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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

0.28

Average (0.25–0.45)

Base NCAAe-W PPG0.3308

Conf. Strength0.997

Year Adj (FR)×0.80

Confidencehigh

Seasons Used2

NCAA D3W

Projected PPG — Division Avg

0.65

Average (0.35–0.65)

Base D3e-W PPG0.7559

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	Lakeville South High	USHS-MN-W	25	9	16	25	1.000	0.1510	0.1510
2011-12	Lakeville South High	USHS-MN-W	25	8	27	35	1.400	0.2114	0.2114
2012-13	Lakeville South High	USHS-MN-W	25	14	17	31	1.240	0.1872	0.1872

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	Augsburg	MIAC	SR	27	13	11	24	0.889
2015-16	Augsburg	MIAC	JR	26	6	11	17	0.654
2014-15	Augsburg	MIAC	SO	25	9	7	16	0.640
2013-14	Augsburg	MIAC	FR	25	4	11	15	0.600

Historical Comparables — NCAA D1W

Player	League · Season · PPG	FR College PPG	School
Kiki Radke	USHS-MN-W · 2013-14 · 1.24 PPG	0.273	Bemidji State
Joie Phelps	USHS-MN-W · 2013-14 · 1.26 PPG	0.182	Cornell
Mac Johnson	USHS-MN-W · 2013-14 · 1.22 PPG	0.125	St. Cloud State
Nicole Guagliardo	USHS-W · 2013-14 · 2.27 PPG	0.156	Mercyhurst
Natalie Snodgrass	USHS-MN-W · 2012-13 · 1.20 PPG	1.000	UConn

Historical Comparables — NCAA D3W

Player	Junior Season · PPG	FR College PPG	School	Conference
Kylie Scott	2022-23 · 1.04 PPG	0.440	Gustavus Adolphus	MIAC
Avery Engbrecht	2023-24 · 1.27 PPG	0.370	Wisconsin-Stevens Point	WIAC
Alexa Weiderhold	2014-15 · 1.13 PPG	—	Canton	SUNYAC
Ashley Healy	2017-18 · 1.27 PPG	0.357	St. Scholastica	NCHA
Ellaina Reynolds	2017-18 · 1.23 PPG	0.368	Wisconsin-Superior	WIAC

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.