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 |
|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Loyola Academy | USHS-W | 9 | 2 | 1 | 3 | 0.333 | 0.0283 | 0.0283 |
| 2016-17 | Loyola Academy | USHS-W | 25 | 8 | 15 | 23 | 0.920 | 0.0781 | 0.0781 |
| 2017-18 | Chicago Young Americans 19U | JWHL-U19 | 27 | 0 | 3 | 3 | 0.111 | 0.0431 | 0.0431 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2018-19 | Middlebury | NESCAC | FR | 6 | 0 | 0 | 0 | 0.000 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Sylvie Wallin | USHS-MN-W · 2012-13 · 0.28 PPG | 0.333 | Princeton |
| Ellie Larson | USHS-MN-W · 2012-13 · 0.30 PPG | 0.143 | RIT |
| Brinna Dochniak | USHS-MN-W · 2012-13 · 0.24 PPG | 0.111 | RIT |
| Grace Bowlby | USHS-MN-W · 2012-13 · 0.24 PPG | 0.316 | Wisconsin |
| Paige Michel | NE-Prep-Girls · 2012-13 · 0.11 PPG | 0.348 | UConn |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Sophie Johnson | 2023-24 · 0.77 PPG | 0.143 | St. Scholastica | NCHA |
| Karin Knapp | 2015-16 · 0.29 PPG | — | Wisconsin-Eau Claire | WIAC |
| Amanda Smythe | 2024-25 · 1.16 PPG | 0.105 | Wisconsin-River Falls | WIAC |
| Lydia Walsh | 2022-23 · 0.25 PPG | — | Elmira | UCHC |
| Natalie Heutmaker | 2024-25 · 0.42 PPG | 0.280 | Norwich | LittleEast |
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.