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 | Saint Mary's Prep | USHS-W | 48 | 22 | 22 | 44 | 0.917 | 0.0778 | 0.0804 |
| 2023-24 | Saint Mary's Prep | USHS-W | 47 | 10 | 18 | 28 | 0.596 | 0.0506 | 0.0495 |
| 2025-26 | Whitby Wolves | OWHL-U22 | 48 | 12 | 16 | 28 | 0.583 | 0.2043 | 0.1945 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Nicole Guagliardo | USHS-W · 2013-14 · 2.27 PPG | 0.156 | Mercyhurst |
| Joie Phelps | USHS-MN-W · 2013-14 · 1.26 PPG | 0.182 | Cornell |
| Sydney Brodt | USHS-MN-W · 2012-13 · 1.32 PPG | 0.600 | Minnesota Duluth |
| Jackie Pieper | USHS-MN-W · 2013-14 · 1.32 PPG | 0.324 | Merrimack |
| Natalie Snodgrass | USHS-MN-W · 2013-14 · 1.33 PPG | 1.000 | UConn |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Madison Kadrlik | 2022-23 · 1.08 PPG | 0.643 | Wisconsin-River Falls | WIAC |
| Kaiya Sandy | 2024-25 · 1.27 PPG | 0.571 | Hamline | MIAC |
| Emma Flynn | 2016-17 · 1.14 PPG | 0.615 | Amherst | NESCAC |
| Ivy Boric | 2015-16 · 0.54 PPG | 1.296 | SUNY Plattsburgh | SUNYAC |
| Alexis Peterson | 2014-15 · 1.48 PPG | 0.476 | Marian | 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.