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 | Little Caesars 16U AAA | 16U-AAA-W | 64 | 4 | 31 | 35 | 0.547 | 0.1740 | 0.1740 |
| 2022-23 | — | 19U-AAA-W | 23 | 2 | 6 | 8 | 0.348 | 0.1428 | 0.1428 |
| 2023-24 | — | 19U-AAA-W | 28 | 4 | 5 | 9 | 0.321 | 0.1319 | 0.1319 |
| 2024-25 | — | 19U-AAA-W | 22 | 7 | 6 | 13 | 0.591 | 0.2426 | 0.2426 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Franklin Pierce | NEWHA | FR | 34 | 3 | 17 | 20 | 0.588 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| 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 |
| Erin O'Connor | USHS-W · 2012-13 · 2.85 PPG | 0.758 | Cornell |
| 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 |
|---|---|---|---|---|
| Rylan Kissel | 2024-25 · 1.11 PPG | 0.577 | Bethel | MIAC |
| Marta Mazzocchi | 2022-23 · 0.90 PPG | 0.727 | Trinity | NESCAC |
| Annie Pumper | 2012-13 · 1.92 PPG | 0.333 | St. Olaf | MIAC |
| Madison Anderson | 2022-23 · 0.75 PPG | 0.852 | Norwich | NEHC |
| Rose Aldridge | 2021-22 · 1.59 PPG | — | 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.