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 | NAHA Red 16U | 16U-AAA-W | 64 | 5 | 18 | 23 | 0.359 | 0.1154 | 0.1158 |
| 2022-23 | — | 19U-AAA-W | 24 | 1 | 5 | 6 | 0.250 | 0.1026 | 0.1026 |
| 2023-24 | — | 19U-AAA-W | 10 | 5 | 2 | 7 | 0.700 | 0.2873 | 0.2873 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Penn State | WCHA-W | SO | 39 | 0 | 7 | 7 | 0.179 |
| 2024-25 | Penn State | WCHA-W | FR | 38 | 0 | 6 | 6 | 0.158 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Anna Wright | NE-Prep-Girls · 2012-13 · 0.86 PPG | 0.000 | Maine |
| Anna Kilponen | SMLIIGA-W · 2012-13 · 0.79 PPG | 0.257 | North Dakota |
| 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 |
| Lauren Kelly | NE-Prep-Girls · 2012-13 · 0.73 PPG | 0.208 | Dartmouth |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Lauren Ballinger | 2023-24 · 1.38 PPG | 0.556 | Wisconsin-Eau Claire | WIAC |
| Annalee Holzer | 2024-25 · 1.50 PPG | 0.500 | St. Norbert | NCHA |
| Reilly Springman | 2017-18 · 1.20 PPG | 0.630 | Wisconsin-River Falls | WIAC |
| Lauren Carmody | 2016-17 · 1.30 PPG | 0.583 | Chatham | UCHC |
| Madi Nolan | 2013-14 · 0.91 PPG | 0.826 | 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.