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 | San Jose Jr. Sharks 16U AAA | 16U-AAA-W | 53 | 41 | 26 | 67 | 1.264 | 0.4059 | 0.4197 |
| 2023-24 | San Jose Jr. Sharks 16U AAA | 16U-AAA-W | 55 | 42 | 27 | 69 | 1.254 | 0.4028 | 0.3992 |
| 2024-25 | San Jose Jr. Sharks 19U AAA | 19U-AAA-W | 40 | 46 | 20 | 66 | 1.650 | 0.5252 | 0.5292 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Hamilton | NESCAC | FR | 7 | 1 | 0 | 1 | 0.143 |
| 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 |
|---|---|---|---|---|
| Eleanor Donaher | 2014-15 · 2.50 PPG | 0.524 | Lebanon Valley | UCHC |
| Reese Heitzman | 2022-23 · 1.10 PPG | 1.130 | Saint Mary's | MIAC |
| Alexa Niccum | 2022-23 · 1.11 PPG | 1.133 | Wisconsin-River Falls | WIAC |
| Abby Hansberger | 2023-24 · 0.81 PPG | 1.643 | Concordia (WI) | NCHA |
| Nora Carstensen | 2023-24 · 2.07 PPG | 0.593 | 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.