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 |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | OHA Edmonton U18 Prep | CSSHL-U18W | 30 | 16 | 37 | 53 | 1.767 | 0.4048 | 0.4424 |
| 2025-26 | OHA Edmonton U18 Prep | CSSHL-U18W | 27 | 14 | 45 | 59 | 2.185 | 0.5006 | 0.5297 |
| 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 |
|---|---|---|---|---|
| Nina Thorson | 2022-23 · 1.93 PPG | 0.929 | Hamline | MIAC |
| Brianna Breiland | 2012-13 · 2.70 PPG | 0.633 | Wisconsin-River Falls | WIAC |
| Kelcie Finn | 2011-12 · 2.43 PPG | 0.704 | Trinity | NESCAC |
| Amelia Laskowski | 2023-24 · 1.67 PPG | 1.034 | Nazareth | UCHC |
| Kristin Chivers | 2014-15 · 2.00 PPG | 0.862 | Elmira | UCHC |
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.