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Akron

Also known as: Akron Zips
Program History

2026 Team Stats (35 games)

87.9
PPG
74.0
Opp
+13.9
Margin
50.1%
FG%
37.7%
3P%
75.5%
FT%
37.7
RPG
18.3
APG
10.9
TO
71.0
Est. poss./game
83.2
Adj PPG
74.0
Adj Opp PPG
#67
Scoring Rank

Model Outputs

2025-2026
Catalog

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 โ†’ 1248 (#47) -
Bradley-Terry Bradley-Terry Static logistic paired-comparison model with one team strength parameter. More โ†’ 1242 (#33) -
Bradley-Terry Recency Bradley-Terry Recency Static Bradley-Terry with exponential recency weights on newer games. HCA +75 elo More โ†’ 1160 (#12) HCA +75 elo
Margin Margin Linear team-strength model fit on point differential instead of binary wins. HCA +2.3 More โ†’ +9.2 (#78) HCA +2.3
Margin Recency Margin Recency Margin regression with exponential recency weights on newer games. HCA +2.2 More โ†’ +6.3 (#93) HCA +2.2
Pythagorean Pythagorean Pythagorean win expectation from raw points scored and allowed. More โ†’ 0.836 (#19) -
Efficiency Efficiency Tempo-adjusted efficiency version of Pythagorean ratings. NetEff +16.0 More โ†’ 0.836 (#19) NetEff +16.0
Adjusted Efficiency Adjusted Efficiency Opponent-adjusted efficiency model with separate offensive and defensive components. AdjNet +11.7 More โ†’ 0.793 (#82) AdjNet +11.7
Log Adjusted Log Adjusted Log-scale adjusted efficiency model that downweights blowout leverage. AdjNet +11.6 More โ†’ 0.794 (#82) AdjNet +11.6
Points Off/Def Points Off/Def Raw points regression with separate offensive and defensive team parameters. AdjO 83.2 | AdjD 74.0 More โ†’ 0.696 (#67) AdjO 83.2 | AdjD 74.0
Points Off/Def Recency Points Off/Def Recency Off/def points regression with exponential recency weights. AdjO 78.9 | AdjD 72.3 More โ†’ 0.647 (#49) AdjO 78.9 | AdjD 72.3
Core Ensemble Core Ensemble Equal-logit blend of Elo, recency BT, recency margin, log-adjusted pyth, and points off/def. Blend of Elo, BT, Margin, PythLog, PtsOD More โ†’ 0.754 (#55) Blend of Elo, BT, Margin, PythLog, PtsOD
Recency Ensemble Recency Ensemble Equal-logit blend of Elo, recency BT, recency margin, log-adjusted pyth, and recency points off/def. Blend of Elo, BT, Margin, PythLog, PtsOD More โ†’ 0.746 (#53) Blend of Elo, BT, Margin, PythLog, PtsOD
Dynamic Bradley-Terry Dynamic Bradley-Terry Time-evolving paired-comparison model with latent team strength drift. RD 116 | GP 33 More โ†’ 1278 (#28) RD 116 | GP 33

2026 Schedule & Results

Date Vs/At Opponent Result Score
2025-11-03 vs James Madison Dukes W 85 - 71
2025-11-08 vs Princeton Tigers W 104 - 69
2025-11-12 vs Penn State Shenango Nittany Lions W 109 - 51
2025-11-16 @ Purdue Boilermakers L 79 - 97
2025-11-21 vs Iona Gaels W 96 - 75
2025-11-23 @ Evansville Purple Aces W 97 - 59
2025-11-24 vs Yale Bulldogs L 94 - 97
2025-11-29 vs Milwaukee Panthers W 105 - 81
2025-12-03 vs Bucknell Bison W 97 - 77
2025-12-06 @ Tulane Green Wave W 88 - 71
2025-12-13 vs Murray State Racers L 100 - 115
2025-12-19 vs Eastern Michigan Eagles W 93 - 72
2025-12-29 vs Concord Mountain Lions W 115 - 64
2026-01-03 @ Miami (OH) RedHawks L 73 - 76
2026-01-06 vs Central Michigan Chippewas W 82 - 69
2026-01-09 @ Bowling Green Falcons W 77 - 67
2026-01-13 vs Ball State Cardinals W 87 - 77
2026-01-17 vs Western Michigan Broncos W 104 - 89
2026-01-20 @ Buffalo Bulls W 82 - 63
2026-01-23 @ Ohio Bobcats W 86 - 65
2026-01-27 vs Toledo Rockets W 91 - 81
2026-01-30 vs Kent State Golden Flashes W 69 - 52
2026-02-03 @ Eastern Michigan Eagles W 66 - 64
2026-02-07 @ Troy Trojans L 69 - 79
2026-02-13 vs Massachusetts Minutemen W 99 - 92
2026-02-17 @ Western Michigan Broncos W 90 - 73
2026-02-20 @ Ball State Cardinals W 78 - 65
2026-02-24 vs Buffalo Bulls W 99 - 85
2026-02-27 @ Kent State Golden Flashes W 92 - 70
2026-03-03 @ Central Michigan Chippewas W 77 - 64
2026-03-06 vs Northern Illinois Huskies W 94 - 55
2026-03-12 vs Buffalo Bulls W 73 - 70
2026-03-13 vs Kent State Golden Flashes W 75 - 68
2026-03-14 vs Toledo Rockets W 79 - 76
2026-03-20 @ Texas Tech Red Raiders L 71 - 91

