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 | Newbridge Academy U14 | JWHL-U19 | 5 | 5 | 2 | 7 | 1.400 | 0.5433 | 0.6028 |
| 2018-19 | Mount Academy Saints U19 | U19-AAA-W | 43 | 54 | 39 | 93 | 2.163 | N/A | N/A |
| 2025-26 | Minnesota Frost | PWHL | 30 | 4 | 9 | 13 | 0.433 | N/A | N/A |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2024-25 | St. Lawrence | ECAC-W | SR | 39 | 19 | 20 | 39 | 1.000 |
| 2023-24 | St. Lawrence | ECAC-W | JR | 39 | 24 | 31 | 55 | 1.410 |
| 2022-23 | St. Lawrence | ECAC-W | SO | 39 | 16 | 20 | 36 | 0.923 |
| 2021-22 | St. Lawrence | ECAC-W | FR | 37 | 12 | 16 | 28 | 0.757 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Nicole Schammel | USHS-MN-W · 2012-13 · 4.16 PPG | 0.611 | Minnesota State |
| Brooke Avery | NE-Prep-Girls · 2012-13 · 2.00 PPG | 0.062 | New Hampshire |
| Saana Valkama | SMLIIGA-W · 2012-13 · 1.43 PPG | 0.314 | Vermont |
| Jessie Aney | USHS-MN-W · 2013-14 · 4.36 PPG | 0.267 | UConn |
| Shayna Tomlinson | NE-Prep-Girls · 2012-13 · 2.08 PPG | 0.531 | Rensselaer |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Kylie Jones | 2023-24 · 1.46 PPG | 1.100 | Wisconsin-River Falls | WIAC |
| Ella Tuccitto | 2022-23 · 2.58 PPG | 0.630 | Concordia (WI) | NCHA |
| Maddie Evangelous | 2014-15 · 1.80 PPG | 0.885 | Elmira | UCHC |
| Emma Crocker | 2015-16 · 2.06 PPG | 0.769 | Elmira | UCHC |
| Mikaila Rubin | 2015-16 · 2.42 PPG | 0.654 | Nazareth | UCHC |
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.