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 |
|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Warroad High (W) | USHS-MN-W | 25 | 30 | 31 | 61 | 2.440 | 0.3684 | 0.3667 |
| 2011-12 | Warroad High (W) | USHS-MN-W | 25 | 44 | 34 | 78 | 3.120 | 0.4711 | 0.4485 |
| 2012-13 | Warroad High (W) | USHS-MN-W | 25 | 33 | 39 | 72 | 2.880 | 0.4349 | 0.3981 |
| 2018-19 | Brynäs IF | SDHL | 24 | 2 | 5 | 7 | 0.292 | 0.3411 | 0.3236 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2016-17 | North Dakota | — | SO | 38 | 6 | 9 | 15 | 0.395 |
| 2015-16 | North Dakota | — | FR | 35 | 1 | 2 | 3 | 0.086 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Taylor Williamson | USHS-MN-W · 2013-14 · 2.14 PPG | 0.395 | Minnesota |
| Haley Mack | USHS-MN-W · 2012-13 · 2.16 PPG | 0.371 | Bemidji State |
| Emily Bergland | USHS-MN-W · 2012-13 · 2.16 PPG | 0.114 | Bemidji State |
| Corbin Boyd | USHS-MN-W · 2012-13 · 2.16 PPG | 0.269 | Minnesota State |
| Brittany Wheeler | USHS-MN-W · 2013-14 · 2.16 PPG | 0.111 | Yale |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Shannon Stewart | 2015-16 · 0.74 PPG | 0.833 | SUNY Plattsburgh | SUNYAC |
| Madie Leidt | 2025-26 · 0.63 PPG | 0.964 | Middlebury | NESCAC |
| Samantha Young | 2013-14 · 1.35 PPG | 0.455 | Wisconsin-River Falls | WIAC |
| Kelsey Rafferty | 2011-12 · 0.90 PPG | 0.680 | Hamline | MIAC |
| Taylor Holm | 2021-22 · 0.61 PPG | 1.000 | Post | CHA-W |
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.