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 | Milwaukee Jr. Admirals 19U | 19U-AAA-W | 56 | 0 | 3 | 3 | 0.054 | 0.0171 | 0.0181 |
| 2023-24 | Milwaukee Jr. Admirals 19U | 19U-AAA-W | 56 | 2 | 0 | 2 | 0.036 | 0.0114 | 0.0113 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Concordia (WI) | NCHA | FR | 9 | 1 | 2 | 3 | 0.333 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Becca Gilmore | NE-Prep-Girls · 2012-13 · 0.04 PPG | 1.167 | Harvard |
| Madison Nichols | NE-Prep-Girls · 2012-13 · 0.04 PPG | 0.360 | St. Michael's College |
| Annelise Rice | USHS-MN-W · 2012-13 · 0.05 PPG | 0.080 | North Dakota |
| Sharon Frankel | NE-Prep-Girls · 2012-13 · 0.05 PPG | 0.312 | Princeton |
| Anna Johnson | USHS-W · 2012-13 · 0.05 PPG | 0.027 | Mercyhurst |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Riley Veldman | 2024-25 · 0.18 PPG | 0.154 | Concordia (WI) | NCHA |
| Kellsey Kludt | 2023-24 · 0.15 PPG | 0.200 | St. Olaf | MIAC |
| Leah Elledge | 2011-12 · 0.84 PPG | 0.032 | Lindenwood | CHA-W |
| Kaiya Johnson | 2023-24 · 0.38 PPG | 0.074 | Wisconsin-Stevens Point | WIAC |
| Laurissa Kostiw | 2014-15 · 0.25 PPG | 0.095 | St. Scholastica | NCHA |
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.