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Madison Clough Elite Prospects ↗

Position: Defense DOB: 2003-03-31 Country: USA
NCAA-W Projection
No commitment set

Set Commitment

NCAA Division I Women's

Projected PPG — WCHA-W
0.26
Average (0.25–0.45)
Base NCAAe-W PPG0.2738
Conf. Strength0.997
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2

NCAA D3W

Projected PPG — Division Avg
0.59
Average (0.35–0.65)
Base D3e-W PPG0.6216
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2

D1W / D3W Likelihood

8%
NCAA D1W
2%
NCAA D3W
90%
Club / Other

Based on 40 comparable players

Career Trajectory
Dashed = raw PPG  ·  Solid = age-adjusted NCAAe-W PPG  ·  Green = actual college PPG

Pre-College Seasons

Most women's college players come directly from high school hockey. Junior or HS season stats below (when available on Elite Prospects).

SeasonTeamLeagueGP GAPtsPPG NCAAe-W PPGAge-Adjusted
2017-18 Andover High USHS-MN-W 25 3 3 6 0.240 0.0362 0.0362
2018-19 Andover High USHS-MN-W 24 2 16 18 0.750 0.1132 0.1132
2019-20 Andover High USHS-MN-W 24 2 13 15 0.625 0.0944 0.0944
2020-21 Andover High USHS-MN-W 23 11 28 39 1.696 0.2561 0.2561
NCAAe-W = points/game translated to NCAA-W equivalent  ·  COVID-flagged seasons in yellow

College Seasons

SeasonSchoolConferenceYear GPGAPtsPPG
2024-25 St. Thomas CHA-W JR 36 6 9 15 0.417
2023-24 St. Thomas CHA-W SO 37 1 9 10 0.270
2022-23 St. Thomas CHA-W FR 36 6 7 13 0.361

Historical Comparables — NCAA D1W

PlayerLeague · Season · PPG FR College PPGSchool
Taylor Flaherty USHS-MN-W · 2012-13 · 0.76 PPG 0.000 North Dakota
Allison Roethke USHS-MN-W · 2012-13 · 0.80 PPG 0.000 Quinnipiac
Briana Jorde USHS-MN-W · 2012-13 · 0.68 PPG 0.077 Bemidji State
Emma Turbyville NE-Prep-Girls · 2013-14 · 0.39 PPG 0.040 St. Cloud State
Kenzie Prater USHS-MN-W · 2012-13 · 0.83 PPG 0.432 Quinnipiac

Historical Comparables — NCAA D3W

PlayerJunior Season · PPG FR College PPGSchoolConference
Tallulah Bryant 2022-23 · 1.00 PPG 0.273 Lake Forest NCHA
Charlotte Bellmont 2024-25 · 0.69 PPG Saint Benedict MIAC
Dani Weiland 2024-25 · 0.96 PPG 0.300 Wisconsin-Stevens Point WIAC
Anna Rausch 2024-25 · 0.86 PPG 0.312 St. Norbert NCHA
Madisyn Krumholz 2022-23 · 1.48 PPG 0.185 Wisconsin-Eau Claire WIAC

Women's college hockey projections draw primarily on high school and junior stats when available. Because most women go directly from HS to college, projections with limited pre-college data use conference-based priors.

NCAAe-W factors are derived from historical pre-college→NCAA-W transitions. For many players, projection confidence is lower than men's due to sparse pre-college tracking.