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Lauren Klein Elite Prospects ↗

Position: Forward DOB: 1998-06-30 Country: USA

NCAA-W Projection

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NCAA Division I Women's

Projected PPG — WCHA-W

0.22

Developing (<0.25)

Base NCAAe-W PPG0.2517

Conf. Strength1.000

Year Adj (FR)×0.80

Confidencehigh

Seasons Used2

NCAA D3W

Projected PPG — Division Avg

0.48

Average (0.35–0.65)

Base D3e-W PPG0.5585

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
2013-14	Minnetonka High (W)	USHS-MN-W	25	0	1	1	0.040	0.0060	0.0060
2014-15	Minnetonka High (W)	USHS-MN-W	25	2	6	8	0.320	0.0483	0.0483
2015-16	Minnetonka High (W)	USHS-MN-W	25	2	9	11	0.440	0.0664	0.0664
2016-17	Northwood School	NE-Prep-Girls	55	33	26	59	1.073	0.3484	0.3484

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
2020-21	Colby	NESCAC	SR	0	0	0	0	0.000
2019-20	Colby	NESCAC	JR	24	7	7	14	0.583
2018-19	Colby	NESCAC	SO	20	7	6	13	0.650
2017-18	Boston University	HEA-W	FR	19	0	0	0	0.000
2017-18	Colby	NESCAC	FR	16	2	1	3	0.188

Historical Comparables — NCAA D1W

Player	League · Season · PPG	FR College PPG	School
Brittany Wheeler	USHS-MN-W · 2012-13 · 2.32 PPG	0.111	Yale
Rebekah Kolstad	USHS-MN-W · 2013-14 · 2.32 PPG	0.057	North Dakota
Brooklynn Schugel	USHS-MN-W · 2013-14 · 2.26 PPG	0.270	Minnesota Duluth
Jordan McLaughlin	USHS-MN-W · 2013-14 · 2.22 PPG	0.294	Minnesota State
Lauren Hespenheide	USHS-MN-W · 2012-13 · 2.40 PPG	0.257	St. Cloud State

Historical Comparables — NCAA D3W

Player	Junior Season · PPG	FR College PPG	School	Conference
Kaiya Sandy	2024-25 · 1.27 PPG	0.571	Hamline	MIAC
Emily Wroblewski	2022-23 · 1.27 PPG	0.571	Salve Regina	NEHC
Sofia Pittis	2023-24 · 1.17 PPG	0.621	Nazareth	UCHC
Celena Rea	2016-17 · 0.83 PPG	0.870	Nazareth	UCHC
Aimee Briand	2012-13 · 0.90 PPG	0.810	Castleton	NEHC

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.