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 |
|---|---|---|---|---|---|---|---|---|---|
| 2023-24 | Stanstead Spartans M16 (W) | JWHL-U19 | 16 | 19 | 8 | 27 | 1.688 | 0.6549 | 0.7065 |
| 2024-25 | Stanstead College Varsity (W) | CAHS-W | 69 | 23 | 23 | 46 | 0.667 | 0.2392 | 0.2472 |
| 2025-26 | Stanstead College Varsity (W) | CAHS-W | 61 | 41 | 59 | 100 | 1.639 | 0.5882 | 0.5845 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2026-27 | Vermont | HEA-W | FR | 0 | 0 | 0 | 0 | 0.000 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Saana Valkama | SMLIIGA-W · 2012-13 · 1.43 PPG | 0.314 | Vermont |
| Nicole Schammel | USHS-MN-W · 2012-13 · 4.16 PPG | 0.611 | Minnesota State |
| Kelly Pannek | USHS-MN-W · 2012-13 · 3.45 PPG | 1.073 | Minnesota |
| Brooke Avery | NE-Prep-Girls · 2012-13 · 2.00 PPG | 0.062 | New Hampshire |
| Jessie Aney | USHS-MN-W · 2013-14 · 4.36 PPG | 0.267 | UConn |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Chloe Kinsel | 2010-11 · 1.40 PPG | 1.067 | Wisconsin-River Falls | NCHA |
| Maddie Evangelous | 2013-14 · 1.68 PPG | 0.885 | Elmira | UCHC |
| Kaitlyn VanTassel | 2015-16 · 2.08 PPG | 0.720 | Bethel | MIAC |
| Celia Midtbo | 2022-23 · 1.73 PPG | 0.840 | Saint Mary's (MN) | MIAC |
| Brionna Stafne | 2016-17 · 1.70 PPG | 0.875 | 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.