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 |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Northfield High (W) | USHS-MN-W | 7 | 0 | 0 | 0 | 0.000 | N/A | N/A |
| 2019-20 | Northfield High (W) | USHS-MN-W | 24 | 11 | 14 | 25 | 1.042 | 0.1573 | 0.1573 |
| 2020-21 | Northfield High (W) | USHS-MN-W | 17 | 21 | 10 | 31 | 1.823 | 0.2753 | 0.2753 |
| 2021-22 | Northfield High (W) | USHS-MN-W | 29 | 39 | 31 | 70 | 2.414 | 0.3645 | 0.3645 |
| 2022-23 | — | 16U-AAA-W | 9 | 3 | 8 | 11 | 1.222 | 0.4366 | 0.4366 |
| 2023-24 | Northfield High (W) | USHS-MN-W | 30 | 61 | 50 | 111 | 3.700 | 0.5587 | 0.5126 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Minnesota State | CHA-W | SO | 38 | 10 | 9 | 19 | 0.500 |
| 2024-25 | Minnesota | WCHA-W | FR | 30 | 0 | 2 | 2 | 0.067 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Nicole Schammel | USHS-MN-W · 2013-14 · 3.44 PPG | 0.611 | Minnesota State |
| Kelly Pannek | USHS-MN-W · 2012-13 · 3.45 PPG | 1.073 | Minnesota |
| 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 |
| Saana Valkama | SMLIIGA-W · 2012-13 · 1.43 PPG | 0.314 | Vermont |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Reese Heitzman | 2022-23 · 1.10 PPG | 1.130 | Saint Mary's | MIAC |
| Jordan Hansen | 2015-16 · 1.16 PPG | 1.067 | Hamline | MIAC |
| Ashlyn Abrahamson | 2021-22 · 1.35 PPG | 0.923 | Hamline | MIAC |
| Dani Sibley | 2011-12 · 1.68 PPG | 0.733 | Wisconsin-River Falls | WIAC |
| Rilee Winters | 2021-22 · 1.23 PPG | 1.000 | Wisconsin-Eau Claire | 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.