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 |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Bemidji High (W) | USHS-MN-W | 25 | 3 | 0 | 3 | 0.120 | 0.0181 | 0.0194 |
| 2022-23 | Bemidji High (W) | USHS-MN-W | 26 | 9 | 13 | 22 | 0.846 | 0.1278 | 0.1312 |
| 2023-24 | Bemidji High (W) | USHS-MN-W | 27 | 17 | 24 | 41 | 1.518 | 0.2293 | 0.2258 |
| 2024-25 | Bemidji High (W) | USHS-MN-W | 27 | 16 | 21 | 37 | 1.370 | 0.2069 | 0.1958 |
| 2025-26 | Bemidji High (W) | USHS-MN-W | 29 | 16 | 25 | 41 | 1.414 | 0.2135 | 0.1936 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Nicole Guagliardo | USHS-W · 2013-14 · 2.27 PPG | 0.156 | Mercyhurst |
| Joie Phelps | USHS-MN-W · 2013-14 · 1.26 PPG | 0.182 | Cornell |
| Sydney Brodt | USHS-MN-W · 2012-13 · 1.32 PPG | 0.600 | Minnesota Duluth |
| Jackie Pieper | USHS-MN-W · 2013-14 · 1.32 PPG | 0.324 | Merrimack |
| Kiki Radke | USHS-MN-W · 2013-14 · 1.24 PPG | 0.273 | Bemidji State |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Avery Engbrecht | 2023-24 · 1.27 PPG | 0.370 | Wisconsin-Stevens Point | WIAC |
| Abby Reule | 2018-19 · 1.04 PPG | 0.450 | Concordia | MIAC |
| Clara Billings | 2017-18 · 1.20 PPG | 0.393 | Gustavus Adolphus | MIAC |
| Lindsey Hays | 2016-17 · 1.12 PPG | 0.417 | St. Catherine | MIAC |
| Emily Lemker | 2018-19 · 1.12 PPG | 0.417 | Saint Benedict | 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.