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 | Central Wisconsin Storm | USHS-W | 23 | 4 | 5 | 9 | 0.391 | 0.0332 | 0.0332 |
| 2023-24 | Central Wisconsin Storm | USHS-W | 23 | 7 | 4 | 11 | 0.478 | 0.0406 | 0.0406 |
| 2024-25 | Central Wisconsin Storm | USHS-W | 24 | 9 | 10 | 19 | 0.792 | 0.0672 | 0.0672 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Concordia (WI) | NCHA | FR | 26 | 4 | 4 | 8 | 0.308 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Rose Rather | NE-Prep-Girls · 2012-13 · 0.20 PPG | 0.824 | Holy Cross |
| Sierra Smith | USHS-MN-W · 2012-13 · 0.40 PPG | 0.000 | Minnesota |
| Mallorie Iozzo | USHS-MN-W · 2012-13 · 0.50 PPG | 0.069 | Minnesota Duluth |
| 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 |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Kayson Ruegge | 2022-23 · 0.38 PPG | 0.500 | SUNY Plattsburgh | SUNYAC |
| Macy Peterson | 2022-23 · 0.93 PPG | 0.194 | Post | CHA-W |
| Ella Thoreson | 2024-25 · 0.39 PPG | 0.500 | Wisconsin-Eau Claire | WIAC |
| Michelle Smith | 2023-24 · 1.44 PPG | 0.130 | St. Catherine | MIAC |
| Autumn Burt | 2023-24 · 0.50 PPG | — | St. Catherine | 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.