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Lauren Smith Elite Prospects ↗

Position: Defense DOB: Unknown Country: USA

NCAA-W Projection

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NCAA Division I Women's

Projected PPG — WCHA-W

0.21

Developing (<0.25)

Base NCAAe-W PPG0.2267

Conf. Strength0.997

Year Adj (FR)×0.80

Confidencehigh

Seasons Used2

NCAA D3W

Projected PPG — Division Avg

0.51

Average (0.35–0.65)

Base D3e-W PPG0.5369

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	Northern Edge	USHS-W	20	8	19	27	1.350	0.1146	0.1146
2013-14	Northern Edge	USHS-W	24	22	9	31	1.292	0.1097	0.1097
2014-15	Northern Edge	USHS-W	23	27	29	56	2.435	0.2067	0.2067
2025-26	Bishop O'Connell	USHS-MD-W	9	20	5	25	2.000	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
2019-20	Wisconsin-Stevens Point	WIAC	SO	1	0	0	0	0.000
2018-19	Wisconsin-Stevens Point	WIAC	FR	26	7	8	15	0.577

Historical Comparables — NCAA D1W

Player	League · Season · PPG	FR College PPG	School
Dani Sadek	USHS-MN-W · 2013-14 · 1.38 PPG	0.611	Ohio State
Grace Bizal	USHS-MN-W · 2013-14 · 1.35 PPG	0.268	Boston College
Kendra Nealey	USHS-W · 2013-14 · 2.14 PPG	0.212	Cornell
Lauren Kelly	NE-Prep-Girls · 2012-13 · 0.73 PPG	0.208	Dartmouth
Erin O'Connor	USHS-W · 2013-14 · 2.80 PPG	0.758	Cornell

Historical Comparables — NCAA D3W

Player	Junior Season · PPG	FR College PPG	School	Conference
Grace Karakas	2023-24 · 1.38 PPG	0.417	SUNY Cortland	SUNYAC
Abigail Chamernick	2022-23 · 1.17 PPG	0.500	Hamline	MIAC
Brittany Sticha	2012-13 · 1.78 PPG	0.320	Concordia (WI)	NCHA
Kelsey Ross	2018-19 · 0.83 PPG	0.692	St. Norbert	NCHA
Marina Chapman	2012-13 · 1.04 PPG	0.550	Gustavus Adolphus	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.