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 | Kärpät | SMLIIGA-W | 29 | 0 | 3 | 3 | 0.103 | 0.0402 | 0.0503 |
| 2023-24 | Kärpät | SMLIIGA-W | 31 | 4 | 3 | 7 | 0.226 | 0.0878 | 0.1072 |
| 2024-25 | Kärpät | SMLIIGA-W | 30 | 2 | 6 | 8 | 0.267 | 0.1037 | 0.1223 |
| 2025-26 | Ilves | SMLIIGA-W | 18 | 2 | 1 | 3 | 0.167 | 0.0648 | 0.0732 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Mallorie Iozzo | USHS-MN-W · 2012-13 · 0.50 PPG | 0.069 | Minnesota Duluth |
| Rose Rather | NE-Prep-Girls · 2012-13 · 0.20 PPG | 0.824 | Holy Cross |
| Sierra Semmel | NE-Prep-Girls · 2012-13 · 0.26 PPG | 0.000 | Maine |
| Sierra Smith | USHS-MN-W · 2012-13 · 0.40 PPG | 0.000 | Minnesota |
| Liz Trautz | USHS-MN-W · 2012-13 · 0.60 PPG | 0.094 | Colgate |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Olyvia Opsahl | 2015-16 · 0.44 PPG | 0.370 | Lake Forest | NCHA |
| Mia Lopez | 2021-22 · 0.90 PPG | 0.182 | Saint Benedict | MIAC |
| Taylor Henthorne | 2012-13 · 0.52 PPG | 0.312 | Adrian | NCHA |
| Abbie DeLong | 2018-19 · 1.30 PPG | 0.125 | Wisconsin-Eau Claire | WIAC |
| Ally Halverson | 2016-17 · 1.52 PPG | 0.107 | Gustavus Adolphus | 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.