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 | Newark Ironbound 19U AAA | 19U-AAA-W | 67 | 20 | 24 | 44 | 0.657 | 0.2090 | 0.1976 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Norwich | LittleEast | JR | 27 | 4 | 14 | 18 | 0.667 |
| 2024-25 | Norwich | NEHC | SO | 23 | 2 | 8 | 10 | 0.435 |
| 2023-24 | Norwich | NEHC | FR | 23 | 5 | 5 | 10 | 0.435 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| 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 |
| Natalie Snodgrass | USHS-MN-W · 2013-14 · 1.33 PPG | 1.000 | UConn |
| Nicole Guagliardo | USHS-W · 2013-14 · 2.27 PPG | 0.156 | Mercyhurst |
| Sylvia Marolt | USHS-MN-W · 2013-14 · 1.35 PPG | 0.000 | Bemidji State |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Kelly Matthews | 2015-16 · 1.44 PPG | 0.333 | Elmira | UCHC |
| Julia Pias | 2016-17 · 0.92 PPG | 0.522 | Saint Benedict | MIAC |
| Laken Muller | 2014-15 · 1.20 PPG | 0.400 | St. Catherine | MIAC |
| Sage Gerard | 2014-15 · 1.20 PPG | — | St. Scholastica | NCHA |
| Gabby Olson | 2015-16 · 1.20 PPG | — | Bethel | 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.