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J'Mani Ingram

J'Mani Ingram

Team: Appalachian State Mountaineers
Position: G

Career Averages

ESPN · NCAAW · completed source game rows, all recorded phases (including special games). Coverage reflects stored source games. Source phase breakdown: 141 regular season. These are not regular-season totals.

GP MPG PPG RPG APG SPG BPG TO FGA Numbers FG% 3P% FT%
141 19.5 7.9 3.7 1.1 0.8 0.1 1.9 7.4 4.2 41.3% 20.0% 59.2%

Plus/minus sample — 2025-2026: 28 games, 682.6 minutes, 2372.6 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: 2025-2026. Plus/minus scope: 28 games.

RAPM Rank Minutes Possessions Model PM Model PM/G Model PM/40
+0.09 1550 676 2288 +23 +0.8 +1.3

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

Model Outputs — 2025-2026

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 → -2.22 (#2674) -
RAPM Overall RAPM Overall Single-parameter regularized adjusted plus-minus estimate. SE 2.29 | Poss 2289 More → +0.09 (#1550) SE 2.29 | Poss 2289
RAPM Off/Def RAPM Off/Def Simultaneous offensive and defensive RAPM decomposition. Off -0.67 | Def +0.61 More → -0.07 (#1675) Off -0.67 | Def +0.61
Plus/Minus Rate Plus/Minus Rate Raw plus/minus rate baseline per 100 possessions. PM/G +0.8 | PM/40 +1.3 More → +0.97 (#2033) PM/G +0.8 | PM/40 +1.3
Player Vector 2D Player Vector 2D Low-dimensional player embedding model with lineup composition and interaction effects. Vec (-2.89, +0.45) | Norm 2.93 More → -0.404 (#2787) Vec (-2.89, +0.45) | Norm 2.93
Points For Elo Points For Elo Online player rating for contribution to team scoring rate. Pts For +2.71 | Prevent +0.22 | Net +2.93 | Min 801 More → +2.71 (#1684) Pts For +2.71 | Prevent +0.22 | Net +2.93 | Min 801
Points Prevention Elo Points Prevention Elo Online player rating for suppressing the opponent's scoring rate. Pts For +2.71 | Prevent +0.22 | Net +2.93 | Min 801 More → +0.22 (#2648) Pts For +2.71 | Prevent +0.22 | Net +2.93 | Min 801
Points Net Elo Points Net Elo Net point-differential event Elo from points created plus points prevented. Pts For +2.71 | Prevent +0.22 | Net +2.93 | Min 801 More → +2.93 (#2048) Pts For +2.71 | Prevent +0.22 | Net +2.93 | Min 801
Offensive Rebounding Offensive Rebounding Online player rating for the team's offensive rebound rate (OREB%) on offense. OReb% +9.80 | DReb% +1.98 | Min 801 More → +9.80 (#118) OReb% +9.80 | DReb% +1.98 | Min 801
Defensive Rebounding Defensive Rebounding Online player rating for the team's defensive rebound rate (DREB%) on defense. OReb% +9.80 | DReb% +1.98 | Min 801 More → +1.98 (#1402) OReb% +9.80 | DReb% +1.98 | Min 801
