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 |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Cambridge Rivulettes | OWHL-U22 | 25 | 4 | 6 | 10 | 0.400 | 0.1401 | 0.1401 |
| 2022-23 | Cambridge Rivulettes | OWHL-U22 | 22 | 3 | 8 | 11 | 0.500 | 0.1751 | 0.1751 |
| 2023-24 | Cambridge Rivulettes | OWHL-U22 | 43 | 11 | 12 | 23 | 0.535 | 0.1873 | 0.1873 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | St. Lawrence | ECAC-W | SO | 35 | 1 | 1 | 2 | 0.057 |
| 2024-25 | St. Lawrence | ECAC-W | FR | 9 | 0 | 0 | 0 | 0.000 |
| 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 |
|---|---|---|---|---|
| Marta Mazzocchi | 2022-23 · 0.90 PPG | 0.727 | Trinity | NESCAC |
| Samantha Pool | 2021-22 · 0.85 PPG | 0.800 | Wisconsin-River Falls | WIAC |
| Erica Schramel | 2014-15 · 1.88 PPG | 0.360 | Wisconsin-River Falls | WIAC |
| Annie Buttermore | 2010-11 · 1.21 PPG | 0.560 | St. Catherine | MIAC |
| Adriana Urban | 2021-22 · 1.41 PPG | 0.480 | SUNY Plattsburgh | SUNYAC |
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.