Gustavus Adolphus
Set Commitment
NCAA Division I Women's
Projected PPG — WCHA-W
0.12
Developing (<0.25)
Base NCAAe-W PPG0.1390
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 PPG0.3839
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2
D1W / D3W Likelihood
8%
NCAA D1W
10%
NCAA D3W
82%
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 | Bay Area Ice Bears | USHS-W | 24 | 17 | 22 | 39 | 1.625 | 0.1380 | 0.1379 |
| 2024-25 | Bay Area Ice Bears | USHS-W | 24 | 25 | 21 | 46 | 1.917 | 0.1627 | 0.1584 |
| 2025-26 | Bay Area Ice Bears | USHS-W | 23 | 16 | 20 | 36 | 1.565 | 0.1329 | 0.1261 |
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 |
|---|---|---|---|
| Danielle Marmer | NE-Prep-Girls · 2012-13 · 0.39 PPG | 0.000 | Quinnipiac |
| Holly Dietzler | USHS-MN-W · 2012-13 · 0.84 PPG | 0.108 | Lindenwood |
| Jessica Bonfe | USHS-MN-W · 2012-13 · 0.84 PPG | 0.206 | Merrimack |
| Kylie Hanley | USHS-MN-W · 2012-13 · 0.84 PPG | 0.143 | Minnesota Duluth |
| Suvi Ollikainen | SMLIIGA-W · 2012-13 · 0.32 PPG | 0.151 | St. Cloud State |
Historical Comparables — NCAA D3W
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Kayleigh Olson | 2024-25 · 2.08 PPG | 0.167 | Gustavus Adolphus | MIAC |
| McKenna Sandberg | 2022-23 · 1.23 PPG | 0.280 | Wisconsin-Eau Claire | WIAC |
| Addison Seleski | 2024-25 · 1.04 PPG | 0.323 | Wisconsin-River Falls | WIAC |
| Andrea Noss | 2013-14 · 0.52 PPG | 0.667 | SUNY Oswego | SUNYAC |
| Afton Hulke | 2023-24 · 1.11 PPG | 0.308 | Bethel | 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.