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 | — | 16U-AAA-W | 35 | 2 | 1 | 3 | 0.086 | 0.0306 | 0.0306 |
| 2023-24 | — | 16U-AAA-W | 49 | 7 | 14 | 21 | 0.429 | 0.1531 | 0.1531 |
| 2024-25 | — | 19U-AAA-W | 68 | 16 | 16 | 32 | 0.471 | 0.1932 | 0.1932 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | SUNY Potsdam | SUNYAC | FR | 22 | 0 | 4 | 4 | 0.182 |
| 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 |
| Kiki Radke | USHS-MN-W · 2013-14 · 1.24 PPG | 0.273 | Bemidji State |
| 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 |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Gracyn Knowles | 2024-25 · 0.92 PPG | 0.548 | Wisconsin-River Falls | WIAC |
| Payton Hans | 2016-17 · 0.57 PPG | 0.889 | Trine | NCHA |
| Kristina Press | 2015-16 · 0.76 PPG | 0.667 | Gustavus Adolphus | MIAC |
| Paige Loidolt | 2018-19 · 0.67 PPG | 0.760 | St. Catherine | MIAC |
| Payton Rudiger | 2012-13 · 1.17 PPG | 0.435 | 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.