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 | Hastings High | USHS-MN-W | 26 | 3 | 1 | 4 | 0.154 | 0.0232 | 0.0232 |
| 2022-23 | Hastings High | USHS-MN-W | 26 | 7 | 5 | 12 | 0.462 | 0.0697 | 0.0705 |
| 2023-24 | Hastings High | USHS-MN-W | 26 | 7 | 13 | 20 | 0.769 | 0.1161 | 0.1126 |
| 2024-25 | Hastings High | USHS-MN-W | 26 | 12 | 15 | 27 | 1.038 | 0.1568 | 0.1460 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Wisconsin-River Falls | WIAC | FR | 31 | 0 | 10 | 10 | 0.323 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Izzy Bagi | 19U-AAA-W · 2012-13 · 0.45 PPG | 0.556 | Holy Cross |
| Mekenzie Steffen | USHS-MN-W · 2012-13 · 1.04 PPG | 0.350 | Wisconsin |
| Ebba Strandberg | SDHL · 2012-13 · 0.11 PPG | 0.333 | Maine |
| Lauren Boyle | USHS-MN-W · 2013-14 · 1.08 PPG | 0.486 | Ohio State |
| Kate Hallett | USHS-MN-W · 2012-13 · 1.08 PPG | 0.100 | Harvard |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Kayleigh Olson | 2024-25 · 2.08 PPG | 0.167 | Gustavus Adolphus | MIAC |
| McKenna Sandberg | 2022-23 · 1.23 PPG | 0.280 | Wisconsin-Eau Claire | WIAC |
| Lauren Schmidt | 2023-24 · 1.07 PPG | 0.333 | St. Catherine | MIAC |
| Andrea Noss | 2013-14 · 0.52 PPG | 0.667 | SUNY Oswego | SUNYAC |
| Afton Hulke | 2023-24 · 1.11 PPG | 0.308 | Bethel | 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.