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 |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Berwick | NE-Prep-Girls | 23 | 17 | 11 | 28 | 1.220 | 0.3963 | 0.3963 |
| 2018-19 | Berwick | NE-Prep-Girls | 31 | 19 | 19 | 38 | 1.230 | 0.3995 | 0.3995 |
| 2019-20 | Berwick | NE-Prep-Girls | 30 | 16 | 14 | 30 | 1.000 | 0.3248 | 0.3248 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2023-24 | William Smith | NEHC | SR | 17 | 1 | 6 | 7 | 0.412 |
| 2022-23 | William Smith | NEHC | JR | 15 | 5 | 3 | 8 | 0.533 |
| 2021-22 | William Smith | NEHC | SO | 13 | 3 | 0 | 3 | 0.231 |
| 2020-21 | William Smith | NEHC | FR | 0 | 0 | 0 | 0 | 0.000 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Taylor Williamson | USHS-MN-W · 2013-14 · 2.14 PPG | 0.395 | Minnesota |
| Haley Mack | USHS-MN-W · 2012-13 · 2.16 PPG | 0.371 | Bemidji State |
| Emily Bergland | USHS-MN-W · 2012-13 · 2.16 PPG | 0.114 | Bemidji State |
| Corbin Boyd | USHS-MN-W · 2012-13 · 2.16 PPG | 0.269 | Minnesota State |
| Brittany Wheeler | USHS-MN-W · 2013-14 · 2.16 PPG | 0.111 | Yale |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Adriana Urban | 2021-22 · 1.41 PPG | 0.480 | SUNY Plattsburgh | SUNYAC |
| 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 |
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.