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Lauren VanStone Elite Prospects ↗

Position: Forward DOB: 1997-10-07 Country: USA

NCAA-W Projection

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NCAA Division I Women's

Projected PPG — WCHA-W

0.10

Developing (<0.25)

Base NCAAe-W PPG0.1170

Conf. Strength0.997

Year Adj (FR)×0.80

Confidencehigh

Seasons Used2

NCAA D3W

Projected PPG — Division Avg

0.25

Developing (<0.35)

Base D3e-W PPG0.2963

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	Haverford High	USHS-W	16	29	10	39	2.438	0.2069	0.2248
2012-13	Haverford High	USHS-W	17	29	7	36	2.118	0.1798	0.1879
2013-14	Haverford High	USHS-W	15	33	8	41	2.733	0.2321	0.2300
2014-15	Haverford High	USHS-W	8	0	0	0	0.000	N/A	N/A

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	Neumann	UCHC	SO	25	3	2	5	0.200
2016-17	Neumann	UCHC	FR	25	2	2	4	0.160

Historical Comparables — NCAA D1W

Player	League · Season · PPG	FR College PPG	School
Lindsay Roethke	USHS-MN-W · 2013-14 · 1.52 PPG	0.027	UConn
Sydney Brodt	USHS-MN-W · 2013-14 · 1.54 PPG	0.600	Minnesota Duluth
Brooklynn Schugel	USHS-MN-W · 2012-13 · 1.54 PPG	0.270	Minnesota Duluth
Taylor Wente	USHS-MN-W · 2013-14 · 1.54 PPG	0.658	Minnesota
Demi Gardner	USHS-MN-W · 2013-14 · 1.55 PPG	0.250	Minnesota State

Historical Comparables — NCAA D3W

Player	Junior Season · PPG	FR College PPG	School	Conference
Jamie Henderson	2011-12 · 1.96 PPG	0.320	Saint Mary's (MN)	MIAC
Bailey Vesper	2023-24 · 1.70 PPG	0.393	Saint Benedict	MIAC
Natalie Meeder	2023-24 · 0.70 PPG	0.960	Dubuque	NCHA
Josie Grossman	2023-24 · 1.46 PPG	0.400	Wisconsin-Eau Claire	WIAC
Annika Mielke	2022-23 · 1.31 PPG	0.524	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.