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 | Westonka/SW Christian High | USHS-MN-W | 25 | 10 | 4 | 14 | 0.560 | 0.0846 | 0.0846 |
| 2018-19 | Westonka/SW Christian High | USHS-MN-W | 25 | 15 | 16 | 31 | 1.240 | 0.1872 | 0.1872 |
| 2019-20 | — | USHS-MN-W | 16 | 11 | 10 | 21 | 1.312 | 0.1982 | 0.1982 |
| 2020-21 | Orono High | USHS-MN-W | 20 | 16 | 15 | 31 | 1.550 | 0.2341 | 0.2341 |
| 2021-22 | Orono High | USHS-MN-W | 30 | 21 | 22 | 43 | 1.433 | 0.2164 | 0.2164 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Wisconsin-River Falls | WIAC | SR | 30 | 6 | 12 | 18 | 0.600 |
| 2024-25 | Wisconsin-River Falls | WIAC | JR | 30 | 8 | 16 | 24 | 0.800 |
| 2023-24 | Wisconsin-River Falls | WIAC | SO | 22 | 2 | 4 | 6 | 0.273 |
| 2022-23 | Wisconsin-River Falls | WIAC | FR | 25 | 6 | 3 | 9 | 0.360 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Nicole Guagliardo | USHS-W · 2012-13 · 2.54 PPG | 0.156 | Mercyhurst |
| Jacqueline Kaasa | USHS-MN-W · 2013-14 · 1.46 PPG | 0.143 | Bemidji State |
| Katie Detert | USHS-W · 2013-14 · 2.50 PPG | 0.000 | St. Cloud State |
| Mariah Gardner | USHS-MN-W · 2012-13 · 1.40 PPG | 0.071 | Minnesota State |
| Abby Halluska | USHS-MN-W · 2013-14 · 1.40 PPG | 0.314 | Bemidji State |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Ellie Newpower | 2023-24 · 0.79 PPG | 0.679 | Hamline | MIAC |
| Jenna Allen | 2023-24 · 0.93 PPG | 0.586 | Augsburg | MIAC |
| McKenzie Keller | 2022-23 · 2.21 PPG | 0.238 | Wisconsin-Eau Claire | WIAC |
| Gracyn Knowles | 2024-25 · 0.92 PPG | 0.548 | Wisconsin-River Falls | WIAC |
| Ella Konrad | 2024-25 · 0.74 PPG | 0.700 | Nazareth | UCHC |
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.