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 |
|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Lakeville North High | USHS-MN-W | 11 | 1 | 2 | 3 | 0.273 | 0.0412 | 0.0412 |
| 2014-15 | Lakeville North High | USHS-MN-W | 25 | 1 | 7 | 8 | 0.320 | 0.0483 | 0.0483 |
| 2015-16 | Lakeville North High | USHS-MN-W | 25 | 11 | 8 | 19 | 0.760 | 0.1148 | 0.1148 |
| 2016-17 | Lakeville North High | USHS-MN-W | 25 | 15 | 12 | 27 | 1.080 | 0.1631 | 0.1631 |
| 2017-18 | Lakeville North High | USHS-MN-W | 24 | 10 | 20 | 30 | 1.250 | 0.1888 | 0.1888 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2021-22 | Wisconsin-River Falls | WIAC | SR | 26 | 5 | 19 | 24 | 0.923 |
| 2020-21 | Wisconsin-River Falls | WIAC | JR | 12 | 2 | 2 | 4 | 0.333 |
| 2019-20 | Wisconsin-River Falls | WIAC | SO | 28 | 2 | 5 | 7 | 0.250 |
| 2018-19 | Wisconsin-River Falls | WIAC | FR | 25 | 4 | 12 | 16 | 0.640 |
| 2008-09 | Minnesota Duluth | WCHA-W | SR | 34 | 1 | 3 | 4 | 0.118 |
| 2007-08 | Minnesota Duluth | WCHA-W | JR | 39 | 1 | 2 | 3 | 0.077 |
| 2006-07 | Minnesota Duluth | WCHA-W | SO | 39 | 0 | 0 | 0 | 0.000 |
| 2005-06 | Minnesota Duluth | WCHA-W | FR | 17 | 1 | 0 | 1 | 0.059 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Kiki Radke | USHS-MN-W · 2013-14 · 1.24 PPG | 0.273 | Bemidji State |
| Joie Phelps | USHS-MN-W · 2013-14 · 1.26 PPG | 0.182 | Cornell |
| Nicole Guagliardo | USHS-W · 2013-14 · 2.27 PPG | 0.156 | Mercyhurst |
| Mac Johnson | USHS-MN-W · 2013-14 · 1.22 PPG | 0.125 | St. Cloud State |
| Natalie Snodgrass | USHS-MN-W · 2012-13 · 1.20 PPG | 1.000 | UConn |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Kylie Scott | 2022-23 · 1.04 PPG | 0.440 | Gustavus Adolphus | MIAC |
| Avery Engbrecht | 2023-24 · 1.27 PPG | 0.370 | Wisconsin-Stevens Point | WIAC |
| Sophia Zebro | 2016-17 · 1.32 PPG | 0.346 | Saint Mary's | MIAC |
| Olivia Martin | 2024-25 · 0.92 PPG | 0.500 | Bethel | MIAC |
| Lauren Kolak | 2010-11 · 1.08 PPG | 0.423 | Bethel | 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.