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Mackenzie Riches Elite Prospects ↗

Position: Forward DOB: Unknown Country: Canada
NCAA-W Projection
Providence
Verbal HEA-W D1W

Set Commitment

NCAA Division I Women's

Projected PPG — WCHA-W
0.17
Developing (<0.25)
Base NCAAe-W PPG0.1988
Conf. Strength0.997
Year Adj (FR)×0.80
Confidencelow
Seasons Used1

NCAA D3W

Projected PPG — Division Avg
0.61
Average (0.35–0.65)
Base D3e-W PPG0.7184
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencelow
Seasons Used1

D1W / D3W Likelihood

15%
NCAA D1W
15%
NCAA D3W
70%
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
2024-25 Durham West Jr. Lightning OWHL-U22 5 0 0 0 0.000 N/A N/A
2025-26 Durham West Jr. Lightning OWHL-U22 37 11 10 21 0.568 0.1988 0.1988
NCAAe-W = points/game translated to NCAA-W equivalent  ·  COVID-flagged seasons in yellow

Historical Comparables — NCAA D1W

PlayerLeague · Season · PPG FR College PPGSchool
Sydney Brodt USHS-MN-W · 2012-13 · 1.32 PPG 0.600 Minnesota Duluth
Jackie Pieper USHS-MN-W · 2013-14 · 1.32 PPG 0.324 Merrimack
Natalie Snodgrass USHS-MN-W · 2013-14 · 1.33 PPG 1.000 UConn
Sylvia Marolt USHS-MN-W · 2013-14 · 1.35 PPG 0.000 Bemidji State
Casey Leveillee NE-Prep-Girls · 2012-13 · 0.63 PPG 0.265 Vermont

Historical Comparables — NCAA D3W

PlayerJunior Season · PPG FR College PPGSchoolConference
Kaiya Sandy 2024-25 · 1.27 PPG 0.571 Hamline MIAC
Molly Murphy 2024-25 · 1.23 PPG 0.583 Framingham State MASCAC
Jillian Tabaka 2021-22 · 1.38 PPG 0.518 Concordia (WI) NCHA
Amber Heidenreich 2013-14 · 1.43 PPG 0.500 Wisconsin-Superior WIAC
Presleigh Giesbrecht 2021-22 · 0.72 PPG 1.000 Post CHA-W

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.