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 | Andover High | USHS-MN-W | 30 | 2 | 3 | 5 | 0.167 | 0.0252 | 0.0252 |
| 2022-23 | Andover High | USHS-MN-W | 31 | 3 | 7 | 10 | 0.323 | 0.0487 | 0.0480 |
| 2023-24 | Andover High | USHS-MN-W | 31 | 12 | 16 | 28 | 0.903 | 0.1364 | 0.1287 |
| 2024-25 | Andover High | USHS-MN-W | 31 | 5 | 7 | 12 | 0.387 | 0.0585 | 0.0530 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Wisconsin-Eau Claire | WIAC | FR | 4 | 0 | 2 | 2 | 0.500 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Laura Anderson | USHS-MN-W · 2012-13 · 0.34 PPG | 0.290 | Yale |
| Taylor Heise | USHS-MN-W · 2012-13 · 0.36 PPG | 0.897 | Minnesota |
| Presley Norby | USHS-MN-W · 2012-13 · 0.33 PPG | 0.525 | Wisconsin |
| Sierra Smith | USHS-MN-W · 2012-13 · 0.40 PPG | 0.000 | Minnesota |
| Rose Rather | NE-Prep-Girls · 2012-13 · 0.20 PPG | 0.824 | Holy Cross |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Amanda Smythe | 2024-25 · 1.16 PPG | 0.105 | Wisconsin-River Falls | WIAC |
| Madison McCullough | 2022-23 · 0.32 PPG | — | Wisconsin-Superior | WIAC |
| Kaitlin Roberts | 2023-24 · 0.31 PPG | — | Gustavus Adolphus | MIAC |
| Kellsey Kludt | 2024-25 · 0.68 PPG | 0.200 | St. Olaf | MIAC |
| Anna Jiřina Pavlasová | 2022-23 · 0.40 PPG | 0.320 | Canton | SUNYAC |
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.