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 |
|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Cretin-Derham Hall (women) | USHS-MN-W | 25 | 9 | 9 | 18 | 0.720 | 0.1087 | 0.1087 |
| 2015-16 | Cretin-Derham Hall (women) | USHS-MN-W | 25 | 8 | 9 | 17 | 0.680 | 0.1027 | 0.1027 |
| 2016-17 | Cretin-Derham Hall (women) | USHS-MN-W | 25 | 12 | 10 | 22 | 0.880 | 0.1329 | 0.1329 |
| 2017-18 | Cretin-Derham Hall (women) | USHS-MN-W | 25 | 18 | 13 | 31 | 1.240 | 0.1872 | 0.1872 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2021-22 | Sacred Heart | NEWHA | SR | 33 | 14 | 22 | 36 | 1.091 |
| 2020-21 | Sacred Heart | NEWHA | JR | 10 | 0 | 2 | 2 | 0.200 |
| 2019-20 | Sacred Heart | NEWHA | SO | 31 | 14 | 10 | 24 | 0.774 |
| 2018-19 | Sacred Heart | NEWHA | FR | 30 | 11 | 15 | 26 | 0.867 |
| 2017-18 | Sacred Heart | NEWHA | — | 30 | 11 | 15 | 26 | 0.867 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Kiki Radke | USHS-MN-W · 2013-14 · 1.24 PPG | 0.273 | Bemidji State |
| Joie Phelps | USHS-MN-W · 2013-14 · 1.26 PPG | 0.182 | Cornell |
| Mac Johnson | USHS-MN-W · 2013-14 · 1.22 PPG | 0.125 | St. Cloud State |
| Nicole Guagliardo | USHS-W · 2013-14 · 2.27 PPG | 0.156 | Mercyhurst |
| Natalie Snodgrass | USHS-MN-W · 2012-13 · 1.20 PPG | 1.000 | UConn |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Kylie Scott | 2022-23 · 1.04 PPG | 0.440 | Gustavus Adolphus | MIAC |
| Avery Engbrecht | 2023-24 · 1.27 PPG | 0.370 | Wisconsin-Stevens Point | WIAC |
| Alexa Weiderhold | 2014-15 · 1.13 PPG | — | Canton | SUNYAC |
| Ashley Healy | 2017-18 · 1.27 PPG | 0.357 | St. Scholastica | NCHA |
| Ellaina Reynolds | 2017-18 · 1.23 PPG | 0.368 | Wisconsin-Superior | 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.