Based on 34 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 |
|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Red Wing High (W) | USHS-MN-W | 25 | 5 | 4 | 9 | 0.360 | 0.0544 | 0.0544 |
| 2013-14 | Red Wing High (W) | USHS-MN-W | 25 | 5 | 9 | 14 | 0.560 | 0.0846 | 0.0846 |
| 2014-15 | Red Wing High (W) | USHS-MN-W | 25 | 25 | 42 | 67 | 2.680 | 0.4047 | 0.4047 |
| 2015-16 | Red Wing High (W) | USHS-MN-W | 25 | 42 | 32 | 74 | 2.960 | 0.4470 | 0.4470 |
| 2016-17 | Red Wing High (W) | USHS-MN-W | 25 | 45 | 24 | 69 | 2.760 | 0.4168 | 0.4168 |
| 2017-18 | Red Wing High (W) | USHS-MN-W | 24 | 58 | 25 | 83 | 3.458 | 0.5222 | 0.5222 |
| 2024-25 | Minnesota Frost | PWHL | 29 | 8 | 14 | 22 | 0.759 | N/A | N/A |
| 2025-26 | Minnesota Frost | PWHL | 30 | 13 | 17 | 30 | 1.000 | N/A | N/A |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2022-23 | Minnesota | WCHA-W | SR | 39 | 30 | 37 | 67 | 1.718 |
| 2021-22 | Minnesota | WCHA-W | SR | 39 | 29 | 37 | 66 | 1.692 |
| 2020-21 | Minnesota | WCHA-W | JR | 20 | 7 | 9 | 16 | 0.800 |
| 2019-20 | Minnesota | WCHA-W | SO | 36 | 18 | 25 | 43 | 1.194 |
| 2018-19 | Minnesota | WCHA-W | FR | 39 | 13 | 22 | 35 | 0.897 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Kelly Pannek | USHS-MN-W · 2012-13 · 3.45 PPG | 1.073 | Minnesota |
| Nicole Schammel | USHS-MN-W · 2013-14 · 3.44 PPG | 0.611 | Minnesota State |
| Saana Valkama | SMLIIGA-W · 2012-13 · 1.43 PPG | 0.314 | Vermont |
| Emma Nuutinen | SMLIIGA-W · 2012-13 · 1.25 PPG | 0.559 | North Dakota |
| Jessie Aney | USHS-MN-W · 2012-13 · 3.17 PPG | 0.267 | UConn |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Courtney Wittig | 2012-13 · 1.83 PPG | 0.692 | Wisconsin-Eau Claire | WIAC |
| Celena Rea | 2017-18 · 1.46 PPG | 0.870 | Nazareth | UCHC |
| Meredith Boettcher | 2021-22 · 1.42 PPG | 0.897 | Nazareth | UCHC |
| Madi Nolan | 2015-16 · 1.52 PPG | 0.826 | Wisconsin-River Falls | WIAC |
| Erica Power | 2012-13 · 1.21 PPG | 1.038 | Gustavus Adolphus | 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.