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 |
|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | White Bear Lake High (women) | USHS-MN-W | 25 | 4 | 3 | 7 | 0.280 | 0.0423 | 0.0423 |
| 2014-15 | White Bear Lake High (women) | USHS-MN-W | 24 | 3 | 3 | 6 | 0.250 | 0.0377 | 0.0377 |
| 2015-16 | White Bear Lake High (women) | USHS-MN-W | 25 | 12 | 16 | 28 | 1.120 | 0.1691 | 0.1691 |
| 2016-17 | White Bear Lake High (women) | USHS-MN-W | 21 | 12 | 14 | 26 | 1.238 | 0.1870 | 0.1870 |
| 2017-18 | White Bear Lake High (women) | USHS-MN-W | 26 | 12 | 21 | 33 | 1.269 | 0.1916 | 0.1916 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2022-23 | St. Scholastica | NCHA | JR | 1 | 0 | 0 | 0 | 0.000 |
| 2021-22 | St. Scholastica | NCHA | SO | 24 | 2 | 4 | 6 | 0.250 |
| 2020-21 | St. Scholastica | NCHA | FR | 14 | 5 | 0 | 5 | 0.357 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Joie Phelps | USHS-MN-W · 2013-14 · 1.26 PPG | 0.182 | Cornell |
| Nicole Guagliardo | USHS-W · 2013-14 · 2.27 PPG | 0.156 | Mercyhurst |
| Kiki Radke | USHS-MN-W · 2013-14 · 1.24 PPG | 0.273 | Bemidji State |
| 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 |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Avery Engbrecht | 2023-24 · 1.27 PPG | 0.370 | Wisconsin-Stevens Point | WIAC |
| Kylie Scott | 2022-23 · 1.04 PPG | 0.440 | Gustavus Adolphus | MIAC |
| Olivia Martin | 2024-25 · 0.92 PPG | 0.500 | Bethel | MIAC |
| Gracyn Schipper | 2024-25 · 1.38 PPG | 0.333 | Wisconsin-Eau Claire | WIAC |
| Laken Muller | 2012-13 · 1.16 PPG | 0.400 | St. Catherine | 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.