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 | Vermont Academy | NE-Prep-Girls | 28 | 1 | 0 | 1 | 0.040 | 0.0130 | 0.0130 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Franklin Pierce | NEWHA | JR | 26 | 6 | 3 | 9 | 0.346 |
| 2024-25 | Franklin Pierce | NEWHA | SO | 32 | 5 | 7 | 12 | 0.375 |
| 2023-24 | Franklin Pierce | NEWHA | FR | 15 | 0 | 2 | 2 | 0.133 |
| 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.