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 | Fox Cities Stars | USHS-W | 19 | 33 | 32 | 65 | 3.421 | 0.2905 | 0.2905 |
| 2021-22 | Team Wisconsin 16U AAA | 16U-AAA-W | 33 | 20 | 15 | 35 | 1.061 | 0.3406 | 0.3357 |
| 2022-23 | — | 19U-AAA-W | 8 | 4 | 3 | 7 | 0.875 | 0.3592 | 0.3592 |
| 2024-25 | — | 19U-AAA-W | 31 | 25 | 16 | 41 | 1.323 | 0.5429 | 0.5429 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Lindenwood | WCHA-W | FR | 32 | 1 | 2 | 3 | 0.094 |
| 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 |
| Ciara Wall | 2019-20 · 1.60 PPG | 0.897 | SUNY Plattsburgh | SUNYAC |
| Jessica Bird | 2016-17 · 2.88 PPG | 0.500 | Wisconsin-River Falls | WIAC |
| Julia Masotta | 2017-18 · 1.16 PPG | 1.222 | Norwich | NEHC |
| Michaela O'Connor | 2016-17 · 4.25 PPG | 0.333 | Williams | NESCAC |
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.