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 |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Brynäs IF | SDHL | 17 | 4 | 12 | 16 | 0.941 | 1.1007 | 1.0093 |
| 2025-26 | Brynäs IF | SDHL | 23 | 1 | 7 | 8 | 0.348 | 0.4068 | 0.3574 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2022-23 | Northeastern | HEA-W | FR | 38 | 4 | 18 | 22 | 0.579 |
| 2021-22 | Vermont | HEA-W | SR | 34 | 13 | 22 | 35 | 1.029 |
| 2020-21 | Vermont | HEA-W | JR | 11 | 1 | 8 | 9 | 0.818 |
| 2019-20 | Vermont | HEA-W | SO | 36 | 12 | 17 | 29 | 0.806 |
| 2018-19 | Vermont | HEA-W | FR | 36 | 5 | 6 | 11 | 0.306 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Briana Mastel | NE-Prep-Girls · 2012-13 · 1.04 PPG | 0.258 | Harvard |
| Anna Kilponen | SMLIIGA-W · 2012-13 · 0.79 PPG | 0.257 | North Dakota |
| Anna Wright | NE-Prep-Girls · 2012-13 · 0.86 PPG | 0.000 | Maine |
| Taylor Marchin | NE-Prep-Girls · 2012-13 · 0.77 PPG | 0.207 | Yale |
| Erin O'Connor | USHS-W · 2012-13 · 2.85 PPG | 0.758 | Cornell |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Madie Leidt | 2025-26 · 0.63 PPG | 0.964 | Middlebury | NESCAC |
| Shannon Stewart | 2015-16 · 0.74 PPG | 0.833 | SUNY Plattsburgh | SUNYAC |
| Shelby Johnson | 2010-11 · 1.69 PPG | 0.400 | Salve Regina | NEHC |
| Ally Nolan | 2016-17 · 0.48 PPG | 1.407 | Chatham | UCHC |
| Annie Buttermore | 2010-11 · 1.21 PPG | 0.560 | St. Catherine | 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.