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 |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Linköping HC | SDHL | 36 | 9 | 10 | 19 | 0.528 | 0.6173 | 0.6090 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2024-25 | RPI | ECAC-W | SR | 35 | 11 | 7 | 18 | 0.514 |
| 2023-24 | RPI | ECAC-W | JR | 35 | 10 | 11 | 21 | 0.600 |
| 2022-23 | RPI | ECAC-W | SO | 34 | 14 | 13 | 27 | 0.794 |
| 2020-21 | RPI | ECAC-W | FR | 0 | 0 | 0 | 0 | 0.000 |
| 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 |
| Jessie Aney | USHS-MN-W · 2013-14 · 4.36 PPG | 0.267 | UConn |
| Saana Valkama | SMLIIGA-W · 2012-13 · 1.43 PPG | 0.314 | Vermont |
| Shayna Tomlinson | NE-Prep-Girls · 2012-13 · 2.08 PPG | 0.531 | Rensselaer |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Ally Nolan | 2017-18 · 0.82 PPG | 1.407 | Chatham | UCHC |
| Maddie Evangelous | 2012-13 · 1.30 PPG | 0.885 | Elmira | UCHC |
| Sofia Nuutinen | 2022-23 · 1.15 PPG | 1.000 | Mercyhurst | AHA |
| Sydney Lemke | 2018-19 · 2.32 PPG | 0.500 | Hamline | MIAC |
| Brooke Walters | 2017-18 · 1.60 PPG | 0.714 | Wisconsin-River Falls | 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.