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 |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | — | 16U-AAA-W | 4 | 1 | 1 | 2 | 0.500 | 0.1786 | 0.1786 |
| 2023-24 | — | 19U-AAA-W | 19 | 3 | 3 | 6 | 0.316 | 0.1296 | 0.1296 |
| 2024-25 | — | 19U-AAA-W | 11 | 2 | 8 | 10 | 0.909 | 0.3732 | 0.3732 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Yale | ECAC-W | FR | 33 | 13 | 23 | 36 | 1.091 |
| 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 |
|---|---|---|---|---|
| Hadley Malcolmson | 2016-17 · 2.70 PPG | 0.364 | Wisconsin-River Falls | WIAC |
| Ari Smith | 2012-13 · 2.46 PPG | — | Elmira | UCHC |
| Chloe Summerfield | 2015-16 · 1.96 PPG | 0.500 | Wisconsin-Eau Claire | WIAC |
| Maddie Kolbow | 2015-16 · 1.56 PPG | 0.633 | Hamline | MIAC |
| Aimee Briand | 2011-12 · 1.22 PPG | 0.810 | Castleton | NEHC |
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.