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 | San Jose Jr. Sharks 16U AAA | 16U-AAA-W | 51 | 17 | 16 | 33 | 0.647 | 0.2078 | 0.2078 |
| 2023-24 | San Jose Jr. Sharks 19U AAA | 19U-AAA-W | 1 | 0 | 0 | 0 | 0.000 | N/A | N/A |
| 2024-25 | — | 19U-AAA-W | 21 | 5 | 5 | 10 | 0.476 | 0.1955 | 0.1955 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Lebanon Valley | MAC | FR | 24 | 13 | 7 | 20 | 0.833 |
| 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 |
|---|---|---|---|---|
| Gracyn Knowles | 2024-25 · 0.92 PPG | 0.548 | Wisconsin-River Falls | WIAC |
| Ella Konrad | 2024-25 · 0.74 PPG | 0.700 | Nazareth | UCHC |
| Avery Olson | 2024-25 · 1.29 PPG | — | Connecticut College | NESCAC |
| Lexi Holman | 2012-13 · 1.60 PPG | 0.321 | Concordia (WI) | NCHA |
| Brynn Puppe | 2015-16 · 0.92 PPG | 0.560 | Williams | NESCAC |
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.