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Mackenzie Rugland Elite Prospects ↗

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

Set Commitment

NCAA Division I Women's

Projected PPG — WCHA-W
0.16
Developing (<0.25)
Base NCAAe-W PPG0.1885
Conf. Strength0.997
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2

NCAA D3W

Projected PPG — Division Avg
0.39
Average (0.35–0.65)
Base D3e-W PPG0.4568
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2

D1W / D3W Likelihood

2%
NCAA D1W
2%
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
2014-15 Roseau High (W) USHS-MN-W 25 9 9 18 0.720 0.1087 0.1087
2015-16 Forest Lake High (MN women) USHS-MN-W 25 9 7 16 0.640 0.0966 0.0966
2016-17 Forest Lake High (MN women) USHS-MN-W 23 13 16 29 1.261 0.1904 0.1904
2017-18 Forest Lake High (MN women) USHS-MN-W 25 13 18 31 1.240 0.1872 0.1872
NCAAe-W = points/game translated to NCAA-W equivalent  ·  COVID-flagged seasons in yellow

College Seasons

SeasonSchoolConferenceYear GPGAPtsPPG
2018-19 St. Scholastica NCHA FR 9 0 0 0 0.000

Historical Comparables — NCAA D1W

PlayerLeague · Season · PPG FR College PPGSchool
Kiki Radke USHS-MN-W · 2013-14 · 1.24 PPG 0.273 Bemidji State
Joie Phelps USHS-MN-W · 2013-14 · 1.26 PPG 0.182 Cornell
Mac Johnson USHS-MN-W · 2013-14 · 1.22 PPG 0.125 St. Cloud State
Nicole Guagliardo USHS-W · 2013-14 · 2.27 PPG 0.156 Mercyhurst
Natalie Snodgrass USHS-MN-W · 2012-13 · 1.20 PPG 1.000 UConn

Historical Comparables — NCAA D3W

PlayerJunior Season · PPG FR College PPGSchoolConference
Kylie Scott 2022-23 · 1.04 PPG 0.440 Gustavus Adolphus MIAC
Avery Engbrecht 2023-24 · 1.27 PPG 0.370 Wisconsin-Stevens Point WIAC
Alexa Weiderhold 2014-15 · 1.13 PPG — Canton SUNYAC
Ashley Healy 2017-18 · 1.27 PPG 0.357 St. Scholastica NCHA
Ellaina Reynolds 2017-18 · 1.23 PPG 0.368 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.