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 |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | NAHA White 19U AAA | JWHL-U19 | 16 | 4 | 3 | 7 | 0.438 | 0.1698 | 0.1775 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Robert Morris | CHA-W | SO | 11 | 0 | 0 | 0 | 0.000 |
| 2024-25 | Princeton | ECAC-W | SR | 14 | 2 | 0 | 2 | 0.143 |
| 2023-24 | Princeton | ECAC-W | JR | 1 | 0 | 0 | 0 | 0.000 |
| 2022-23 | Princeton | ECAC-W | SO | 11 | 0 | 0 | 0 | 0.000 |
| 2021-22 | Princeton | ECAC-W | FR | 30 | 1 | 5 | 6 | 0.200 |
| 2020-21 | Robert Morris | CHA-W | FR | 25 | 8 | 10 | 18 | 0.720 |
| 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 |
|---|---|---|---|---|
| Hannah Grabianowski | 2022-23 · 0.92 PPG | 0.517 | St. Norbert | NCHA |
| Olivia Martin | 2022-23 · 0.88 PPG | 0.500 | Bethel | MIAC |
| Josie Grossman | 2022-23 · 1.19 PPG | 0.400 | Wisconsin-Eau Claire | WIAC |
| Lauren VanStone | 2013-14 · 2.73 PPG | 0.160 | Neumann | UCHC |
| Maggie Hunter | 2022-23 · 0.50 PPG | 0.931 | Norwich | LittleEast |
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.