← Women's Search ↗ Social Card

Vanessa Stuart Elite Prospects ↗

Position: Forward DOB: 2002-08-27 Country: Canada
NCAA-W Projection
No commitment set

Set Commitment

NCAA Division I Women's

Projected PPG — WCHA-W
0.06
Developing (<0.25)
Base NCAAe-W PPG0.0669
Conf. Strength0.997
Year Adj (FR)×0.80
Confidencehigh
Seasons Used1

NCAA D3W

Projected PPG — Division Avg
0.15
Developing (<0.35)
Base D3e-W PPG0.1716
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencehigh
Seasons Used1

D1W / D3W Likelihood

17%
NCAA D1W
0%
NCAA D3W
83%
Club / Other

Based on 6 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
2018-19 Lac St-Louis Warriors M18 AAA(W) QMAAA-W 28 5 5 10 0.357 0.0522 0.0516
2019-20 Ontario Hockey Acad Juniors CAHS-W 51 6 4 10 0.196 0.0704 0.0704
2020-21 Ontario Hockey Acad Juniors CAHS-W 0 0 0 0 0.000 N/A N/A
NCAAe-W = points/game translated to NCAA-W equivalent  ·  COVID-flagged seasons in yellow

College Seasons

SeasonSchoolConferenceYear GPGAPtsPPG
2023-24 Suffolk NEHC JR 25 1 3 4 0.160
2022-23 Suffolk NEHC SO 28 1 1 2 0.071
2021-22 Suffolk NEHC FR 25 1 3 4 0.160

Historical Comparables — NCAA D1W

PlayerLeague · Season · PPG FR College PPGSchool
Laura Anderson USHS-MN-W · 2012-13 · 0.34 PPG 0.290 Yale
Presley Norby USHS-MN-W · 2012-13 · 0.33 PPG 0.525 Wisconsin
Taylor Heise USHS-MN-W · 2012-13 · 0.36 PPG 0.897 Minnesota
Sierra Smith USHS-MN-W · 2012-13 · 0.40 PPG 0.000 Minnesota
Rose Rather NE-Prep-Girls · 2012-13 · 0.20 PPG 0.824 Holy Cross

Historical Comparables — NCAA D3W

PlayerJunior Season · PPG FR College PPGSchoolConference
Charlie Calamari 2013-14 · 0.64 PPG 0.292 SUNY Cortland SUNYAC
Maddy Belisle 2023-24 · 0.63 PPG 0.286 Hamline MIAC
Sara Lind 2010-11 · 0.56 PPG 0.333 St. Olaf MIAC
Aryah Hansen 2023-24 · 0.48 PPG — Wisconsin-Stevens Point WIAC
Ella Hornung 2023-24 · 0.58 PPG 0.333 Wisconsin-Superior WIAC

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.