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Position: Forward DOB: Unknown Country: USA

NCAA-W Projection

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NCAA Division I Women's

Projected PPG — WCHA-W

0.12

Developing (<0.25)

Base NCAAe-W PPG0.1403

Conf. Strength0.997

Year Adj (FR)×0.80

Confidencehigh

Seasons Used2

NCAA D3W

Projected PPG — Division Avg

0.29

Developing (<0.35)

Base D3e-W PPG0.3363

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).

Season	Team	League	GP	G	A	Pts	PPG	NCAAe-W PPG	Age-Adjusted
2011-12	Bismarck Blizzard	USHS-W	25	14	7	21	0.840	0.0713	0.0713
2012-13	Bismarck Blizzard	USHS-W	25	6	12	18	0.720	0.0611	0.0611
2013-14	Bismarck Blizzard	USHS-W	26	20	17	37	1.423	0.1208	0.1208
2014-15	Bismarck Blizzard	USHS-W	21	16	18	34	1.619	0.1375	0.1375

NCAAe-W = points/game translated to NCAA-W equivalent · COVID-flagged seasons in yellow

College Seasons

Season	School	Conference	Year	GP	G	A	Pts	PPG
2018-19	Concordia	MIAC	FR	24	5	2	7	0.292

Historical Comparables — NCAA D1W

Player	League · Season · PPG	FR College PPG	School
Carly Bullock	USHS-MN-W · 2012-13 · 0.92 PPG	0.812	Princeton
Emily Antony	USHS-MN-W · 2012-13 · 0.92 PPG	0.444	Minnesota State
Vilma Tanskanen	SMLIIGA-W · 2012-13 · 0.35 PPG	0.182	North Dakota
Lydia Passolt	USHS-MN-W · 2012-13 · 0.89 PPG	0.095	Bemidji State
Amanda Bäckebo	SDHL · 2012-13 · 0.11 PPG	0.056	Syracuse

Historical Comparables — NCAA D3W

Player	Junior Season · PPG	FR College PPG	School	Conference
Cara Cook	2022-23 · 1.12 PPG	0.333	Aurora	NCHA
Amber Meluzio	2024-25 · 0.79 PPG	0.464	Elmira	UCHC
Maeghan Howson	2022-23 · 1.14 PPG	0.333	Lebanon Valley	UCHC
Hayley Walsh	2011-12 · 1.96 PPG	0.194	Wisconsin-River Falls	WIAC
Reese Swanson	2021-22 · 1.42 PPG	0.267	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.