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 |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | — | 19U-AAA-W | 8 | 5 | 2 | 7 | 0.875 | 0.3592 | 0.3592 |
| 2023-24 | — | 19U-AAA-W | 7 | 4 | 3 | 7 | 1.000 | 0.4105 | 0.4105 |
| 2024-25 | — | 19U-AAA-W | 32 | 21 | 19 | 40 | 1.250 | 0.5131 | 0.5131 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Quinnipiac | ECAC-W | FR | 17 | 0 | 0 | 0 | 0.000 |
| 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 |
|---|---|---|---|---|
| Alex Hantge | 2014-15 · 0.96 PPG | 1.417 | Wisconsin-River Falls | WIAC |
| Sophie McGovern | 2012-13 · 1.57 PPG | 0.857 | Norwich | NEHC |
| Eleanor Donaher | 2015-16 · 2.53 PPG | 0.524 | Lebanon Valley | UCHC |
| Amanda Sergent | 2013-14 · 2.04 PPG | 0.667 | Wisconsin-Superior | WIAC |
| Maddie Hulter | 2022-23 · 2.24 PPG | 0.615 | 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.