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 |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Stoney Creek Sabres | OWHL-U22 | 29 | 0 | 5 | 5 | 0.172 | 0.0604 | 0.0604 |
| 2022-23 | Burlington Barracudas AA | OWHL-U22 | 40 | 8 | 23 | 31 | 0.775 | 0.2714 | 0.2714 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Cornell | ECAC-W | JR | 33 | 1 | 7 | 8 | 0.242 |
| 2024-25 | Cornell | ECAC-W | SO | 30 | 0 | 2 | 2 | 0.067 |
| 2023-24 | Cornell | ECAC-W | FR | 20 | 0 | 2 | 2 | 0.100 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| 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 |
| Anna Kilponen | SMLIIGA-W · 2012-13 · 0.79 PPG | 0.257 | North Dakota |
| Lauren Kelly | NE-Prep-Girls · 2012-13 · 0.73 PPG | 0.208 | Dartmouth |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| 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 |
| 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.