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 |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Regina Rebels | SFMAAAHL-W | 0 | 0 | 0 | 0 | 0.000 | N/A | N/A |
| 2021-22 | Regina Rebels | SFMAAAHL-W | 29 | 22 | 27 | 49 | 1.690 | 0.3952 | 0.3952 |
| 2022-23 | Regina Rebels | SFMAAAHL-W | 29 | 36 | 29 | 65 | 2.241 | 0.5243 | 0.5243 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Boston University | HEA-W | JR | 35 | 4 | 5 | 9 | 0.257 |
| 2024-25 | St. Cloud State | WCHA-W | SO | 35 | 3 | 6 | 9 | 0.257 |
| 2023-24 | St. Cloud State | WCHA-W | FR | 30 | 4 | 3 | 7 | 0.233 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Kelly Pannek | USHS-MN-W · 2012-13 · 3.45 PPG | 1.073 | Minnesota |
| Nicole Schammel | USHS-MN-W · 2013-14 · 3.44 PPG | 0.611 | Minnesota State |
| Saana Valkama | SMLIIGA-W · 2012-13 · 1.43 PPG | 0.314 | Vermont |
| Emma Nuutinen | SMLIIGA-W · 2012-13 · 1.25 PPG | 0.559 | North Dakota |
| Jessie Aney | USHS-MN-W · 2012-13 · 3.17 PPG | 0.267 | UConn |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Nicole Unsworth | 2013-14 · 2.14 PPG | 0.960 | SUNY Plattsburgh | SUNYAC |
| Katie Little | 2008-09 · 1.30 PPG | 1.556 | Manhattanville | UCHC |
| Megan Goodreau | 2021-22 · 1.68 PPG | 1.207 | Wisconsin-River Falls | WIAC |
| Kelsey Rafferty | 2013-14 · 2.95 PPG | 0.680 | Hamline | MIAC |
| Grace Delmonico | 2022-23 · 2.43 PPG | 0.857 | Hamline | 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.