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Emily Rubinstein Elite Prospects ↗

Position: Defense DOB: Unknown Country: USA
NCAA-W Projection
No commitment set

Set Commitment

NCAA Division I Women's

Projected PPG — WCHA-W
0.08
Developing (<0.25)
Base NCAAe-W PPG0.0807
Conf. Strength0.997
Year Adj (FR)×0.80
Confidencelow
Seasons Used1

NCAA D3W

Projected PPG — Division Avg
0.21
Developing (<0.35)
Base D3e-W PPG0.2228
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencelow
Seasons Used1

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).

SeasonTeamLeagueGP GAPtsPPG NCAAe-W PPGAge-Adjusted
2011-12 Naper Valley Warriors USHS-W 20 9 10 19 0.950 0.0807 0.0807
NCAAe-W = points/game translated to NCAA-W equivalent  ·  COVID-flagged seasons in yellow

College Seasons

SeasonSchoolConferenceYear GPGAPtsPPG
2012-13 Hamilton NESCAC FR 4 0 0 0 0.000

Historical Comparables — NCAA D1W

PlayerLeague · Season · PPG FR College PPGSchool
Kate Rydland USHS-MN-W · 2012-13 · 0.54 PPG 0.161 Penn State
Lauren Boyle USHS-MN-W · 2012-13 · 0.52 PPG 0.486 Ohio State
Brittney Anderson USHS-MN-W · 2012-13 · 0.52 PPG 0.571 St. Cloud State
Mckenzie Revering USHS-MN-W · 2012-13 · 0.56 PPG 0.059 Minnesota Duluth
McKenna Wesloh USHS-MN-W · 2012-13 · 0.56 PPG 0.273 Ohio State

Historical Comparables — NCAA D3W

PlayerJunior Season · PPG FR College PPGSchoolConference
Kylie Ligday 2022-23 · 0.81 PPG 0.280 Gustavus Adolphus MIAC
Aubree McDonagh 2023-24 · 0.59 PPG 0.360 St. Catherine MIAC
Audrey McClurg 2024-25 · 0.52 PPG Concordia MIAC
Erika McDonald 2016-17 · 0.54 PPG Adrian NCHA
Bea Palmer 2024-25 · 0.83 PPG 0.250 Bowdoin NESCAC

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.