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 | Stanstead College Varsity (W) | CAHS-W | 36 | 15 | 20 | 35 | 0.972 | 0.3488 | 0.3715 |
| 2022-23 | Stanstead College Varsity (W) | CAHS-W | 48 | 39 | 24 | 63 | 1.312 | 0.4709 | 0.4801 |
| 2023-24 | Stanstead College Varsity (W) | CAHS-W | 62 | 46 | 36 | 82 | 1.323 | 0.4745 | 0.4580 |
| 2024-25 | Stanstead College Varsity (W) | CAHS-W | 70 | 64 | 50 | 114 | 1.629 | 0.5843 | 0.5449 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Boston College | HEA-W | FR | 35 | 11 | 11 | 22 | 0.629 |
| 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 |
|---|---|---|---|---|
| Emma Peterson | 2013-14 · 2.52 PPG | 0.552 | Wisconsin-Eau Claire | WIAC |
| Kristina Press | 2017-18 · 2.08 PPG | 0.667 | Gustavus Adolphus | MIAC |
| Emma Schmitz | 2017-18 · 2.08 PPG | 0.667 | Wisconsin-River Falls | WIAC |
| Celia Midtbo | 2021-22 · 2.08 PPG | 0.667 | Saint Mary's | MIAC |
| Courtney Moriarty | 2012-13 · 1.11 PPG | 1.259 | 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.