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 | Northwood School | JWHL-U19 | 20 | 3 | 2 | 5 | 0.250 | 0.0970 | 0.0970 |
| 2023-24 | Northwood School | 19U-AAA-W | 72 | 12 | 22 | 34 | 0.472 | 0.1503 | 0.1503 |
| 2024-25 | Northwood School | NE-Prep-Girls | 71 | 21 | 30 | 51 | 0.718 | 0.2333 | 0.2333 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | RIT | CHA-W | FR | 34 | 1 | 8 | 9 | 0.265 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Lauren Kelly | NE-Prep-Girls · 2012-13 · 0.73 PPG | 0.208 | Dartmouth |
| Erin O'Connor | USHS-W · 2013-14 · 2.80 PPG | 0.758 | Cornell |
| Dani Sadek | USHS-MN-W · 2012-13 · 1.46 PPG | 0.611 | Ohio State |
| Taylor Marchin | NE-Prep-Girls · 2012-13 · 0.77 PPG | 0.207 | Yale |
| Grace Bizal | USHS-MN-W · 2013-14 · 1.35 PPG | 0.268 | Boston College |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Avery Engbrecht | 2023-24 · 1.27 PPG | 0.370 | Wisconsin-Stevens Point | WIAC |
| Mya Monson | 2018-19 · 1.22 PPG | — | Gustavus Adolphus | MIAC |
| Erin Olson | 2015-16 · 0.76 PPG | 0.640 | Wisconsin-River Falls | WIAC |
| Madigan Goldsworthy | 2017-18 · 1.52 PPG | 0.320 | Gustavus Adolphus | MIAC |
| Molly McHugh | 2016-17 · 0.44 PPG | 1.107 | Gustavus Adolphus | MIAC |
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.