Assists For Elo Assists For Elo Online player rating for contribution to team assist rate. Ast For -0.60 | Prevent -1.36 | Net -1.96 | Min 801 More → -0.60 (#2851) Ast For -0.60 | Prevent -1.36 | Net -1.96 | Min 801
Assist Prevention Elo Assist Prevention Elo Online player rating for suppressing the opponent's assist rate. Ast For -0.60 | Prevent -1.36 | Net -1.96 | Min 801 More → -1.36 (#3620) Ast For -0.60 | Prevent -1.36 | Net -1.96 | Min 801
Assists Net Elo Assists Net Elo Net assist event Elo from assisted creation plus assisted-shot prevention. Ast For -0.60 | Prevent -1.36 | Net -1.96 | Min 801 More → -1.96 (#3475) Ast For -0.60 | Prevent -1.36 | Net -1.96 | Min 801
Threes For Elo Threes For Elo Online player rating for contribution to team made-threes rate. 3PM For -1.69 | Prevent -0.06 | Net -1.75 | Min 801 More → -1.69 (#3948) 3PM For -1.69 | Prevent -0.06 | Net -1.75 | Min 801
Three Prevention Elo Three Prevention Elo Online player rating for suppressing the opponent's made-threes rate. 3PM For -1.69 | Prevent -0.06 | Net -1.75 | Min 801 More → -0.06 (#2625) 3PM For -1.69 | Prevent -0.06 | Net -1.75 | Min 801
Threes Net Elo Threes Net Elo Net made-three event Elo from threes created plus threes prevented. 3PM For -1.69 | Prevent -0.06 | Net -1.75 | Min 801 More → -1.75 (#3832) 3PM For -1.69 | Prevent -0.06 | Net -1.75 | Min 801
Stocks For Elo Stocks For Elo Online player rating for contribution to team steals-plus-blocks rate. Stocks For -0.41 | Prevent +0.60 | Net +0.19 | Min 801 More → -0.41 (#2816) Stocks For -0.41 | Prevent +0.60 | Net +0.19 | Min 801
Stocks Prevention Elo Stocks Prevention Elo Online player rating for suppressing opponent stocks. Stocks For -0.41 | Prevent +0.60 | Net +0.19 | Min 801 More → +0.60 (#1752) Stocks For -0.41 | Prevent +0.60 | Net +0.19 | Min 801
Stocks Net Elo Stocks Net Elo Net stocks event Elo from stocks created plus stocks denied. Stocks For -0.41 | Prevent +0.60 | Net +0.19 | Min 801 More → +0.19 (#2300) Stocks For -0.41 | Prevent +0.60 | Net +0.19 | Min 801
Ball Security Elo Ball Security Elo Online player rating for keeping own-team turnovers down. TOV For +0.78 | Prevent +1.92 | Net +2.71 | Min 801 More → +0.78 (#1684) TOV For +0.78 | Prevent +1.92 | Net +2.71 | Min 801
Turnover Force Elo Turnover Force Elo Online player rating for forcing opponent turnovers. TOV For +0.78 | Prevent +1.92 | Net +2.71 | Min 801 More → +1.92 (#783) TOV For +0.78 | Prevent +1.92 | Net +2.71 | Min 801
Turnover Margin Elo Turnover Margin Elo Net turnover event Elo from ball security plus turnover force. TOV For +0.78 | Prevent +1.92 | Net +2.71 | Min 801 More → +2.71 (#948) TOV For +0.78 | Prevent +1.92 | Net +2.71 | Min 801

