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 |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Warroad High (W) | USHS-MN-W | 22 | 1 | 5 | 6 | 0.273 | 0.0412 | 0.0412 |
| 2021-22 | Warroad High (W) | USHS-MN-W | 30 | 1 | 19 | 20 | 0.667 | 0.1007 | 0.1007 |
| 2022-23 | Warroad High (W) | USHS-MN-W | 30 | 4 | 19 | 23 | 0.767 | 0.1158 | 0.1158 |
| 2023-24 | Warroad High (W) | USHS-MN-W | 30 | 6 | 26 | 32 | 1.067 | 0.1611 | 0.1611 |
| 2024-25 | Warroad High (W) | USHS-MN-W | 30 | 11 | 29 | 40 | 1.333 | 0.2013 | 0.2013 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Bemidji State | CHA-W | FR | 36 | 0 | 1 | 1 | 0.028 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Grace Bizal | USHS-MN-W · 2013-14 · 1.35 PPG | 0.268 | Boston College |
| Dani Sadek | USHS-MN-W · 2013-14 · 1.38 PPG | 0.611 | Ohio State |
| Kendra Nealey | USHS-W · 2013-14 · 2.14 PPG | 0.212 | Cornell |
| Lauren Kelly | NE-Prep-Girls · 2012-13 · 0.73 PPG | 0.208 | Dartmouth |
| Erin O'Connor | USHS-W · 2013-14 · 2.80 PPG | 0.758 | Cornell |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Avery Engbrecht | 2023-24 · 1.27 PPG | 0.370 | Wisconsin-Stevens Point | WIAC |
| Gracyn Knowles | 2024-25 · 0.92 PPG | 0.548 | Wisconsin-River Falls | WIAC |
| Brittany Foster | 2017-18 · 1.22 PPG | — | William Smith | NEHC |
| Emme Nelson | 2017-18 · 0.73 PPG | 0.667 | Hamline | MIAC |
| Natasha Steinle | 2015-16 · 0.67 PPG | 0.731 | Buffalo State | SUNYAC |
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.