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Madison Vaughn Elite Prospects ↗

Position: Forward DOB: Unknown Country: USA
NCAA-W Projection
No commitment set

Set Commitment

NCAA Division I Women's

Projected PPG — WCHA-W
0.08
Developing (<0.25)
Base NCAAe-W PPG0.0960
Conf. Strength0.997
Year Adj (FR)×0.80
Confidencehigh
Seasons Used1

NCAA D3W

Projected PPG — Division Avg
0.19
Developing (<0.35)
Base D3e-W PPG0.2195
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencehigh
Seasons Used1

D1W / D3W Likelihood

0%
NCAA D1W
0%
NCAA D3W
100%
Club / Other

Based on 1 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 Steel City Selects 16U AA 2 16U-AAA-W 39 2 4 6 0.154 0.0494 0.0494
NCAAe-W = points/game translated to NCAA-W equivalent  ·  COVID-flagged seasons in yellow

College Seasons

SeasonSchoolConferenceYear GPGAPtsPPG
2025-26 King's MAC SR 25 0 6 6 0.240
2024-25 King's UCHC JR 24 8 0 8 0.333
2023-24 King's UCHC SO 26 5 4 9 0.346
2022-23 King's UCHC FR 25 2 4 6 0.240

Historical Comparables — NCAA D1W

PlayerLeague · Season · PPG FR College PPGSchool
Presley Norby USHS-MN-W · 2012-13 · 0.33 PPG 0.525 Wisconsin
Laura Anderson USHS-MN-W · 2012-13 · 0.34 PPG 0.290 Yale
Taylor Heise USHS-MN-W · 2012-13 · 0.36 PPG 0.897 Minnesota
Sierra Smith USHS-MN-W · 2012-13 · 0.40 PPG 0.000 Minnesota
Katie McMillan USHS-MN-W · 2012-13 · 0.24 PPG 0.314 Penn State

Historical Comparables — NCAA D3W

PlayerJunior Season · PPG FR College PPGSchoolConference
Amanda Smythe 2024-25 · 1.16 PPG 0.105 Wisconsin-River Falls WIAC
Kaitlin Roberts 2023-24 · 0.31 PPG Gustavus Adolphus MIAC
Karin Knapp 2015-16 · 0.29 PPG Wisconsin-Eau Claire WIAC
Natalie Heutmaker 2024-25 · 0.42 PPG 0.280 Norwich LittleEast
Sophie Johnson 2023-24 · 0.77 PPG 0.143 St. Scholastica NCHA

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.