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 | Stanstead Spartans M16 (W) | JWHL-U16 | 16 | 9 | 7 | 16 | 1.000 | 0.2252 | 0.2235 |
| 2022-23 | Stanstead Spartans M16 (W) | JWHL-U16 | 16 | 9 | 7 | 16 | 1.000 | 0.2252 | 0.2168 |
| 2023-24 | Stanstead Spartans M16 (W) | JWHL-U16 | 16 | 9 | 7 | 16 | 1.000 | 0.2252 | 0.2161 |
| 2024-25 | — | JWHL-U19 | 25 | 3 | 9 | 12 | 0.480 | 0.1863 | 0.1979 |
| 2025-26 | Stanstead Spartans M16 (W) | JWHL-U16 | 16 | 9 | 7 | 16 | 1.000 | 0.2252 | 0.2161 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Nicole Guagliardo | USHS-W · 2012-13 · 2.54 PPG | 0.156 | Mercyhurst |
| Katie Detert | USHS-W · 2013-14 · 2.50 PPG | 0.000 | St. Cloud State |
| Jacqueline Kaasa | USHS-MN-W · 2013-14 · 1.46 PPG | 0.143 | Bemidji State |
| Mariah Gardner | USHS-MN-W · 2012-13 · 1.40 PPG | 0.071 | Minnesota State |
| Abby Halluska | USHS-MN-W · 2013-14 · 1.40 PPG | 0.314 | Bemidji State |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Sadie Baker | 2013-14 · 1.09 PPG | 0.538 | Hamline | MIAC |
| Daelyn Williams | 2023-24 · 1.00 PPG | 0.545 | Salem State | MASCAC |
| Lauren Ballinger | 2022-23 · 1.04 PPG | 0.556 | Wisconsin-Eau Claire | WIAC |
| Rylan Kissel | 2023-24 · 0.96 PPG | 0.577 | Bethel | MIAC |
| Bailey Vesper | 2024-25 · 1.44 PPG | 0.393 | Saint Benedict | 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.