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 |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Buffalo High | USHS-MN-W | 25 | 0 | 5 | 5 | 0.200 | 0.0302 | 0.0302 |
| 2017-18 | Buffalo High | USHS-MN-W | 25 | 2 | 10 | 12 | 0.480 | 0.0725 | 0.0725 |
| 2018-19 | Buffalo High | USHS-MN-W | 25 | 7 | 21 | 28 | 1.120 | 0.1691 | 0.1691 |
| 2019-20 | Buffalo High | USHS-MN-W | 25 | 4 | 16 | 20 | 0.800 | 0.1208 | 0.1208 |
| 2020-21 | Buffalo High | USHS-MN-W | 19 | 6 | 10 | 16 | 0.842 | 0.1272 | 0.1272 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2024-25 | Wisconsin-River Falls | WIAC | SR | 25 | 3 | 15 | 18 | 0.720 |
| 2023-24 | Wisconsin-River Falls | WIAC | JR | 30 | 4 | 8 | 12 | 0.400 |
| 2022-23 | Wisconsin-River Falls | WIAC | SO | 28 | 0 | 13 | 13 | 0.464 |
| 2021-22 | Wisconsin-River Falls | WIAC | FR | 28 | 4 | 8 | 12 | 0.429 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Kate Hallett | USHS-MN-W · 2012-13 · 1.08 PPG | 0.100 | Harvard |
| Katie Robinson | USHS-MN-W · 2012-13 · 1.08 PPG | 0.129 | Minnesota |
| Lauren Boyle | USHS-MN-W · 2013-14 · 1.08 PPG | 0.486 | Ohio State |
| Grace Bizal | USHS-MN-W · 2012-13 · 1.16 PPG | 0.268 | Boston College |
| Mekenzie Steffen | USHS-MN-W · 2012-13 · 1.04 PPG | 0.350 | Wisconsin |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Malia Mckinnon | 2022-23 · 1.19 PPG | 0.346 | Bethel | MIAC |
| Sophie Smith | 2024-25 · 1.04 PPG | 0.393 | Lake Forest | NCHA |
| Greer Hardacre | 2023-24 · 1.48 PPG | 0.286 | Saint Benedict | MIAC |
| JennaRae Bateman | 2021-22 · 0.92 PPG | 0.444 | Worcester State | MASCAC |
| Diana Draayer | 2011-12 · 0.76 PPG | 0.538 | Gustavus Adolphus | 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.