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 | — | 16U-AAA-W | 34 | 4 | 2 | 6 | 0.176 | 0.0627 | 0.0627 |
| 2023-24 | — | 19U-AAA-W | 31 | 0 | 3 | 3 | 0.097 | 0.0397 | 0.0397 |
| 2024-25 | — | 19U-AAA-W | 68 | 3 | 10 | 13 | 0.191 | 0.0785 | 0.0785 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | St. John Fisher | UCHC | FR | 26 | 8 | 9 | 17 | 0.654 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Mallorie Iozzo | USHS-MN-W · 2012-13 · 0.50 PPG | 0.069 | Minnesota Duluth |
| Sierra Semmel | NE-Prep-Girls · 2012-13 · 0.26 PPG | 0.000 | Maine |
| Rebecca Lindblad | USHS-W · 2012-13 · 1.08 PPG | 0.057 | UConn |
| Liz Trautz | USHS-MN-W · 2012-13 · 0.60 PPG | 0.094 | Colgate |
| Madison Oelkers | USHS-MN-W · 2012-13 · 0.61 PPG | 0.257 | Minnesota State |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Audrey McClurg | 2024-25 · 0.52 PPG | — | Concordia | MIAC |
| Eva Nelson | 2023-24 · 0.52 PPG | 0.393 | Gustavus Adolphus | MIAC |
| Bea Palmer | 2024-25 · 0.83 PPG | 0.250 | Bowdoin | NESCAC |
| Aubree McDonagh | 2023-24 · 0.59 PPG | 0.360 | 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.