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 |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Bemidji High (W) | USHS-MN-W | 14 | 1 | 2 | 3 | 0.214 | 0.0324 | 0.0324 |
| 2019-20 | Bemidji High (W) | USHS-MN-W | 24 | 0 | 1 | 1 | 0.042 | 0.0063 | 0.0063 |
| 2020-21 | Bemidji High (W) | USHS-MN-W | 19 | 5 | 6 | 11 | 0.579 | 0.0874 | 0.0874 |
| 2021-22 | Bemidji High (W) | USHS-MN-W | 25 | 5 | 5 | 10 | 0.400 | 0.0604 | 0.0604 |
| 2022-23 | Bemidji High (W) | USHS-MN-W | 25 | 3 | 11 | 14 | 0.560 | 0.0846 | 0.0756 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2024-25 | Bethel | MIAC | SO | 24 | 1 | 2 | 3 | 0.125 |
| 2023-24 | Bethel | MIAC | FR | 19 | 1 | 5 | 6 | 0.316 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Mallorie Iozzo | USHS-MN-W · 2012-13 · 0.50 PPG | 0.069 | Minnesota Duluth |
| Kathleen Ratty | USHS-W · 2012-13 · 1.00 PPG | 0.000 | Dartmouth |
| 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 |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Michelle Smith | 2023-24 · 1.44 PPG | 0.130 | St. Catherine | MIAC |
| Reese Swanson | 2023-24 · 0.67 PPG | 0.267 | St. Olaf | MIAC |
| Kailin Kane | 2023-24 · 0.28 PPG | 0.625 | Johnson & Wales | NEHC |
| Kayson Ruegge | 2022-23 · 0.38 PPG | 0.500 | SUNY Plattsburgh | SUNYAC |
| Hunter Reardon | 2022-23 · 0.42 PPG | 0.407 | Adrian | NCHA |
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.