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 |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Northfield Mt. Hermon | NE-Prep-Girls | 27 | 6 | 7 | 13 | 0.480 | 0.1559 | 0.1559 |
| 2017-18 | Northfield Mt. Hermon | NE-Prep-Girls | 28 | 11 | 12 | 23 | 0.820 | 0.2663 | 0.2663 |
| 2018-19 | Northfield Mt. Hermon | NE-Prep-Girls | 26 | 1 | 0 | 1 | 0.040 | 0.0130 | 0.0130 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2024-25 | Utica | UCHC | FR | 26 | 7 | 12 | 19 | 0.731 |
| 2023-24 | Chatham | UCHC | JR | 21 | 6 | 15 | 21 | 1.000 |
| 2022-23 | Chatham | UCHC | SO | 23 | 18 | 11 | 29 | 1.261 |
| 2021-22 | Chatham | UCHC | FR | 27 | 22 | 16 | 38 | 1.407 |
| 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 |
| Sharon Frankel | NE-Prep-Girls · 2012-13 · 0.05 PPG | 0.312 | Princeton |
| Annelise Rice | USHS-MN-W · 2012-13 · 0.05 PPG | 0.080 | North Dakota |
| Stella Haberman | USHS-MN-W · 2012-13 · 0.12 PPG | 0.125 | RIT |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Kaiya Johnson | 2024-25 · 0.38 PPG | 0.074 | Wisconsin-Stevens Point | WIAC |
| Maggie Jacoby | 2022-23 · 0.13 PPG | 0.200 | Nazareth | UCHC |
| Annie Sommer | 2022-23 · 0.07 PPG | — | King's | UCHC |
| Alexa March | 2023-24 · 0.21 PPG | 0.095 | Saint Mary's | MIAC |
| Bailey Coole | 2022-23 · 0.52 PPG | 0.042 | 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.