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 |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Roseau High (W) | USHS-MN-W | 23 | 9 | 14 | 23 | 1.000 | 0.1510 | 0.1616 |
| 2022-23 | Roseau High (W) | USHS-MN-W | 28 | 23 | 19 | 42 | 1.500 | 0.2265 | 0.2317 |
| 2023-24 | Roseau High (W) | USHS-MN-W | 31 | 26 | 38 | 64 | 2.064 | 0.3117 | 0.3058 |
| 2024-25 | Roseau High (W) | USHS-MN-W | 27 | 18 | 28 | 46 | 1.704 | 0.2573 | 0.2425 |
| 2025-26 | Roseau High (W) | USHS-MN-W | 27 | 45 | 21 | 66 | 2.444 | 0.3691 | 0.3333 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Catherine Skaja | USHS-MN-W · 2013-14 · 2.21 PPG | 0.342 | Minnesota |
| Carly Bullock | USHS-MN-W · 2013-14 · 2.20 PPG | 0.812 | Princeton |
| Karlie Lund | USHS-MN-W · 2013-14 · 2.20 PPG | 1.182 | Princeton |
| Jordan McLaughlin | USHS-MN-W · 2013-14 · 2.22 PPG | 0.294 | Minnesota State |
| Haley Mack | USHS-MN-W · 2012-13 · 2.16 PPG | 0.371 | Bemidji State |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Abby Sawyer | 2011-12 · 1.40 PPG | 0.577 | St. Scholastica | NCHA |
| Jenna Hoops | 2014-15 · 1.00 PPG | 0.808 | Wisconsin-Superior | WIAC |
| Geneva Lloyd | 2005-06 · 0.73 PPG | 1.107 | Amherst | NESCAC |
| Michaela McNamara | 2015-16 · 1.21 PPG | 0.667 | Endicott | NEHC |
| Drew Kopek | 2022-23 · 1.94 PPG | 0.417 | SUNY Cortland | SUNYAC |
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.