2026 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 GP PM/G PM/40 FG% 3P% FT% RAPM TS% eFG%
Tavari Johnson Tavari Johnson G 35 31.9 19.7 2.9 5.0 1.2 0.3 2.5 14.3 12.4 256 28 9.1 11.6 50.6 37.3 87.0 0.88 62.1 58.1
Amani Lyles Amani Lyles F 35 26.4 14.9 7.9 2.2 1.0 0.7 2.2 9.7 14.8 216 28 7.7 11.5 55.8 37.3 71.6 0.76 65.5 62.7
Shammah Scott Shammah Scott G 35 26.7 12.9 2.5 2.9 0.3 0.1 1.2 10.1 7.4 152 28 5.4 8.5 45.5 42.6 77.0 -2.84 59.5 57.3
Evan Mahaffey Evan Mahaffey - 35 28.5 10.2 5.6 3.4 1.7 0.8 1.3 7.5 12.9 277 28 9.9 14.2 57.8 30.4 57.6 3.74 61.0 60.5
Eric Mahaffey Eric Mahaffey - 34 21.9 7.8 5.6 1.5 0.7 0.6 0.9 5.4 10.0 208 27 7.7 14.6 53.0 39.1 76.3 4.13 63.0 59.7
Bowen Hardman Bowen Hardman G 35 18.4 7.6 1.5 0.2 0.2 0.0 0.4 6.0 3.2 114 28 4.1 9.0 40.3 40.3 83.3 0.04 60.3 58.5
Sharron Young Sharron Young G 34 19.1 7.2 2.6 1.6 1.1 0.1 0.8 5.8 6.1 151 27 5.6 12.2 40.3 33.3 82.1 1.28 55.7 51.0
Halil Barre Halil Barre - 18 6.4 3.1 2.0 0.1 0.1 0.6 0.6 1.2 4.2 19 11 1.7 11.3 76.2 0 77.4 -0.95 80.8 76.2
Zach Halligan Zach Halligan - 34 11.5 2.6 2.2 0.7 0.5 0.0 0.3 2.0 3.8 26 27 1.0 3.1 44.8 25.7 80.0 -5.51 57.1 51.5
Ognjen Stankovic Ognjen Stankovic - 18 6.6 2.3 1.7 0.5 0.3 0.1 0.7 1.6 2.7 -11 10 -1.1 -7.9 53.6 20.0 58.8 -2.9 57.8 55.4
Marvin Musiime-Kamali Marvin Musiime-Kamali - 35 8.8 2.0 2.0 0.5 0.5 0.2 0.3 1.1 3.7 40 28 1.4 7.6 70.0 0 65.2 -1.18 70.8 70.0
Rich Brisco Rich Brisco - 10 2.5 1.0 0.7 0.0 0.2 0.2 0.3 1.0 0.8 -4 5 -0.8 -20.6 50.0 0 0 -1.18 50.0 50.0
Conner Groce Conner Groce - 13 2.2 0.8 0.1 0.1 0.0 0.0 0.0 1.0 0.0 1 6 0.2 4.8 30.8 28.6 50.0 -0.48 39.6 38.5
Cody Head Cody Head G 0 - 0.0 0.0 0.0 - - - - - - - - - - - - - - -
Josh Henderson Josh Henderson G 0 - 0.0 0.0 0.0 - - - - - - - - - - - - - - -
Tai Perkins Tai Perkins G 0 - 0.0 0.0 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

