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Bailey Williams Elite Prospects ↗

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

Set Commitment

NCAA Division I Women's

Projected PPG — WCHA-W
0.04
Developing (<0.25)
Base NCAAe-W PPG0.0458
Conf. Strength0.997
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2

NCAA D3W

Projected PPG — Division Avg
0.10
Developing (<0.35)
Base D3e-W PPG0.1093
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2

D1W / D3W Likelihood

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
2014-15 Western Wisconsin Stars USHS-W 16 2 4 6 0.375 0.0318 0.0318
2016-17 Western Wisconsin Stars USHS-W 21 2 9 11 0.524 0.0445 0.0445
2019-20 Western Wisconsin Stars USHS-W 22 9 13 22 1.000 0.0849 0.0849
NCAAe-W = points/game translated to NCAA-W equivalent  ·  COVID-flagged seasons in yellow

College Seasons

SeasonSchoolConferenceYear GPGAPtsPPG
2023-24 Marian NCHA SR 13 0 2 2 0.154
2022-23 Marian NCHA JR 18 0 0 0 0.000
2021-22 Marian NCHA SO 20 1 0 1 0.050
2020-21 Marian NCHA FR 12 1 0 1 0.083

Historical Comparables — NCAA D1W

PlayerLeague · Season · PPG FR College PPGSchool
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
Kate Glover USHS-MN-W · 2012-13 · 0.35 PPG 0.167 Harvard
Brinna Dochniak USHS-MN-W · 2012-13 · 0.24 PPG 0.111 RIT
Grace Bowlby USHS-MN-W · 2012-13 · 0.24 PPG 0.316 Wisconsin

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.