10 | Net +0.55 | Min 41 More β†’ +0.45 (#959) Box: cannot separate teammates; Ast For +0.45 | Prevent +0.10 | Net +0.55 | Min 41
Assists Box Elo (defense) Assists Box Elo (defense) Online player rating for suppressing the opponent's assist rate. Box: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Box: cannot separate teammates; Ast For +0.45 | Prevent +0.10 | Net +0.55 | Min 41 More β†’ +0.10 (#1419) Box: cannot separate teammates; Ast For +0.45 | Prevent +0.10 | Net +0.55 | Min 41
Assists Box Elo Assists Box Elo Net assist Box Elo from assisted creation plus assisted-shot prevention. Box: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Box: cannot separate teammates; Ast For +0.45 | Prevent +0.10 | Net +0.55 | Min 41 More β†’ +0.55 (#1234) Box: cannot separate teammates; Ast For +0.45 | Prevent +0.10 | Net +0.55 | Min 41
Threes Box Elo (offense) Threes Box Elo (offense) Online player rating for contribution to team made-threes rate. Box: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Box: cannot separate teammates; 3PM For +0.31 | Prevent -0.36 | Net -0.05 | Min 41 More β†’ +0.31 (#811) Box: cannot separate teammates; 3PM For +0.31 | Prevent -0.36 | Net -0.05 | Min 41
Threes Box Elo (defense) Threes Box Elo (defense) Online player rating for suppressing the opponent's made-threes rate. Box: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Box: cannot separate teammates; 3PM For +0.31 | Prevent -0.36 | Net -0.05 | Min 41 More β†’ -0.36 (#1962) Box: cannot separate teammates; 3PM For +0.31 | Prevent -0.36 | Net -0.05 | Min 41
Threes Box Elo Threes Box Elo Net made-three Box Elo from threes created plus threes prevented. Box: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Box: cannot separate teammates; 3PM For +0.31 | Prevent -0.36 | Net -0.05 | Min 41 More β†’ -0.05 (#1505) Box: cannot separate teammates; 3PM For +0.31 | Prevent -0.36 | Net -0.05 | Min 41
Stocks Box Elo (offense) Stocks Box Elo (offense) Online player rating for contribution to team steals-plus-blocks rate. Box: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Box: cannot separate teammates; Stocks For -0.37 | Prevent +0.44 | Net +0.08 | Min 41 More β†’ -0.37 (#1653) Box: cannot separate teammates; Stocks For -0.37 | Prevent +0.44 | Net +0.08 | Min 41
Stocks Box Elo (defense) Stocks Box Elo (defense) Online player rating for suppressing opponent stocks. Box: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Box: cannot separate teammates; Stocks For -0.37 | Prevent +0.44 | Net +0.08 | Min 41 More β†’ +0.44 (#1041) Box: cannot separate teammates; Stocks For -0.37 | Prevent +0.44 | Net +0.08 | Min 41
Stocks Box Elo Stocks Box Elo Net stocks Box Elo from stocks created plus stocks denied. Box: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Box: cannot separate teammates; Stocks For -0.37 | Prevent +0.44 | Net +0.08 | Min 41 More β†’ +0.08 (#1406) Box: cannot separate teammates; Stocks For -0.37 | Prevent +0.44 | Net +0.08 | Min 41
Turnovers Box Elo (ball security) Turnovers Box Elo (ball security) Online player rating for keeping own-team turnovers down. Box: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Box: cannot separate teammates; TOV For +0.73 | Prevent +0.16 | Net +0.88 | Min 41 More β†’ +0.73 (#794) Box: cannot separate teammates; TOV For +0.73 | Prevent +0.16 | Net +0.88 | Min 41
Turnovers Box Elo (forcing) Turnovers Box Elo (forcing) Online player rating for forcing opponent turnovers. Box: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Box: cannot separate teammates; TOV For +0.73 | Prevent +0.16 | Net +0.88 | Min 41 More β†’ +0.16 (#1142) Box: cannot separate teammates; TOV For +0.73 | Prevent +0.16 | Net +0.88 | Min 41
Turnovers Box Elo Turnovers Box Elo Net turnover Box Elo from ball security plus turnover force. Box: game totals spread by minutes; cannot separate teammates; for seasons without play-by-play. Box: cannot separate teammates; TOV For +0.73 | Prevent +0.16 | Net +0.88 | Min 41 More β†’ +0.88 (#849) Box: cannot separate teammates; TOV For +0.73 | Prevent +0.16 | Net +0.88 | Min 41

Shot Chart β€” 2026-2027

9/16 FG (56.2%), 18 points from the field in 4 games Β· ESPN shot locations Β· compared with the 2025-2026 league average (latest season on file)

made missed
50%1/2 64%7/11 50%1/2 0%0/1
FG% by zone: above below league average (zones with 5+ attempts)
0/1 (0.0%), -40.9 vs league2/2 (100.0%), +59.1 vs league1/1 (100.0%), +64.2 vs league1/1 (100.0%), +41.4 vs league3/4 (75.0%), +16.4 vs league1/2 (50.0%), +9.1 vs league0/2 (0.0%), -31.8 vs league1/2 (50.0%), -8.6 vs league0/1 (0.0%), -40.9 vs league
Where the shots come from: a bigger hexagon, more attempts; above below the league's FG% in that zone (2+ attempts)
Zone FGM FGA FG% League FG%+/- % of FGA
Restricted area 1 2 50.0 58.6 -8.6 12.5
Paint (non-RA) 7 11 63.6 40.9 +22.7 68.8
Mid-range left 0 0 - 32.4 - 0.0
Mid-range center 1 2 50.0 35.8 +14.2 12.5
Mid-range right 0 1 0.0 31.8 -31.8 6.2
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 Β· NCAAW Β· completed source game rows, all recorded phases (including special games). Coverage reflects stored source games. Source phase breakdown: 30 regular season. 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%
2026-2027 NCAAW Bucknell Bison 4 15.0 6.0 2.5 1.0 0.5 0.2 1.0 4.0 5.2 56.2% - 66.7% 60.1 56.2
2025-2026 NCAAW Bucknell Bison 26 15.8 4.7 3.3 1.0 0.4 0.3 1.1 3.9 4.7 46.1% 20.0% 68.6% 51.5 47.5

Advanced: Numbers = PTS+REB+AST+STL+BLK-TO-FGA, TS% = True Shooting, eFG% = Effective FG

RAPM GS requires a reviewed game-score run and a qualified player and game match. A dash means the score is unavailable.

Game Log β€” 2026-2027

ESPN Β· NCAAW Β· completed source game rows, all recorded phases (including special games). Coverage reflects stored source games. Source phase breakdown: 30 regular season. These are not regular-season totals.

The latest season's 4 of 30 career games; each season's games are under its link above.

Date Vs/At Opponent Result Score MIN FG 3PT FT REB AST STL BLK TO PTS Numbers RAPM GS
2026-11-14@Mount St. Mary's MountaineersW73-48194-60-00-14120089.0-
2026-11-11vsFordham RamsL71-78170-10-03-45101138.0-2.9
2026-11-07@Brown BearsL61-7381-20-02-30000141.0-5.0
2026-11-02@Florida GatorsL60-83164-70-01-11200293.0-4.3