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 |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Okanagan HA U18 Prep Bl | CSSHL-U18W | 27 | 2 | 2 | 4 | 0.148 | 0.0339 | 0.0339 |
| 2022-23 | Okanagan HA U18 Prep Bl | CSSHL-U18W | 29 | 2 | 2 | 4 | 0.138 | 0.0316 | 0.0316 |
| 2023-24 | Okanagan HA U18 Prep Bl | CSSHL-U18W | 27 | 2 | 4 | 6 | 0.222 | 0.0509 | 0.0509 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | St. Michael's College | NEWHA | FR | 26 | 0 | 1 | 1 | 0.038 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Presley Norby | USHS-MN-W · 2012-13 · 0.33 PPG | 0.525 | Wisconsin |
| Laura Anderson | USHS-MN-W · 2012-13 · 0.34 PPG | 0.290 | Yale |
| Carly Lang | USHS-W · 2012-13 · 0.58 PPG | 0.000 | Clarkson |
| Taylor Heise | USHS-MN-W · 2012-13 · 0.36 PPG | 0.897 | Minnesota |
| Sierra Smith | USHS-MN-W · 2012-13 · 0.40 PPG | 0.000 | Minnesota |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Ava Johansson | 2022-23 · 1.23 PPG | 0.130 | Wisconsin-Eau Claire | WIAC |
| Lauren Riccobelli | 2024-25 · 0.52 PPG | 0.320 | SUNY Oswego | SUNYAC |
| Lily Anderson | 2022-23 · 0.43 PPG | 0.385 | Endicott | NEHC |
| Lauren Hornstein | 2024-25 · 0.40 PPG | — | Hamline | MIAC |
| Nora McConnell | 2023-24 · 0.39 PPG | 0.385 | St. Olaf | 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.