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 |
|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | AIK | SDHL | 27 | 2 | 0 | 2 | 0.074 | 0.0867 | 0.0867 |
| 2015-16 | Linköping HC | SDHL | 34 | 1 | 3 | 4 | 0.118 | 0.1375 | 0.1375 |
| 2016-17 | Linköping HC | SDHL | 31 | 2 | 5 | 7 | 0.226 | 0.2641 | 0.2641 |
| 2017-18 | Linköping HC | SDHL | 36 | 4 | 3 | 7 | 0.194 | 0.2274 | 0.2274 |
| 2018-19 | — | SDHL | 36 | 4 | 2 | 6 | 0.167 | 0.1950 | 0.1950 |
| 2020-21 | Linköping HC | SDHL | 19 | 3 | 1 | 4 | 0.210 | 0.2462 | 0.2462 |
| 2022-23 | Leksands IF | SDHL | 30 | 2 | 3 | 5 | 0.167 | 0.1950 | 0.1953 |
| 2023-24 | Leksands IF | SDHL | 36 | 4 | 6 | 10 | 0.278 | 0.3249 | 0.3017 |
| 2024-25 | Leksands IF | SDHL | 36 | 1 | 7 | 8 | 0.222 | 0.2599 | 0.2306 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2021-22 | Long Island Univ. | CHA-W | JR | 24 | 4 | 9 | 13 | 0.542 |
| 2020-21 | Long Island Univ. | CHA-W | SO | 13 | 4 | 6 | 10 | 0.769 |
| 2019-20 | Long Island Univ. | CHA-W | FR | 32 | 10 | 15 | 25 | 0.781 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Lindsay Roethke | USHS-MN-W · 2013-14 · 1.52 PPG | 0.027 | UConn |
| Sydney Brodt | USHS-MN-W · 2013-14 · 1.54 PPG | 0.600 | Minnesota Duluth |
| Brooklynn Schugel | USHS-MN-W · 2012-13 · 1.54 PPG | 0.270 | Minnesota Duluth |
| Taylor Wente | USHS-MN-W · 2013-14 · 1.54 PPG | 0.658 | Minnesota |
| Demi Gardner | USHS-MN-W · 2013-14 · 1.55 PPG | 0.250 | Minnesota State |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Ann-Frédérique Guay | 2024-25 · 0.31 PPG | 1.103 | Norwich | NEHC |
| Madie Leidt | 2025-26 · 0.63 PPG | 0.964 | Middlebury | NESCAC |
| Megan Delay | 2021-22 · 0.50 PPG | 0.458 | SUNY Plattsburgh | SUNYAC |
| Meg Aiken | 2025-26 · 0.64 PPG | 0.476 | Castleton | NEHC |
| Shannon Stewart | 2015-16 · 0.74 PPG | 0.833 | 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.