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 |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | — | 16U-AAA-W | 37 | 14 | 19 | 33 | 0.892 | 0.3186 | 0.3186 |
| 2024-25 | — | 16U-AAA-W | 18 | 12 | 23 | 35 | 1.944 | 0.6945 | 0.6945 |
| 2025-26 | — | 19U-AAA-W | 59 | 49 | 59 | 108 | 1.831 | 0.7514 | 0.7514 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Caitrin Lonergan | NE-Prep-Girls · 2012-13 · 2.44 PPG | 0.892 | Boston College |
| Shayna Tomlinson | NE-Prep-Girls · 2012-13 · 2.08 PPG | 0.531 | Rensselaer |
| Jessie Aney | USHS-MN-W · 2013-14 · 4.36 PPG | 0.267 | UConn |
| Brooke Avery | NE-Prep-Girls · 2012-13 · 2.00 PPG | 0.062 | New Hampshire |
| Nicole Schammel | USHS-MN-W · 2012-13 · 4.16 PPG | 0.611 | Minnesota State |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Bailey Coons | 2012-13 · 4.25 PPG | 0.458 | Becker | — |
| Kelsey Rafferty | 2013-14 · 2.95 PPG | 0.680 | Hamline | MIAC |
| Katie Little | 2008-09 · 1.30 PPG | 1.556 | Manhattanville | UCHC |
| Alex Toupal | 2013-14 · 2.96 PPG | 0.652 | Amherst | NESCAC |
| Courtney Dumont | 2006-07 · 1.65 PPG | 1.167 | Connecticut College | NESCAC |
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.