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Mariya Rauf Elite Prospects ↗

Position: Forward DOB: 2003-11-18 Country: USA
NCAA-W Projection
No commitment set

Set Commitment

NCAA Division I Women's

Projected PPG — WCHA-W
0.32
Average (0.25–0.45)
Base NCAAe-W PPG0.3715
Conf. Strength0.997
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2

NCAA D3W

Projected PPG — Division Avg
0.79
Strong (0.65–1.00)
Base D3e-W PPG0.9271
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2

D1W / D3W Likelihood

5%
NCAA D1W
0%
NCAA D3W
95%
Club / Other

Based on 40 comparable players

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
2017-18 Washington Pride 16U AAA JWHL-U16 21 1 3 4 0.191 0.0429 0.0452
2018-19 Washington Pride 16U AAA JWHL-U16 24 9 3 12 0.500 0.1126 0.1142
2019-20 Washington Pride 19U AAA JWHL-U19 21 11 8 19 0.905 0.3512 0.3512
2021-22 Washington Pride 19U AAA 19U-AAA-W 61 47 50 97 1.590 0.5062 0.4908
2022-23 Oakville Jr. Hornets OWHL-U22 39 22 18 40 1.026 0.3592 0.3244
NCAAe-W = points/game translated to NCAA-W equivalent  ·  COVID-flagged seasons in yellow

College Seasons

SeasonSchoolConferenceYear GPGAPtsPPG
2025-26 Yale ECAC-W SR 36 8 7 15 0.417
2024-25 Yale ECAC-W JR 27 6 5 11 0.407
2023-24 Yale ECAC-W SO 25 0 6 6 0.240

Historical Comparables — NCAA D1W

PlayerLeague · Season · PPG FR College PPGSchool
Taylor Williamson USHS-MN-W · 2013-14 · 2.14 PPG 0.395 Minnesota
Haley Mack USHS-MN-W · 2012-13 · 2.16 PPG 0.371 Bemidji State
Emily Bergland USHS-MN-W · 2012-13 · 2.16 PPG 0.114 Bemidji State
Corbin Boyd USHS-MN-W · 2012-13 · 2.16 PPG 0.269 Minnesota State
Brittany Wheeler USHS-MN-W · 2013-14 · 2.16 PPG 0.111 Yale

Historical Comparables — NCAA D3W

PlayerJunior Season · PPG FR College PPGSchoolConference
Kristin Chivers 2011-12 · 1.36 PPG 0.862 Elmira UCHC
Sarah Markey 2009-10 · 1.52 PPG 0.769 Salve Regina NEHC
Bre Simon 2014-15 · 1.17 PPG 1.000 Hamline MIAC
Chloe Summerfield 2014-15 · 2.36 PPG 0.500 Wisconsin-Eau Claire WIAC
Nicole Unsworth 2017-18 · 1.21 PPG 0.960 SUNY Plattsburgh SUNYAC

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.