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 |
|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Hutchinson High | USHS-MN-W | 25 | 12 | 12 | 24 | 0.960 | 0.1450 | 0.1450 |
| 2015-16 | Hutchinson High | USHS-MN-W | 25 | 4 | 13 | 17 | 0.680 | 0.1027 | 0.1027 |
| 2016-17 | Hutchinson High | USHS-MN-W | 24 | 18 | 14 | 32 | 1.333 | 0.2013 | 0.2013 |
| 2017-18 | Hutchinson High | USHS-MN-W | 25 | 21 | 22 | 43 | 1.720 | 0.2597 | 0.2597 |
| 2018-19 | Hutchinson High | USHS-MN-W | 24 | 20 | 19 | 39 | 1.625 | 0.2454 | 0.2454 |
| 2019-20 | Hutchinson High | USHS-MN-W | 25 | 23 | 23 | 46 | 1.840 | 0.2778 | 0.2778 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2023-24 | Wisconsin-River Falls | WIAC | SR | 31 | 15 | 31 | 46 | 1.484 |
| 2022-23 | Wisconsin-River Falls | WIAC | JR | 29 | 13 | 29 | 42 | 1.448 |
| 2021-22 | Wisconsin-River Falls | WIAC | SO | 27 | 17 | 19 | 36 | 1.333 |
| 2020-21 | Wisconsin-River Falls | WIAC | FR | 12 | 5 | 12 | 17 | 1.417 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Sophia Kunin | USHS-MN-W · 2013-14 · 1.62 PPG | 0.425 | Wisconsin |
| Taylor Williamson | USHS-MN-W · 2012-13 · 1.64 PPG | 0.395 | Minnesota |
| Emily Gunderson | USHS-MN-W · 2013-14 · 1.64 PPG | 0.171 | Lindenwood |
| Andrea Renner | USHS-W · 2012-13 · 2.93 PPG | 0.167 | Northeastern |
| Brooke Madsen | USHS-MN-W · 2012-13 · 1.60 PPG | 0.600 | Penn State |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Emily Heid | 2013-14 · 1.00 PPG | 0.593 | Wisconsin-Superior | WIAC |
| Abigail Chamernick | 2022-23 · 1.17 PPG | 0.500 | Hamline | MIAC |
| Grace Karakas | 2023-24 · 1.38 PPG | 0.417 | SUNY Cortland | SUNYAC |
| Madi Nolan | 2012-13 · 0.72 PPG | 0.826 | Wisconsin-River Falls | WIAC |
| Brigette Miller | 2011-12 · 1.25 PPG | 0.476 | Saint Benedict | 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.