Gustavus Adolphus
Set Commitment
NCAA Division I Women's
Projected PPG — WCHA-W
0.15
Developing (<0.25)
Base NCAAe-W PPG0.1700
Conf. Strength0.997
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2
NCAA D3W
Projected PPG — Division Avg
0.37
Average (0.35–0.65)
Base D3e-W PPG0.4346
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2
D1W / D3W Likelihood
12%
NCAA D1W
0%
NCAA D3W
88%
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 |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Superior High | USHS-W | 22 | 16 | 12 | 28 | 1.273 | 0.1081 | 0.1152 |
| 2023-24 | Superior High | USHS-W | 24 | 18 | 19 | 37 | 1.542 | 0.1309 | 0.1323 |
| 2024-25 | Team Wisconsin 16U AAA | 16U-AAA-W | 24 | 8 | 7 | 15 | 0.625 | 0.2007 | 0.1952 |
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 |
|---|---|---|---|
| Nicole Guagliardo | USHS-W · 2013-14 · 2.27 PPG | 0.156 | Mercyhurst |
| 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 |
| Joie Phelps | USHS-MN-W · 2013-14 · 1.26 PPG | 0.182 | Cornell |
| Natalie Snodgrass | USHS-MN-W · 2013-14 · 1.33 PPG | 1.000 | UConn |
Historical Comparables — NCAA D3W
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Hannah Grabianowski | 2023-24 · 0.92 PPG | 0.517 | St. Norbert | NCHA |
| Ella Konrad | 2023-24 · 0.70 PPG | 0.700 | Nazareth | UCHC |
| Maggie Hunter | 2022-23 · 0.50 PPG | 0.931 | Norwich | LittleEast |
| Sophie Martin | 2023-24 · 0.77 PPG | 0.667 | Bethel | MIAC |
| Alana Laser | 2024-25 · 1.13 PPG | 0.417 | Albertus Magnus | UCHC |
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.