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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 PPG0.0636
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencehigh
Seasons Used1

NCAA D3W

Projected PPG — Division Avg
0.15
Developing (<0.35)
Base D3e-W PPG0.1581
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
Lily Anderson 2022-23 · 0.43 PPG 0.385 Endicott NEHC
Lauren Hornstein 2024-25 · 0.40 PPG — Hamline MIAC
Nora McConnell 2023-24 · 0.39 PPG 0.385 St. Olaf 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.