Shot Chart — 2025-2026

140/355 FG (39.4%), 283 points from the field · ESPN shot locations · compared with the 2025-2026 league average

made missed
52%52/99 36%47/132 23%13/56 43%9/21 43%16/37 33%1/3 100%1/1 50%1/2 0%0/1 0%0/3
FG% by zone: above below league average (zones with 5+ attempts)
0/1 (0.0%), -33.0 vs league1/2 (50.0%), +17.0 vs league2/3 (66.7%), +34.3 vs league0/1 (0.0%), -32.4 vs league1/2 (50.0%), +17.6 vs league0/2 (0.0%), -32.4 vs league0/1 (0.0%), -32.4 vs league0/1 (0.0%), -32.4 vs league0/2 (0.0%), -32.4 vs league1/5 (20.0%), -12.4 vs league0/1 (0.0%), -32.4 vs league0/5 (0.0%), -32.4 vs league0/1 (0.0%), -32.4 vs league0/2 (0.0%), -32.4 vs league0/2 (0.0%), -32.4 vs league1/2 (50.0%), +14.2 vs league1/3 (33.3%), +0.9 vs league4/10 (40.0%), +7.6 vs league1/2 (50.0%), +17.6 vs league1/4 (25.0%), -7.4 vs league1/2 (50.0%), +17.6 vs league0/1 (0.0%), -32.4 vs league1/4 (25.0%), -10.8 vs league0/1 (0.0%), -30.4 vs league1/3 (33.3%), +0.9 vs league1/4 (25.0%), -7.4 vs league0/1 (0.0%), -32.4 vs league2/4 (50.0%), +9.1 vs league1/4 (25.0%), -15.9 vs league2/2 (100.0%), +64.2 vs league1/2 (50.0%), +14.2 vs league0/2 (0.0%), -35.8 vs league1/2 (50.0%), +17.6 vs league0/1 (0.0%), -32.4 vs league3/5 (60.0%), +19.1 vs league2/7 (28.6%), -12.4 vs league0/8 (0.0%), -40.9 vs league3/8 (37.5%), -3.4 vs league2/3 (66.7%), +30.9 vs league2/4 (50.0%), +14.2 vs league0/1 (0.0%), -35.8 vs league7/15 (46.7%), -11.9 vs league6/12 (50.0%), -8.6 vs league5/13 (38.5%), -2.5 vs league5/11 (45.5%), +4.5 vs league2/7 (28.6%), -12.4 vs league1/2 (50.0%), +18.2 vs league1/2 (50.0%), +18.2 vs league0/1 (0.0%), -30.9 vs league0/1 (0.0%), -30.9 vs league25/43 (58.1%), -0.5 vs league15/31 (48.4%), -10.2 vs league4/16 (25.0%), -15.9 vs league4/8 (50.0%), +9.1 vs league0/1 (0.0%), -31.8 vs league2/3 (66.7%), +34.8 vs league8/18 (44.4%), -14.2 vs league5/12 (41.7%), +0.7 vs league4/9 (44.4%), +12.6 vs league1/2 (50.0%), +18.2 vs league1/2 (50.0%), +18.2 vs league0/1 (0.0%), -40.9 vs league0/2 (0.0%), -31.8 vs league1/6 (16.7%), -15.2 vs league0/3 (0.0%), -31.8 vs league0/1 (0.0%), -31.8 vs league0/1 (0.0%), -30.9 vs league0/1 (0.0%), -31.8 vs league1/1 (100.0%), +68.2 vs league0/1 (0.0%), -31.8 vs league1/1 (100.0%), +68.2 vs league2/3 (66.7%), +34.8 vs league0/1 (0.0%), -31.8 vs league2/2 (100.0%), +68.2 vs league1/1 (100.0%), +67.4 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 52 99 52.5 58.6 -6.1 27.9
Paint (non-RA) 47 132 35.6 40.9 -5.3 37.2
Mid-range left 13 56 23.2 32.4 -9.2 15.8
Mid-range center 9 21 42.9 35.8 +7.1 5.9
Mid-range right 16 37 43.2 31.8 +11.4 10.4
Left corner 3 1 3 33.3 33.0 +0.3 0.8
Right corner 3 1 1 100.0 32.6 +67.4 0.3
Above-break 3 left 1 2 50.0 30.7 +19.3 0.6
Above-break 3 center 0 1 0.0 30.4 -30.4 0.3
Above-break 3 right 0 3 0.0 30.9 -30.9 0.8

Career Stats

ESPN · NCAAW · completed source game rows, all recorded phases (including special games). Coverage reflects stored source games. Source phase breakdown: 141 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%
2025-2026 NCAAW UL Monroe 33 24.3 11.3 4.6 1.5 0.8 0.1 2.6 10.9 4.8 39.0% 30.0% 65.0% 44.5 39.4
2024-2025 NCAAW Appalachian State Mountaineers 27 10.4 4.3 2.6 0.6 0.4 0.0 1.0 3.5 3.5 48.9% 0.0% 61.0% 52.2 48.9
2023-2024 NCAAW Appalachian State Mountaineers 28 16.4 5.9 3.1 0.6 0.5 0.1 1.9 5.9 2.4 38.0% 0.0% 75.5% 43.8 38.0
2021-2022 NCAAW Winthrop 29 27.9 10.9 5.6 1.6 1.3 0.1 2.2 10.5 6.7 42.3% 0.0% 50.9% 44.5 42.3
2020-2021 NCAAW Winthrop 24 16.4 6.1 2.1 0.8 0.8 0.0 1.6 5.2 3.0 44.4% 0.0% 47.9% 46.5 44.4

