Harvard
Set Commitment
NCAA Division I Women's
Projected PPG — ECAC-W
0.05
Developing (<0.25)
Base NCAAe-W PPG0.0529
Conf. Strength1.010
Year Adj (FR)×0.80
Confidencemedium
Seasons Used2
NCAA D3W
Projected PPG — Division Avg
0.18
Developing (<0.35)
Base D3e-W PPG0.1915
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencemedium
Seasons Used2
D1W / D3W Likelihood
5%
NCAA D1W
15%
NCAA D3W
80%
Club / Other
Based on 40 comparable players
Career Trajectory
Dashed = raw PPG · ■ Solid = age-adjusted NCAAe-W PPG · ■ Green = actual college PPG
Pre-College Seasons
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 | Barrie Sharks | OWHL-U22 | 7 | 0 | 0 | 0 | 0.000 | N/A | N/A |
| 2024-25 | Barrie Sharks | OWHL-U22 | 39 | 2 | 3 | 5 | 0.128 | 0.0448 | 0.0448 |
| 2025-26 | Barrie Sharks | OWHL-U22 | 36 | 0 | 6 | 6 | 0.167 | 0.0583 | 0.0583 |
NCAAe-W = points/game translated to NCAA-W equivalent · COVID-flagged seasons in yellow
Historical Comparables — NCAA D1W
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Lauren Niska | USHS-MN-W · 2012-13 · 0.36 PPG | 0.000 | Minnesota Duluth |
| Abby Ecker | USHS-MN-W · 2012-13 · 0.42 PPG | 0.000 | Bemidji State |
| Kate Glover | USHS-MN-W · 2012-13 · 0.35 PPG | 0.167 | Harvard |
| Jordan Jackson | USHS-MN-W · 2012-13 · 0.44 PPG | 0.130 | Minnesota State |
| Tristen Truax | USHS-MN-W · 2012-13 · 0.46 PPG | 0.167 | Minnesota State |
Historical Comparables — NCAA D3W
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Aubree McDonagh | 2023-24 · 0.59 PPG | 0.360 | St. Catherine | MIAC |
| Audrey McClurg | 2024-25 · 0.52 PPG | — | Concordia | MIAC |
| Bea Palmer | 2024-25 · 0.83 PPG | 0.250 | Bowdoin | NESCAC |
| Eva Nelson | 2023-24 · 0.52 PPG | 0.393 | Gustavus Adolphus | MIAC |
| Autumn Burt | 2023-24 · 0.50 PPG | — | St. Catherine | 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.