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 | 36 | 7 | 7 | 14 | 0.389 | 0.1389 | 0.1389 |
| 2023-24 | — | 16U-AAA-W | 33 | 8 | 8 | 16 | 0.485 | 0.1732 | 0.1732 |
| 2024-25 | — | 19U-AAA-W | 47 | 8 | 20 | 28 | 0.596 | 0.2445 | 0.2445 |
| 2025-26 | — | 19U-AAA-W | 40 | 11 | 10 | 21 | 0.525 | 0.2155 | 0.2155 |
| 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 |
| 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 |
| Gabby Billing | USHS-MN-W · 2013-14 · 1.40 PPG | 0.310 | Dartmouth |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Grace Karakas | 2023-24 · 1.38 PPG | 0.417 | SUNY Cortland | SUNYAC |
| Abigail Chamernick | 2022-23 · 1.17 PPG | 0.500 | Hamline | MIAC |
| Jenna Allen | 2023-24 · 0.93 PPG | 0.586 | Augsburg | MIAC |
| Annika Lindgren | 2021-22 · 2.08 PPG | 0.273 | Hamline | MIAC |
| Grace Romeo | 2021-22 · 0.83 PPG | 0.688 | William Smith | NEHC |
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.