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 |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | — | 19U-AAA-W | 34 | 8 | 7 | 15 | 0.441 | 0.1811 | 0.1811 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Clarkson | ECAC-W | SO | 30 | 3 | 2 | 5 | 0.167 |
| 2024-25 | Clarkson | ECAC-W | FR | 25 | 0 | 0 | 0 | 0.000 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Natalie Snodgrass | USHS-MN-W · 2012-13 · 1.20 PPG | 1.000 | UConn |
| Kaylee Druk | USHS-MN-W · 2012-13 · 1.20 PPG | 0.000 | Syracuse |
| Tianna Gunderson | USHS-MN-W · 2013-14 · 1.20 PPG | 0.069 | Minnesota |
| Presley Norby | USHS-MN-W · 2013-14 · 1.20 PPG | 0.525 | Wisconsin |
| Mac Johnson | USHS-MN-W · 2013-14 · 1.22 PPG | 0.125 | St. Cloud State |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Avery Engbrecht | 2023-24 · 1.27 PPG | 0.370 | Wisconsin-Stevens Point | WIAC |
| Paige Hanson | 2018-19 · 1.19 PPG | — | Concordia | MIAC |
| Lydia Wagner | 2011-12 · 1.84 PPG | 0.259 | Gustavus Adolphus | MIAC |
| Molly Shelton | 2015-16 · 0.92 PPG | 0.519 | Wisconsin-Superior | WIAC |
| Courtney Moser | 2014-15 · 0.85 PPG | 0.560 | Saint Mary's (MN) | 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.