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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

0.35

Average (0.25–0.45)

Base NCAAe-W PPG0.4090

Conf. Strength0.997

Year Adj (FR)×0.80

Confidencehigh

Seasons Used2

NCAA D3W

Projected PPG — Division Avg

0.80

Strong (0.65–1.00)

Base D3e-W PPG0.9325

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	Apple Valley High (women)	USHS-MN-W	25	13	9	22	0.880	0.1329	0.1329
2011-12	Apple Valley High (women)	USHS-MN-W	25	20	11	31	1.240	0.1872	0.1872
2012-13	Apple Valley High (women)	USHS-MN-W	24	12	17	29	1.208	0.1825	0.1825
2013-14	Apple Valley High (women)	USHS-MN-W	25	26	9	35	1.400	0.2114	0.2114

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
2017-18	Gustavus Adolphus	MIAC	SR	27	12	19	31	1.148
2016-17	Gustavus Adolphus	MIAC	JR	26	8	13	21	0.808
2015-16	Gustavus Adolphus	MIAC	SO	24	10	8	18	0.750
2014-15	Gustavus Adolphus	MIAC	FR	26	9	18	27	1.038

Historical Comparables — NCAA D1W

Player	League · Season · PPG	FR College PPG	School
Mariah Gardner	USHS-MN-W · 2012-13 · 1.40 PPG	0.071	Minnesota State
Abby Halluska	USHS-MN-W · 2013-14 · 1.40 PPG	0.314	Bemidji State
Gabby Billing	USHS-MN-W · 2013-14 · 1.40 PPG	0.310	Dartmouth
Charly Dalhquist	USHS-MN-W · 2013-14 · 1.40 PPG	0.241	North Dakota
Katie Detert	USHS-W · 2013-14 · 2.50 PPG	0.000	St. Cloud State

Historical Comparables — NCAA D3W

Player	Junior Season · PPG	FR College PPG	School	Conference
Gracyn Knowles	2024-25 · 0.92 PPG	0.548	Wisconsin-River Falls	WIAC
Ella Konrad	2024-25 · 0.74 PPG	0.700	Nazareth	UCHC
Gabby Olson	2016-17 · 1.28 PPG	—	Bethel	MIAC
Chloe Nelson	2018-19 · 1.28 PPG	—	Wisconsin-Eau Claire	WIAC
Elizabeth Tabaka	2011-12 · 0.83 PPG	0.615	Augsburg	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.