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 |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Eau Claire Area Stars | USHS-W | 20 | 14 | 12 | 26 | 1.300 | 0.1104 | 0.1104 |
| 2018-19 | Eau Claire Area Stars | USHS-W | 20 | 11 | 8 | 19 | 0.950 | 0.0807 | 0.0807 |
| 2019-20 | Eau Claire Area Stars | USHS-W | 24 | 13 | 9 | 22 | 0.917 | 0.0778 | 0.0778 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2023-24 | Chatham | UCHC | SR | 19 | 3 | 1 | 4 | 0.210 |
| 2022-23 | Chatham | UCHC | JR | 27 | 7 | 2 | 9 | 0.333 |
| 2021-22 | Chatham | UCHC | SO | 27 | 3 | 7 | 10 | 0.370 |
| 2020-21 | Chatham | UCHC | FR | 12 | 4 | 3 | 7 | 0.583 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Sierra Semmel | NE-Prep-Girls · 2012-13 · 0.26 PPG | 0.000 | Maine |
| Mallorie Iozzo | USHS-MN-W · 2012-13 · 0.50 PPG | 0.069 | Minnesota Duluth |
| Liz Trautz | USHS-MN-W · 2012-13 · 0.60 PPG | 0.094 | Colgate |
| Rebecca Lindblad | USHS-W · 2012-13 · 1.08 PPG | 0.057 | UConn |
| Madison Oelkers | USHS-MN-W · 2012-13 · 0.61 PPG | 0.257 | Minnesota State |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Kylie Ligday | 2022-23 · 0.81 PPG | 0.280 | Gustavus Adolphus | MIAC |
| Aubree McDonagh | 2023-24 · 0.59 PPG | 0.360 | St. Catherine | MIAC |
| Audrey McClurg | 2024-25 · 0.52 PPG | — | Concordia | MIAC |
| Erika McDonald | 2016-17 · 0.54 PPG | — | Adrian | NCHA |
| Bea Palmer | 2024-25 · 0.83 PPG | 0.250 | Bowdoin | 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.