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 | — | JWHL-U16 | 21 | 3 | 4 | 7 | 0.333 | 0.0751 | 0.0751 |
| 2018-19 | NAHA Red 16U | JWHL-U16 | 23 | 6 | 5 | 11 | 0.478 | 0.1077 | 0.1077 |
| 2019-20 | NAHA Red 16U | JWHL-U16 | 24 | 6 | 10 | 16 | 0.667 | 0.1501 | 0.1501 |
| 2021-22 | NAHA White 19U AAA | 19U-AAA-W | 79 | 10 | 9 | 19 | 0.240 | 0.0766 | 0.0766 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Nazareth | UCHC | SR | 30 | 2 | 6 | 8 | 0.267 |
| 2024-25 | Nazareth | UCHC | JR | 29 | 6 | 5 | 11 | 0.379 |
| 2023-24 | Nazareth | UCHC | SO | 29 | 7 | 4 | 11 | 0.379 |
| 2022-23 | Nazareth | UCHC | FR | 26 | 4 | 8 | 12 | 0.462 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Mallorie Iozzo | USHS-MN-W · 2012-13 · 0.50 PPG | 0.069 | Minnesota Duluth |
| Sierra Semmel | NE-Prep-Girls · 2012-13 · 0.26 PPG | 0.000 | Maine |
| Rose Rather | NE-Prep-Girls · 2012-13 · 0.20 PPG | 0.824 | Holy Cross |
| Liz Trautz | USHS-MN-W · 2012-13 · 0.60 PPG | 0.094 | Colgate |
| Rebecca Lindblad | USHS-W · 2012-13 · 1.08 PPG | 0.057 | UConn |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Kayson Ruegge | 2022-23 · 0.38 PPG | 0.500 | SUNY Plattsburgh | SUNYAC |
| Macy Peterson | 2022-23 · 0.93 PPG | 0.194 | Post | CHA-W |
| Ella Thoreson | 2024-25 · 0.39 PPG | 0.500 | Wisconsin-Eau Claire | WIAC |
| Michelle Smith | 2023-24 · 1.44 PPG | 0.130 | St. Catherine | MIAC |
| Autumn Burt | 2023-24 · 0.50 PPG | — | St. Catherine | 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.