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 |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Elk River/Zimmerman (women) | USHS-MN-W | 25 | 3 | 7 | 10 | 0.400 | 0.0604 | 0.0604 |
| 2019-20 | Elk River/Zimmerman (women) | USHS-MN-W | 22 | 2 | 6 | 8 | 0.364 | 0.0549 | 0.0549 |
| 2020-21 | Elk River/Zimmerman (women) | USHS-MN-W | 19 | 3 | 3 | 6 | 0.316 | 0.0477 | 0.0477 |
| 2021-22 | Elk River/Zimmerman (women) | USHS-MN-W | 28 | 0 | 9 | 9 | 0.321 | 0.0485 | 0.0485 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Concordia | MIAC | SR | 25 | 1 | 10 | 11 | 0.440 |
| 2024-25 | Hamline | MIAC | FR | 25 | 1 | 11 | 12 | 0.480 |
| 2023-24 | Franklin Pierce | NEWHA | SO | 34 | 1 | 1 | 2 | 0.059 |
| 2022-23 | Franklin Pierce | NEWHA | FR | 34 | 1 | 2 | 3 | 0.088 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Ellie Larson | USHS-MN-W · 2012-13 · 0.30 PPG | 0.143 | RIT |
| Kate Glover | USHS-MN-W · 2012-13 · 0.35 PPG | 0.167 | Harvard |
| Lauren Niska | USHS-MN-W · 2012-13 · 0.36 PPG | 0.000 | Minnesota Duluth |
| Sylvie Wallin | USHS-MN-W · 2012-13 · 0.28 PPG | 0.333 | Princeton |
| Brinna Dochniak | USHS-MN-W · 2012-13 · 0.24 PPG | 0.111 | RIT |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Karin Knapp | 2015-16 · 0.29 PPG | — | Wisconsin-Eau Claire | WIAC |
| Amanda Smythe | 2024-25 · 1.16 PPG | 0.105 | Wisconsin-River Falls | WIAC |
| Sophie Johnson | 2023-24 · 0.77 PPG | 0.143 | St. Scholastica | NCHA |
| Natalie Heutmaker | 2024-25 · 0.42 PPG | 0.280 | Norwich | LittleEast |
| Kaitlin Roberts | 2023-24 · 0.31 PPG | — | 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.