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Taylor Willoughby Elite Prospects ↗

Position: Defense DOB: 2004-01-28 Country: Canada
NCAA-W Projection
No commitment set

Set Commitment

NCAA Division I Women's

Projected PPG — WCHA-W
0.06
Developing (<0.25)
Base NCAAe-W PPG0.0646
Conf. Strength0.997
Year Adj (FR)×0.80
Confidencehigh
Seasons Used1

NCAA D3W

Projected PPG — Division Avg
0.15
Developing (<0.35)
Base D3e-W PPG0.1605
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencehigh
Seasons Used1

D1W / D3W Likelihood

10%
NCAA D1W
0%
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
2019-20 Okanagan Hockey Acad Vars CSSHL-U18W 18 2 4 6 0.333 0.0764 0.0764
2021-22 Northern Alberta Xtreme U18 CSSHL-U18W 27 4 2 6 0.222 0.0509 0.0509
NCAAe-W = points/game translated to NCAA-W equivalent  ·  COVID-flagged seasons in yellow

College Seasons

SeasonSchoolConferenceYear GPGAPtsPPG
2025-26 Manhattanville UCHC SR 25 0 2 2 0.080
2024-25 Manhattanville UCHC JR 26 1 7 8 0.308
2023-24 Manhattanville UCHC SO 27 3 6 9 0.333
2022-23 Manhattanville UCHC FR 27 0 0 0 0.000

Historical Comparables — NCAA D1W

PlayerLeague · Season · PPG FR College PPGSchool
Kate Glover USHS-MN-W · 2012-13 · 0.35 PPG 0.167 Harvard
Lauren Niska USHS-MN-W · 2012-13 · 0.36 PPG 0.000 Minnesota Duluth
Ellie Larson USHS-MN-W · 2012-13 · 0.30 PPG 0.143 RIT
Sylvie Wallin USHS-MN-W · 2012-13 · 0.28 PPG 0.333 Princeton
Abby Ecker USHS-MN-W · 2012-13 · 0.42 PPG 0.000 Bemidji State

Historical Comparables — NCAA D3W

PlayerJunior Season · PPG FR College PPGSchoolConference
Ava Johansson 2022-23 · 1.23 PPG 0.130 Wisconsin-Eau Claire WIAC
Lauren Riccobelli 2024-25 · 0.52 PPG 0.320 SUNY Oswego SUNYAC
Macy Peterson 2022-23 · 0.93 PPG 0.194 Post CHA-W
Lily Anderson 2022-23 · 0.43 PPG 0.385 Endicott NEHC
Lauren Hornstein 2024-25 · 0.40 PPG — Hamline MIAC

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.