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 |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Syracuse Valley Eagles 16U | 16U-AAA-W | 49 | 15 | 15 | 30 | 0.612 | 0.1966 | 0.1881 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Utica | UCHC | FR | 24 | 2 | 2 | 4 | 0.167 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Kiki Radke | USHS-MN-W · 2013-14 · 1.24 PPG | 0.273 | Bemidji State |
| Joie Phelps | USHS-MN-W · 2013-14 · 1.26 PPG | 0.182 | Cornell |
| Mac Johnson | USHS-MN-W · 2013-14 · 1.22 PPG | 0.125 | St. Cloud State |
| Nicole Guagliardo | USHS-W · 2013-14 · 2.27 PPG | 0.156 | Mercyhurst |
| Natalie Snodgrass | USHS-MN-W · 2012-13 · 1.20 PPG | 1.000 | UConn |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Maggie Hunter | 2022-23 · 0.50 PPG | 0.931 | Norwich | LittleEast |
| Hannah Grabianowski | 2023-24 · 0.92 PPG | 0.517 | St. Norbert | NCHA |
| Olivia Martin | 2023-24 · 0.88 PPG | 0.500 | Bethel | MIAC |
| Ella Konrad | 2023-24 · 0.70 PPG | 0.700 | Nazareth | UCHC |
| Ella Thoreson | 2023-24 · 0.90 PPG | 0.500 | Wisconsin-Eau Claire | 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.