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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

0.31

Average (0.25–0.45)

Base NCAAe-W PPG0.3586

Conf. Strength0.997

Year Adj (FR)×0.80

Confidencehigh

Seasons Used2

NCAA D3W

Projected PPG — Division Avg

0.70

Strong (0.65–1.00)

Base D3e-W PPG0.8175

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
2010-11	Mounds View High (women)	USHS-MN-W	24	7	9	16	0.667	0.1007	0.1007
2011-12	Mounds View High (women)	USHS-MN-W	25	7	18	25	1.000	0.1510	0.1510
2012-13	Mounds View High (women)	USHS-MN-W	25	11	21	32	1.280	0.1933	0.1933

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
2016-17	Saint Benedict	MIAC	SR	25	14	13	27	1.080
2015-16	Saint Benedict	MIAC	JR	25	11	5	16	0.640
2014-15	Saint Benedict	MIAC	SO	22	7	5	12	0.545
2013-14	Saint Benedict	MIAC	FR	25	6	10	16	0.640

Historical Comparables — NCAA D1W

Player	League · Season · PPG	FR College PPG	School
Nicole Guagliardo	USHS-W · 2013-14 · 2.27 PPG	0.156	Mercyhurst
Joie Phelps	USHS-MN-W · 2013-14 · 1.26 PPG	0.182	Cornell
Sydney Brodt	USHS-MN-W · 2012-13 · 1.32 PPG	0.600	Minnesota Duluth
Jackie Pieper	USHS-MN-W · 2013-14 · 1.32 PPG	0.324	Merrimack
Kiki Radke	USHS-MN-W · 2013-14 · 1.24 PPG	0.273	Bemidji State

Historical Comparables — NCAA D3W

Player	Junior Season · PPG	FR College PPG	School	Conference
Avery Engbrecht	2023-24 · 1.27 PPG	0.370	Wisconsin-Stevens Point	WIAC
Kylie Scott	2022-23 · 1.04 PPG	0.440	Gustavus Adolphus	MIAC
Abby Reule	2018-19 · 1.04 PPG	0.450	Concordia	MIAC
Lindsey Hays	2016-17 · 1.12 PPG	0.417	St. Catherine	MIAC
Emily Lemker	2018-19 · 1.12 PPG	0.417	Saint Benedict	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.