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Leah Rubinshteyn Elite Prospects ↗

Position: Forward DOB: 2003-12-22 Country: USA

NCAA-W Projection

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Detected conference: () — projections will update automatically.

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NCAA Division I Women's

Projected PPG — WCHA-W

0.20

Developing (<0.25)

Base NCAAe-W PPG0.2339

Conf. Strength0.997

Year Adj (FR)×0.80

Confidencehigh

Seasons Used1

NCAA D3W

Projected PPG — Division Avg

0.44

Average (0.35–0.65)

Base D3e-W PPG0.5127

Conf. Strength1.000

Year Adj (FR)×0.80

Confidencemedium

Seasons Used0

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
2019-20	Philadelphia Jr Flyers 16U	JWHL-U16	28	16	15	31	1.107	0.2493	0.2493

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
2025-26	Williams	NESCAC	SR	28	4	8	12	0.429
2024-25	Williams	NESCAC	JR	25	8	8	16	0.640
2023-24	Williams	NESCAC	SO	24	12	3	15	0.625
2022-23	Williams	NESCAC	FR	24	5	2	7	0.292

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.