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 | Proctor/Hermantown High (W) | USHS-MN-W | 2 | 0 | 0 | 0 | 0.000 | N/A | N/A |
| 2023-24 | Proctor/Hermantown High (W) | USHS-MN-W | 31 | 4 | 12 | 16 | 0.516 | 0.0779 | 0.0772 |
| 2024-25 | Proctor/Hermantown High (W) | USHS-MN-W | 30 | 7 | 14 | 21 | 0.700 | 0.1057 | 0.1006 |
| 2025-26 | Proctor/Hermantown High (W) | USHS-MN-W | 29 | 12 | 25 | 37 | 1.276 | 0.1927 | 0.1759 |
| 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 |
| Natalie Snodgrass | USHS-MN-W · 2012-13 · 1.20 PPG | 1.000 | UConn |
| Kaylee Druk | USHS-MN-W · 2012-13 · 1.20 PPG | 0.000 | Syracuse |
| Tianna Gunderson | USHS-MN-W · 2013-14 · 1.20 PPG | 0.069 | Minnesota |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Greer Hardacre | 2023-24 · 1.48 PPG | 0.286 | Saint Benedict | MIAC |
| Malia Mckinnon | 2022-23 · 1.19 PPG | 0.346 | Bethel | MIAC |
| Ellin Rees | 2023-24 · 0.80 PPG | 0.536 | Norwich | LittleEast |
| Elli Marvin | 2010-11 · 0.67 PPG | 0.640 | Saint Benedict | MIAC |
| Emily Roder | 2018-19 · 0.64 PPG | 0.667 | Bethel | 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.