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 | Shattuck St. Mary's 16U | NE-Prep-Girls | 31 | 4 | 8 | 12 | 0.387 | 0.1257 | 0.1257 |
| 2021-22 | Shattuck St. Mary's 16U | NE-Prep-Girls | 49 | 8 | 7 | 15 | 0.306 | 0.0994 | 0.0994 |
| 2022-23 | — | 16U-AAA-W | 6 | 0 | 1 | 1 | 0.167 | 0.0595 | 0.0595 |
| 2023-24 | Shattuck-St. Mary's 19U | 19U-AAA-W | 55 | 12 | 13 | 25 | 0.455 | 0.1447 | 0.1427 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Trinity | NESCAC | SO | 25 | 0 | 4 | 4 | 0.160 |
| 2024-25 | Trinity | NESCAC | FR | 19 | 3 | 3 | 6 | 0.316 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Carly Bullock | USHS-MN-W · 2012-13 · 0.92 PPG | 0.812 | Princeton |
| Emily Antony | USHS-MN-W · 2012-13 · 0.92 PPG | 0.444 | Minnesota State |
| Vilma Tanskanen | SMLIIGA-W · 2012-13 · 0.35 PPG | 0.182 | North Dakota |
| Lydia Passolt | USHS-MN-W · 2012-13 · 0.89 PPG | 0.095 | Bemidji State |
| Ivy Dynek | USHS-W · 2013-14 · 1.78 PPG | 0.000 | St. Cloud State |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Afton Hulke | 2023-24 · 1.11 PPG | 0.308 | Bethel | MIAC |
| McKenna Sandberg | 2022-23 · 1.23 PPG | 0.280 | Wisconsin-Eau Claire | WIAC |
| Kayleigh Olson | 2024-25 · 2.08 PPG | 0.167 | Gustavus Adolphus | MIAC |
| Abby Skelly | 2024-25 · 0.93 PPG | 0.360 | Wisconsin-Stevens Point | WIAC |
| Lauren Schmidt | 2023-24 · 1.07 PPG | 0.333 | St. Catherine | MIAC |
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.