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 |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | — | 16U-AAA-W | 29 | 10 | 14 | 24 | 0.828 | 0.2956 | 0.2956 |
| 2024-25 | Pittsburgh Penguins Elite 19U | 19U-AAA-W | 32 | 11 | 14 | 25 | 0.781 | 0.2487 | 0.2487 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Franklin Pierce | NEWHA | FR | 36 | 3 | 4 | 7 | 0.194 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Andrea Renner | USHS-W · 2012-13 · 2.93 PPG | 0.167 | Northeastern |
| Taylor Williamson | USHS-MN-W · 2012-13 · 1.64 PPG | 0.395 | Minnesota |
| Emily Gunderson | USHS-MN-W · 2013-14 · 1.64 PPG | 0.171 | Lindenwood |
| Christi Vetter | USHS-MN-W · 2012-13 · 1.67 PPG | 0.000 | Penn State |
| Sophia Kunin | USHS-MN-W · 2013-14 · 1.62 PPG | 0.425 | Wisconsin |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Emily Heid | 2013-14 · 1.00 PPG | 0.593 | Wisconsin-Superior | WIAC |
| Abigail Chamernick | 2022-23 · 1.17 PPG | 0.500 | Hamline | MIAC |
| Callie Wollschlager | 2018-19 · 0.74 PPG | 0.810 | Adrian | NCHA |
| Bailey Olson | 2018-19 · 1.48 PPG | 0.407 | Wisconsin-River Falls | WIAC |
| Julianne Bradford | 2022-23 · 1.21 PPG | 0.500 | Wisconsin-Eau Claire | WIAC |
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.