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 |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | MoDo Hockey | SDHL | 12 | 0 | 0 | 0 | 0.000 | N/A | N/A |
| 2021-22 | MoDo Hockey | SDHL | 12 | 0 | 2 | 2 | 0.167 | 0.1950 | 0.1950 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Wilkes | MAC | GR | 22 | 1 | 4 | 5 | 0.227 |
| 2024-25 | New England College | NEHC | JR | 25 | 7 | 13 | 20 | 0.800 |
| 2023-24 | New England College | NEHC | SO | 25 | 4 | 12 | 16 | 0.640 |
| 2022-23 | New England College | NEHC | FR | 25 | 4 | 5 | 9 | 0.360 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Nicole Guagliardo | USHS-W · 2013-14 · 2.27 PPG | 0.156 | Mercyhurst |
| 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 |
| Joie Phelps | USHS-MN-W · 2013-14 · 1.26 PPG | 0.182 | Cornell |
| Natalie Snodgrass | USHS-MN-W · 2013-14 · 1.33 PPG | 1.000 | UConn |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Amber Meluzio | 2024-25 · 0.79 PPG | 0.464 | Elmira | UCHC |
| Cara Cook | 2022-23 · 1.12 PPG | 0.333 | Aurora | NCHA |
| Shelby Evans | 2024-25 · 0.89 PPG | — | St. Scholastica | NCHA |
| Andrea Noss | 2013-14 · 0.52 PPG | 0.667 | SUNY Oswego | SUNYAC |
| Livia Hoff | 2021-22 · 0.92 PPG | — | Concordia | 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.