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 | Team Kuortane | SMLIIGA-W | 25 | 0 | 3 | 3 | 0.120 | 0.0467 | 0.0613 |
| 2022-23 | Team Kuortane | SMLIIGA-W | 33 | 4 | 9 | 13 | 0.394 | 0.1532 | 0.1906 |
| 2023-24 | Team Kuortane | SMLIIGA-W | 27 | 2 | 2 | 4 | 0.148 | 0.0576 | 0.0699 |
| 2024-25 | Team Kuortane | SMLIIGA-W | 30 | 10 | 13 | 23 | 0.767 | 0.2982 | 0.3494 |
| 2025-26 | HPK | SMLIIGA-W | 27 | 2 | 13 | 15 | 0.556 | 0.2161 | 0.2423 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| 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 |
| Taylor Marchin | NE-Prep-Girls · 2012-13 · 0.77 PPG | 0.207 | Yale |
| Dani Sadek | USHS-MN-W · 2012-13 · 1.46 PPG | 0.611 | Ohio State |
| Anna Wright | NE-Prep-Girls · 2012-13 · 0.86 PPG | 0.000 | Maine |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Addison Alaoui | 2022-23 · 0.65 PPG | 0.833 | Lebanon Valley | MAC |
| Harley Kinney | 2015-16 · 1.35 PPG | — | Marian | NCHA |
| Hallie Sheridan | 2017-18 · 1.08 PPG | 0.500 | Wisconsin-Eau Claire | WIAC |
| Mikah Baptiste | 2017-18 · 0.81 PPG | 0.667 | Norwich | NEHC |
| Baylee Darling | 2012-13 · 2.00 PPG | 0.269 | Concordia (WI) | NCHA |
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.