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 |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Park High (women) | USHS-MN-W | 15 | 1 | 1 | 2 | 0.133 | 0.0201 | 0.0201 |
| 2021-22 | Park High (women) | USHS-MN-W | 26 | 5 | 2 | 7 | 0.269 | 0.0406 | 0.0406 |
| 2022-23 | Park High (women) | USHS-MN-W | 26 | 6 | 6 | 12 | 0.462 | 0.0697 | 0.0707 |
| 2023-24 | Park High (women) | USHS-MN-W | 27 | 5 | 6 | 11 | 0.407 | 0.0615 | 0.0598 |
| 2024-25 | Park High (women) | USHS-MN-W | 26 | 4 | 7 | 11 | 0.423 | 0.0639 | 0.0597 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Dubuque | NCHA | FR | 25 | 1 | 4 | 5 | 0.200 |
| 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 |
|---|---|---|---|---|
| Brynn Thoma | 2024-25 · 0.36 PPG | — | Concordia | MIAC |
| Sophie Grant | 2023-24 · 0.22 PPG | 0.654 | St. John Fisher | UCHC |
| Mikayla Murray | 2023-24 · 0.45 PPG | 0.316 | Trinity | NESCAC |
| Samantha Estes | 2013-14 · 0.36 PPG | 0.385 | Connecticut College | NESCAC |
| Grace Bailey | 2024-25 · 0.38 PPG | — | 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.