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 |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Kiekko-Espoo | SMLIIGA-W | 0 | 0 | 0 | 0 | 0.000 | N/A | N/A |
| 2020-21 | Kiekko-Espoo | SMLIIGA-W | 8 | 0 | 0 | 0 | 0.000 | N/A | N/A |
| 2021-22 | Kiekko-Espoo | SMLIIGA-W | 13 | 7 | 3 | 10 | 0.769 | 0.2991 | 0.2991 |
| 2022-23 | Kiekko-Espoo | SMLIIGA-W | 30 | 3 | 12 | 15 | 0.500 | 0.1945 | 0.1945 |
| 2023-24 | Kiekko-Espoo | SMLIIGA-W | 29 | 12 | 16 | 28 | 0.966 | 0.3755 | 0.3755 |
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Sacred Heart | NEWHA | FR | 32 | 2 | 3 | 5 | 0.156 |
| 2024-25 | Bemidji State | CHA-W | FR | 2 | 0 | 0 | 0 | 0.000 |
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Briana Mastel | NE-Prep-Girls · 2012-13 · 1.04 PPG | 0.258 | Harvard |
| Anna Kilponen | SMLIIGA-W · 2012-13 · 0.79 PPG | 0.257 | North Dakota |
| Anna Wright | NE-Prep-Girls · 2012-13 · 0.86 PPG | 0.000 | Maine |
| Taylor Marchin | NE-Prep-Girls · 2012-13 · 0.77 PPG | 0.207 | Yale |
| Erin O'Connor | USHS-W · 2012-13 · 2.85 PPG | 0.758 | Cornell |
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Nikki Sharp | 2021-22 · 1.45 PPG | 0.577 | Nazareth | UCHC |
| Alyssa Heim | 2015-16 · 2.10 PPG | — | Wisconsin-Eau Claire | WIAC |
| Kalle Reed | 2021-22 · 1.67 PPG | 0.500 | Gustavus Adolphus | MIAC |
| Callen Naasz | 2011-12 · 1.40 PPG | 0.600 | Augsburg | MIAC |
| Morgan Bolin | 2012-13 · 1.50 PPG | 0.560 | Marian | NCHA |
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.