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 — 2025-2026

ESPN · NCAAW · completed source game rows, all recorded phases (including special games). Coverage reflects stored source games. Source phase breakdown: 141 regular season. These are not regular-season totals.

The latest season's 33 of 141 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
2026-03-07@Arkansas State Red WL68-76263-90-13-412210699.0+7.3
2026-03-06@Old Dominion MonarchW68-67271-50-02-23110242.0-
2026-03-05@Southern Miss Lady EW89-72275-140-07-10631021711.0+1.0
2026-03-04vsLouisiana Ragin' CajW79-63356-100-14-4560041613.0+5.5
2026-02-27vsSouthern Miss Lady EL61-68337-161-14-550100199.0-4.0
2026-02-25vsTexas State BobcatsW83-74212-80-13-45210671.0-5.9
2026-02-21@Georgia Southern EagL54-67335-150-05-871002156.0-10.5
2026-02-14@Troy TrojansL80-82141-50-01-2210023-1.0-7.7
2026-02-12@Southern Miss Lady EW85-62244-80-03-431001116.0+7.2
2026-02-07@Buffalo BullsW73-64275-170-02-8664001211.0+0.7
2026-02-04vsGeorgia State PantheW81-62268-150-12-3731011813.0+7.9
2026-01-30@App State MountaineeW78-70327-150-01-232203154.0+0.9
2026-01-28@Old Dominion MonarchL62-85244-180-02-54010210-5.0-13.6
2026-01-23vsMarshall Thundering L75-82181-90-01-27120034.0+5.1
2026-01-22vsJames Madison DukesL68-72110-30-00-0200020-3.0-
2026-01-17vsLouisiana Ragin' CajW102-58184-120-04-41102001213.0+20.0
2026-01-14vsTroy TrojansL80-86217-160-04-5810121810.0+7.1
2026-01-10@South Alabama JaguarL67-73214-80-02-430204103.0-3.7
2026-01-08@Louisiana Ragin' CajW61-51304-180-27-1060202153.0+5.0
2026-01-03vsArkansas State Red WL71-893112-181-25-7230033014.0-2.6
2026-01-01vsSouth Alabama JaguarW61-44315-91-13-4540031411.0+13.2
2025-12-20@Texas State BobcatsL69-79294-140-07-1340114153.0-6.2
2025-12-17@Arkansas State Red WL58-79184-120-02-43100410-2.0+5.9
2025-12-11@Indiana HoosiersL54-98235-150-01-22100111-2.0+0.7
2025-12-07@Alabama Crimson TideL38-75285-110-01-11000211-1.0-20.9
2025-11-30@Mississippi State BuL54-66253-70-00-0122056-1.0+6.7
2025-11-23vsLamar CardinalsW62-47266-90-02-4630041410.0+1.9
2025-11-20@Sam Houston BearkatsL34-57231-40-03-4400075-2.0-17.1
2025-11-16vsArkansas-Pine Bluff W79-50172-70-01-24110450.0+7.8
2025-11-14vsCentral Baptist MustW81-3180-40-00-0100000-3.0-
2025-11-11vsGrambling Lady TigerW74-55276-90-04-6621031613.0-
2025-11-07vsLouisiana Tech Lady W70-62274-100-04-561115126.0+2.6
2025-11-03vsEastern Michigan EagW80-71205-90-01-212001114.0-
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