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Position: Forward DOB: 1997-12-14 Country: USA

NCAA-W Projection

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NCAA Division I Women's

Projected PPG — WCHA-W

0.60

Strong (0.45–0.70)

Base NCAAe-W PPG0.6475

Conf. Strength0.997

Year Adj (FR)×0.87

Confidencehigh

Seasons Used2

NCAA D3W

Projected PPG — Division Avg

1.26

Elite (1.00+)

Base D3e-W PPG1.4705

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
2012-13	Elk River/Zimmerman (women)	USHS-MN-W	25	11	13	24	0.960	0.1450	0.1450
2013-14	Elk River/Zimmerman (women)	USHS-MN-W	24	5	16	21	0.875	0.1321	0.1321
2014-15	Elk River/Zimmerman (women)	USHS-MN-W	24	12	16	28	1.167	0.1762	0.1762
2015-16	Elk River/Zimmerman (women)	USHS-MN-W	25	21	16	37	1.480	0.2235	0.2235

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
2019-20	Hamline	MIAC	SR	26	17	22	39	1.500
2018-19	Hamline	MIAC	JR	30	27	37	64	2.133
2017-18	Hamline	MIAC	SO	30	31	25	56	1.867
2016-17	Hamline	MIAC	FR	26	17	9	26	1.000

Historical Comparables — NCAA D1W

Player	League · Season · PPG	FR College PPG	School
Danielle Marmer	19U-AAA-W · 2012-13 · 0.70 PPG	0.108	Quinnipiac
Aly Tremblay	USHS-W · 2012-13 · 2.61 PPG	0.030	RPI
Jacqueline Kaasa	USHS-MN-W · 2013-14 · 1.46 PPG	0.143	Bemidji State
Lindsay Roethke	USHS-MN-W · 2013-14 · 1.52 PPG	0.027	UConn
Nicole Guagliardo	USHS-W · 2012-13 · 2.54 PPG	0.156	Mercyhurst

Historical Comparables — NCAA D3W

Player	Junior Season · PPG	FR College PPG	School	Conference
Jenna Allen	2023-24 · 0.93 PPG	0.586	Augsburg	MIAC
Ellie Newpower	2023-24 · 0.79 PPG	0.679	Hamline	MIAC
Taylor Lesnar	2024-25 · 1.50 PPG	0.357	St. Norbert	NCHA
Kayla Fuechtmann	2010-11 · 1.04 PPG	0.520	Augsburg	MIAC
Mollie Wise	2014-15 · 1.56 PPG	0.348	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.