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 |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Andover High | USHS-MN-W | 31 | 7 | 11 | 18 | 0.581 | 0.0877 | 0.0883 |
| 2023-24 | Andover High | USHS-MN-W | 31 | 11 | 11 | 22 | 0.710 | 0.1072 | 0.1034 |
| 2024-25 | Andover High | USHS-MN-W | 30 | 7 | 6 | 13 | 0.433 | 0.0654 | 0.0606 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Bethel | MIAC | FR | 26 | 7 | 4 | 11 | 0.423 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Sierra Smith | USHS-MN-W · 2012-13 · 0.40 PPG | 0.000 | Minnesota |
| Rose Rather | NE-Prep-Girls · 2012-13 · 0.20 PPG | 0.824 | Holy Cross |
| Taylor Heise | USHS-MN-W · 2012-13 · 0.36 PPG | 0.897 | Minnesota |
| Laura Anderson | USHS-MN-W · 2012-13 · 0.34 PPG | 0.290 | Yale |
| Presley Norby | USHS-MN-W · 2012-13 · 0.33 PPG | 0.525 | Wisconsin |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Gianna Kowalkoski | 2023-24 · 0.89 PPG | 0.167 | St. Olaf | MIAC |
| Brynn Thoma | 2024-25 · 0.36 PPG | — | Concordia | MIAC |
| Sophie Grant | 2023-24 · 0.22 PPG | 0.654 | St. John Fisher | UCHC |
| Grace Bailey | 2024-25 · 0.38 PPG | — | Gustavus Adolphus | MIAC |
| Samantha Estes | 2013-14 · 0.36 PPG | 0.385 | Connecticut College | NESCAC |
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.