Based on 27 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 | Little Caesars 19U AAA | JWHL-U19 | 26 | 12 | 25 | 37 | 1.423 | 0.5523 | 0.5523 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2021-22 | SUNY Plattsburgh | SUNYAC | SR | 29 | 6 | 11 | 17 | 0.586 |
| 2020-21 | SUNY Plattsburgh | SUNYAC | JR | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | SUNY Plattsburgh | SUNYAC | SO | 27 | 14 | 12 | 26 | 0.963 |
| 2018-19 | SUNY Plattsburgh | SUNYAC | FR | 29 | 11 | 14 | 25 | 0.862 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Saana Valkama | SMLIIGA-W · 2012-13 · 1.43 PPG | 0.314 | Vermont |
| 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 |
| 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 |
|---|---|---|---|---|
| Celia Midtbo | 2022-23 · 1.73 PPG | 0.840 | Saint Mary's (MN) | MIAC |
| Jessica Bird | 2016-17 · 2.88 PPG | 0.500 | Wisconsin-River Falls | WIAC |
| Brianna Breiland | 2010-11 · 2.28 PPG | 0.633 | Wisconsin-River Falls | WIAC |
| Ciara Wall | 2019-20 · 1.60 PPG | 0.897 | SUNY Plattsburgh | SUNYAC |
| Madi Nolan | 2016-17 · 1.75 PPG | 0.826 | Wisconsin-River Falls | WIAC |
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.