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 |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Stanstead College Varsity (W) | CAHS-W | 57 | 5 | 14 | 19 | 0.333 | 0.1196 | 0.1196 |
| 2020-21 | Stanstead College Varsity (W) | CAHS-W | 0 | 0 | 0 | 0 | 0.000 | N/A | N/A |
| 2021-22 | Stanstead College Varsity (W) | CAHS-W | 37 | 17 | 23 | 40 | 1.081 | 0.3879 | 0.3879 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Union | ECAC-W | SR | 36 | 2 | 21 | 23 | 0.639 |
| 2024-25 | Union | ECAC-W | JR | 37 | 8 | 14 | 22 | 0.595 |
| 2023-24 | Union | ECAC-W | SO | 35 | 5 | 8 | 13 | 0.371 |
| 2022-23 | Union | ECAC-W | FR | 34 | 1 | 11 | 12 | 0.353 |
| 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 |
|---|---|---|---|---|
| Aimee Briand | 2011-12 · 1.22 PPG | 0.810 | Castleton | NEHC |
| Maddie Kolbow | 2015-16 · 1.56 PPG | 0.633 | Hamline | MIAC |
| Carley Daly | 2018-19 · 1.41 PPG | 0.704 | Amherst | NESCAC |
| Ari Smith | 2012-13 · 2.46 PPG | — | Elmira | UCHC |
| Hadley Malcolmson | 2016-17 · 2.70 PPG | 0.364 | Wisconsin-River Falls | WIAC |
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.