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 |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Crookston High | USHS-MN-W | 19 | 7 | 5 | 12 | 0.632 | 0.0954 | 0.0954 |
| 2021-22 | Crookston High | USHS-MN-W | 26 | 13 | 18 | 31 | 1.192 | 0.1800 | 0.1800 |
| 2022-23 | Crookston High | USHS-MN-W | 26 | 11 | 20 | 31 | 1.192 | 0.1800 | 0.1813 |
| 2023-24 | Crookston High | USHS-MN-W | 27 | 13 | 9 | 22 | 0.815 | 0.1230 | 0.1187 |
| 2024-25 | Crookston High | USHS-MN-W | 26 | 19 | 14 | 33 | 1.269 | 0.1916 | 0.1775 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Wisconsin-Superior | WIAC | FR | 25 | 2 | 10 | 12 | 0.480 |
| 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 |
|---|---|---|---|---|
| Drew Kopek | 2022-23 · 1.04 PPG | 0.417 | SUNY Cortland | SUNYAC |
| Ellin Rees | 2023-24 · 0.80 PPG | 0.536 | Norwich | LittleEast |
| McKayla Romano | 2024-25 · 0.62 PPG | 0.680 | Lebanon Valley | MAC |
| Lula Swanson | 2022-23 · 1.26 PPG | 0.333 | Wisconsin-Eau Claire | WIAC |
| Daelyn Williams | 2024-25 · 0.80 PPG | 0.545 | Salem State | MASCAC |
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.