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 | Shattuck St. Mary's 16U | NE-Prep-Girls | 49 | 12 | 18 | 30 | 0.612 | 0.1988 | 0.2265 |
| 2022-23 | — | 16U-AAA-W | 6 | 3 | 1 | 4 | 0.667 | 0.2381 | 0.2381 |
| 2023-24 | — | 19U-AAA-W | 6 | 2 | 1 | 3 | 0.500 | 0.2052 | 0.2052 |
| 2024-25 | — | 19U-AAA-W | 20 | 12 | 8 | 20 | 1.000 | 0.4105 | 0.4105 |
| 2025-26 | — | 19U-AAA-W | 24 | 14 | 13 | 27 | 1.125 | 0.4618 | 0.4618 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Kelly Pannek | USHS-MN-W · 2013-14 · 3.08 PPG | 1.073 | Minnesota |
| Phoebe Staenz | NE-Prep-Girls · 2012-13 · 1.38 PPG | 0.680 | Yale |
| Bridget Carey | NE-Prep-Girls · 2012-13 · 1.38 PPG | 0.357 | Brown |
| Dana Rasmussen | USHS-MN-W · 2013-14 · 2.96 PPG | 0.167 | Ohio State |
| Jessie Aney | USHS-MN-W · 2012-13 · 3.17 PPG | 0.267 | UConn |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Callie Hoff | 2013-14 · 0.92 PPG | 1.321 | Wisconsin-River Falls | WIAC |
| Sydney Bradley | 2018-19 · 1.43 PPG | 0.846 | Alvernia | UCHC |
| Amanda Sergent | 2015-16 · 1.83 PPG | 0.667 | Wisconsin-Superior | WIAC |
| Mikah Baptiste | 2015-16 · 1.83 PPG | 0.667 | Norwich | NEHC |
| Hailey Holland | 2013-14 · 1.17 PPG | 1.036 | 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.