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 |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Richelieu Remparts M18 AAA | QMAAA-W | 0 | 0 | 0 | 0 | 0.000 | N/A | N/A |
| 2021-22 | Richelieu Remparts M18 AAA | QMAAA-W | 24 | 31 | 15 | 46 | 1.917 | 0.2800 | 0.2747 |
| 2022-23 | Cégep Limoilou Titans | QCHL-W | 28 | 18 | 10 | 28 | 1.000 | 0.2714 | 0.2844 |
| 2023-24 | Cégep Limoilou Titans | QCHL-W | 24 | 25 | 26 | 51 | 2.125 | 0.5767 | 0.5783 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Northeastern | HEA-W | SO | 35 | 16 | 10 | 26 | 0.743 |
| 2024-25 | Northeastern | HEA-W | FR | 37 | 11 | 16 | 27 | 0.730 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Saana Valkama | SMLIIGA-W · 2012-13 · 1.43 PPG | 0.314 | Vermont |
| Nicole Schammel | USHS-MN-W · 2012-13 · 4.16 PPG | 0.611 | Minnesota State |
| Kelly Pannek | USHS-MN-W · 2012-13 · 3.45 PPG | 1.073 | Minnesota |
| Brooke Avery | NE-Prep-Girls · 2012-13 · 2.00 PPG | 0.062 | New Hampshire |
| Jessie Aney | USHS-MN-W · 2013-14 · 4.36 PPG | 0.267 | UConn |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Bailey Coons | 2012-13 · 4.25 PPG | 0.458 | Becker | — |
| Alex Toupal | 2013-14 · 2.96 PPG | 0.652 | Amherst | NESCAC |
| Courtney Dumont | 2006-07 · 1.65 PPG | 1.167 | Connecticut College | NESCAC |
| Sarah Markey | 2010-11 · 2.50 PPG | 0.769 | Salve Regina | NEHC |
| Alex Hantge | 2016-17 · 1.33 PPG | 1.417 | Wisconsin-River Falls | 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.