Based on 40 comparable players
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 |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Mahtomedi High | USHS-MN-W | 23 | 6 | 6 | 12 | 0.522 | 0.0788 | 0.0788 |
| 2022-23 | Roseville/Mahtomedi High | USHS-MN-W | 26 | 1 | 2 | 3 | 0.115 | 0.0174 | 0.0157 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Beloit | WIAC | FR | 22 | 1 | 2 | 3 | 0.136 |
| 2023-24 | Hamline | MIAC | FR | 1 | 0 | 0 | 0 | 0.000 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Sharon Frankel | NE-Prep-Girls · 2012-13 · 0.05 PPG | 0.312 | Princeton |
| Becca Gilmore | NE-Prep-Girls · 2012-13 · 0.04 PPG | 1.167 | Harvard |
| Madison Nichols | NE-Prep-Girls · 2012-13 · 0.04 PPG | 0.360 | St. Michael's College |
| Stella Haberman | USHS-MN-W · 2012-13 · 0.12 PPG | 0.125 | RIT |
| Mallory Rushton | NE-Prep-Girls · 2012-13 · 0.07 PPG | 0.125 | RIT |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Annie Gallagher | 2023-24 · 0.10 PPG | 0.391 | Williams | NESCAC |
| Hailey Stanius | 2022-23 · 0.35 PPG | 0.115 | Wisconsin-Stevens Point | WIAC |
| Molly Hentges | 2023-24 · 0.93 PPG | 0.043 | Concordia | MIAC |
| Maddison Vitali | 2024-25 · 0.15 PPG | 0.185 | Utica | UCHC |
| Kristi Bailliff | 2024-25 · 0.36 PPG | 0.115 | 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.