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 |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Andover High | USHS-MN-W | 30 | 5 | 15 | 20 | 0.667 | 0.1007 | 0.1007 |
| 2022-23 | Andover High | USHS-MN-W | 31 | 7 | 18 | 25 | 0.806 | 0.1218 | 0.1218 |
| 2023-24 | — | 16U-AAA-W | 6 | 1 | 2 | 3 | 0.500 | 0.1786 | 0.1786 |
| 2024-25 | Andover High | USHS-MN-W | 30 | 11 | 23 | 34 | 1.133 | 0.1711 | 0.1711 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | St. Thomas | CHA-W | FR | 12 | 0 | 0 | 0 | 0.000 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Grace Bizal | USHS-MN-W · 2012-13 · 1.16 PPG | 0.268 | Boston College |
| Kate Hallett | USHS-MN-W · 2012-13 · 1.08 PPG | 0.100 | Harvard |
| Katie Robinson | USHS-MN-W · 2012-13 · 1.08 PPG | 0.129 | Minnesota |
| Lauren Boyle | USHS-MN-W · 2013-14 · 1.08 PPG | 0.486 | Ohio State |
| Kendra Nealey | USHS-W · 2013-14 · 2.14 PPG | 0.212 | Cornell |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Malia Mckinnon | 2022-23 · 1.19 PPG | 0.346 | Bethel | MIAC |
| Greer Hardacre | 2023-24 · 1.48 PPG | 0.286 | Saint Benedict | MIAC |
| Sophie Smith | 2024-25 · 1.04 PPG | 0.393 | Lake Forest | NCHA |
| Kayla Bluhm | 2021-22 · 1.04 PPG | — | Gustavus Adolphus | MIAC |
| Brooke Lemke | 2017-18 · 0.76 PPG | 0.545 | 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.