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Willow Roberts 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
0.05
Developing (<0.25)
Base NCAAe-W PPG0.0601
Conf. Strength0.997
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2

NCAA D3W

Projected PPG — Division Avg
0.12
Developing (<0.35)
Base D3e-W PPG0.1419
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2

D1W / D3W Likelihood

10%
NCAA D1W
2%
NCAA D3W
88%
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
2023-24 LA Lions 16U AAA 16U-AAA-W 42 6 2 8 0.191 0.0612 0.0612
2024-25 San Diego Angels 19U AAA 19U-AAA-W 47 7 16 23 0.489 0.1558 0.1558
NCAAe-W = points/game translated to NCAA-W equivalent  ·  COVID-flagged seasons in yellow

College Seasons

SeasonSchoolConferenceYear GPGAPtsPPG
2025-26 Chatham UCHC FR 23 1 1 2 0.087

Historical Comparables — NCAA D1W

PlayerLeague · Season · PPG FR College PPGSchool
Molly Strabley NE-Prep-Girls · 2012-13 · 0.48 PPG 0.103 Princeton
Katie Detert USHS-W · 2012-13 · 1.80 PPG 0.000 St. Cloud State
Annie Roche USHS-W · 2012-13 · 1.88 PPG 0.000 Colgate
Ivy Dynek USHS-W · 2013-14 · 1.78 PPG 0.000 St. Cloud State
Grace Zumwinkle USHS-MN-W · 2012-13 · 1.08 PPG 1.000 Minnesota

Historical Comparables — NCAA D3W

PlayerJunior Season · PPG FR College PPGSchoolConference
Cara Cook 2022-23 · 1.12 PPG 0.333 Aurora NCHA
Amber Meluzio 2024-25 · 0.79 PPG 0.464 Elmira UCHC
Shelby Evans 2024-25 · 0.89 PPG St. Scholastica NCHA
Madison Nichols 2017-18 · 0.84 PPG 0.450 Nazareth UCHC
Lauren Bolger 2012-13 · 0.94 PPG New England College LittleEast

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.