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 |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Cushing | NE-Prep-Girls | 29 | 15 | 10 | 25 | 0.860 | 0.2793 | 0.2793 |
| 2019-20 | Cushing | NE-Prep-Girls | 34 | 26 | 25 | 51 | 1.500 | 0.4872 | 0.4872 |
| 2021-22 | Cushing | NE-Prep-Girls | 27 | 25 | 14 | 39 | 1.440 | 0.4677 | 0.4677 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Northeastern | HEA-W | SR | 39 | 3 | 1 | 4 | 0.103 |
| 2024-25 | Northeastern | HEA-W | JR | 20 | 0 | 2 | 2 | 0.100 |
| 2023-24 | Northeastern | HEA-W | SO | 37 | 3 | 3 | 6 | 0.162 |
| 2022-23 | Northeastern | HEA-W | FR | 19 | 1 | 0 | 1 | 0.053 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Kelly Pannek | USHS-MN-W · 2013-14 · 3.08 PPG | 1.073 | Minnesota |
| Jessie Aney | USHS-MN-W · 2012-13 · 3.17 PPG | 0.267 | UConn |
| Emma Nuutinen | SMLIIGA-W · 2012-13 · 1.25 PPG | 0.559 | North Dakota |
| Phoebe Staenz | NE-Prep-Girls · 2012-13 · 1.38 PPG | 0.680 | Yale |
| Bridget Carey | NE-Prep-Girls · 2012-13 · 1.38 PPG | 0.357 | Brown |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Drew Kopek | 2021-22 · 2.33 PPG | 0.417 | SUNY Cortland | SUNYAC |
| Chloe Summerfield | 2015-16 · 1.96 PPG | 0.500 | Wisconsin-Eau Claire | WIAC |
| Hadley Malcolmson | 2016-17 · 2.70 PPG | 0.364 | Wisconsin-River Falls | WIAC |
| Ari Smith | 2012-13 · 2.46 PPG | — | Elmira | UCHC |
| Nina Thorson | 2021-22 · 1.04 PPG | 0.929 | Hamline | 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.