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 | 16 | 7 | 3 | 10 | 0.625 | 0.2233 | 0.2233 |
| 2023-24 | — | 19U-AAA-W | 13 | 4 | 2 | 6 | 0.462 | 0.1894 | 0.1894 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Colby | NESCAC | SO | 11 | 3 | 2 | 5 | 0.455 |
| 2024-25 | Colby | NESCAC | FR | 1 | 0 | 0 | 0 | 0.000 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| 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 |
| Nicole Guagliardo | USHS-W · 2013-14 · 2.27 PPG | 0.156 | Mercyhurst |
| Mac Johnson | USHS-MN-W · 2013-14 · 1.22 PPG | 0.125 | St. Cloud State |
| Natalie Snodgrass | USHS-MN-W · 2012-13 · 1.20 PPG | 1.000 | UConn |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Gracyn Knowles | 2024-25 · 0.92 PPG | 0.548 | Wisconsin-River Falls | WIAC |
| Greta Nundahl | 2013-14 · 0.96 PPG | 0.519 | St. Scholastica | NCHA |
| Ashley Kloncz | 2012-13 · 1.04 PPG | 0.480 | Augsburg | MIAC |
| Kaleigh Martinson | 2012-13 · 0.84 PPG | 0.593 | Wisconsin-Superior | WIAC |
| Kensie Malone | 2015-16 · 0.83 PPG | 0.600 | Augsburg | 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.