Alumni in the Pros

Former Akron players in NBA 2026-2027, G League 2025-2026, matched by provider player ids (ESPN athlete ids, ESPN bios, linked StatsNBA/EuroLeague ids). Only games after their last Akron game count. These are observed results, not certified complete seasons. League and team are where each player last played a regular-season or playoff game (NBA ahead of G League when he played in both); recent games include the preseason.

Active alumni

Player At School League Team GP MPG PPG RPG APG
Enrique Freeman 2019-24 G League Iowa Wolves 28 33.8 17.6 9.0 2.5

Alumni around the leagues: recent games

Date Player League Team Opponent MIN PTS REB AST Box
2026-10-10 Enrique Freeman NBA Preseason Minnesota Timberwolves @ Miami Heat 3 0 1 0 Box
2026-10-07 Enrique Freeman NBA Preseason Minnesota Timberwolves @ Indiana Pacers 8 0 1 0 Box
2026-10-05 Enrique Freeman NBA Preseason Minnesota Timberwolves @ Milwaukee Bucks 6 4 2 0 Box

2025-2026 Shot Zones

2227 located field-goal attempts in 35 games (ESPN). Each zone is coloured by the player with the largest share of the team's made-shot points there (left) and of its misses there (right).

Lyles24% Johnson29% Johnson50% Johnson59% Johnson49% Hardman23% Lyles31% Scott24% Scott31% Hardman29%
Points: who the team's points here most likely come from
Johnson22% Mahaffey24% Scott37% Scott42% Johnson44% Scott18% Mahaffey18% Johnson22% Scott23% Hardman22%
Misses: who misses most here

Tavari JohnsonAmani LylesShammah ScottEvan MahaffeyBowen HardmanEric Mahaffey

Zone FGM-FGA FG% Pts Top scorer Runner-up Most misses Runner-up
Restricted area 453-611 74.1 906 Amani Lyles 24% (218 pts) Evan Mahaffey 19% (174 pts) Tavari Johnson 22% (35 misses) Amani Lyles 20% (32 misses)
Paint (non-RA) 212-440 48.2 424 Tavari Johnson 29% (122 pts) Evan Mahaffey 22% (92 pts) Evan Mahaffey 24% (54 misses) Tavari Johnson 20% (45 misses)
Mid-range left 22-60 36.7 44 Tavari Johnson 50% (22 pts) Shammah Scott 36% (16 pts) Shammah Scott 37% (14 misses) Tavari Johnson 34% (13 misses)
Mid-range center 17-29 58.6 34 Tavari Johnson 59% (20 pts) Shammah Scott 24% (8 pts) Shammah Scott 42% (5 misses) Tavari Johnson 33% (4 misses)
Mid-range right 35-89 39.3 70 Tavari Johnson 49% (34 pts) Shammah Scott 34% (24 pts) Tavari Johnson 44% (24 misses) Shammah Scott 30% (16 misses)
Left corner 3 44-99 44.4 132 Bowen Hardman 23% (30 pts) Eric Mahaffey 18% (24 pts) Shammah Scott 18% (10 misses) Tavari Johnson 18% (10 misses)
Right corner 3 26-75 34.7 78 Amani Lyles 31% (24 pts) Tavari Johnson 19% (15 pts) Eric Mahaffey 18% (9 misses) Tavari Johnson 18% (9 misses)
Above-break 3 left 127-322 39.4 381 Shammah Scott 24% (93 pts) Bowen Hardman 20% (75 pts) Tavari Johnson 22% (42 misses) Shammah Scott 20% (39 misses)
Above-break 3 center 72-203 35.5 216 Shammah Scott 31% (66 pts) Tavari Johnson 22% (48 pts) Shammah Scott 23% (30 misses) Tavari Johnson 23% (30 misses)
Above-break 3 right 107-299 35.8 321 Bowen Hardman 29% (93 pts) Shammah Scott 22% (72 pts) Bowen Hardman 22% (43 misses) Tavari Johnson 18% (35 misses)