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 |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Prior Lake High (women) | USHS-MN-W | 20 | 0 | 0 | 0 | 0.000 | N/A | N/A |
| 2019-20 | Prior Lake High (women) | USHS-MN-W | 25 | 6 | 4 | 10 | 0.400 | 0.0604 | 0.0604 |
| 2020-21 | Prior Lake High (women) | USHS-MN-W | 19 | 11 | 6 | 17 | 0.895 | 0.1351 | 0.1351 |
| 2021-22 | Prior Lake High (women) | USHS-MN-W | 25 | 20 | 10 | 30 | 1.200 | 0.1812 | 0.1812 |
| 2022-23 | Prior Lake High (women) | USHS-MN-W | 27 | 22 | 12 | 34 | 1.259 | 0.1902 | 0.1725 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Wisconsin-Eau Claire | WIAC | JR | 4 | 0 | 0 | 0 | 0.000 |
| 2024-25 | Wisconsin-Eau Claire | WIAC | SO | 15 | 0 | 1 | 1 | 0.067 |
| 2023-24 | Wisconsin-Eau Claire | WIAC | FR | 6 | 1 | 1 | 2 | 0.333 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Gabbie Hughes | USHS-MN-W · 2013-14 · 1.16 PPG | 1.121 | Minnesota Duluth |
| Laura Anderson | USHS-MN-W · 2013-14 · 1.16 PPG | 0.290 | Yale |
| Andrea Renner | USHS-W · 2013-14 · 2.00 PPG | 0.167 | Northeastern |
| Liz Schepers | USHS-MN-W · 2012-13 · 1.12 PPG | 0.410 | Ohio State |
| Paige Beebe | USHS-MN-W · 2013-14 · 1.12 PPG | 0.472 | Bemidji State |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| McKayla Romano | 2024-25 · 0.62 PPG | 0.680 | Lebanon Valley | MAC |
| Ellin Rees | 2023-24 · 0.80 PPG | 0.536 | Norwich | LittleEast |
| Sophie Smith | 2024-25 · 1.04 PPG | 0.393 | Lake Forest | NCHA |
| Malorie Anderson | 2023-24 · 1.04 PPG | — | Concordia | MIAC |
| Josie Grossman | 2024-25 · 1.04 PPG | 0.400 | Wisconsin-Eau Claire | WIAC |
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.