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Kaylee Liberty Elite Prospects ↗

Position: Forward DOB: 2001-02-08 Country: USA
NCAA-W Projection
No commitment set

Set Commitment

NCAA Division I Women's

Projected PPG — WCHA-W
0.24
Developing (<0.25)
Base NCAAe-W PPG0.2814
Conf. Strength0.997
Year Adj (FR)×0.80
Confidencehigh
Seasons Used1

NCAA D3W

Projected PPG — Division Avg
0.61
Average (0.35–0.65)
Base D3e-W PPG0.7109
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencehigh
Seasons Used1

D1W / D3W Likelihood

0%
NCAA D1W
2%
NCAA D3W
98%
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 Chicago Young Americans 19U JWHL-U19 27 5 4 9 0.333 0.1294 0.1294
NCAAe-W = points/game translated to NCAA-W equivalent  ·  COVID-flagged seasons in yellow

College Seasons

SeasonSchoolConferenceYear GPGAPtsPPG
2022-23 Endicott NEHC SR 23 7 7 14 0.609
2021-22 Endicott NEHC JR 24 8 9 17 0.708
2020-21 Endicott NEHC SO 6 5 3 8 1.333
2019-20 Endicott NEHC FR 25 6 7 13 0.520

Historical Comparables — NCAA D1W

PlayerLeague · Season · PPG FR College PPGSchool
Amanda Bäckebo SDHL · 2012-13 · 0.11 PPG 0.056 Syracuse
Holly Dietzler USHS-MN-W · 2012-13 · 0.84 PPG 0.108 Lindenwood
Jessica Bonfe USHS-MN-W · 2012-13 · 0.84 PPG 0.206 Merrimack
Kylie Hanley USHS-MN-W · 2012-13 · 0.84 PPG 0.143 Minnesota Duluth
Danielle Marmer NE-Prep-Girls · 2012-13 · 0.39 PPG 0.000 Quinnipiac

Historical Comparables — NCAA D3W

PlayerJunior Season · PPG FR College PPGSchoolConference
Adrienne Hansen 2023-24 · 0.70 PPG 0.481 Wisconsin-Eau Claire WIAC
Lauren Schmidt 2024-25 · 1.00 PPG 0.333 St. Catherine MIAC
Alyson Vogelsang 2023-24 · 0.81 PPG St. Catherine MIAC
Andrea Noss 2013-14 · 0.52 PPG 0.667 SUNY Oswego SUNYAC
Shelby Evans 2024-25 · 0.89 PPG 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.