Gustavus Adolphus
Set Commitment
NCAA Division I Women's
Projected PPG — WCHA-W
0.14
Developing (<0.25)
Base NCAAe-W PPG0.1579
Conf. Strength0.997
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2
NCAA D3W
Projected PPG — Division Avg
0.33
Developing (<0.35)
Base D3e-W PPG0.3826
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2
D1W / D3W Likelihood
0%
NCAA D1W
10%
NCAA D3W
90%
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).
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-W PPG | Age-Adjusted |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Westonka/SW Christian High | USHS-MN-W | 27 | 6 | 13 | 19 | 0.704 | 0.1063 | 0.1042 |
| 2024-25 | Westonka/SW Christian High | USHS-MN-W | 28 | 10 | 16 | 26 | 0.929 | 0.1402 | 0.1320 |
| 2025-26 | Westonka/SW Christian High | USHS-MN-W | 28 | 13 | 23 | 36 | 1.286 | 0.1941 | 0.1751 |
NCAAe-W = points/game translated to NCAA-W equivalent · COVID-flagged seasons in yellow
Historical Comparables — NCAA D1W
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Gabbie Hughes | USHS-MN-W · 2013-14 · 1.16 PPG | 1.121 | Minnesota Duluth |
| Laura Anderson | USHS-MN-W · 2013-14 · 1.16 PPG | 0.290 | Yale |
| Andrea Renner | USHS-W · 2013-14 · 2.00 PPG | 0.167 | Northeastern |
| Melissa Haganey | 19U-AAA-W · 2012-13 · 0.55 PPG | 0.143 | Northeastern |
| Liz Schepers | USHS-MN-W · 2012-13 · 1.12 PPG | 0.410 | Ohio State |
Historical Comparables — NCAA D3W
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Tory Heller | 2010-11 · 1.04 PPG | 0.407 | Wisconsin-Eau Claire | WIAC |
| Ana Myers | 2022-23 · 0.48 PPG | 0.880 | St. Catherine | MIAC |
| Brie Larkowski | 2014-15 · 1.06 PPG | — | Wisconsin-Stevens Point | WIAC |
| Malia Mckinnon | 2022-23 · 1.19 PPG | 0.346 | Bethel | MIAC |
| Madigan Goldsworthy | 2016-17 · 1.32 PPG | 0.320 | Gustavus Adolphus | MIAC |
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.