Assumption
Set Commitment
NCAA Division I Women's
Projected PPG — WCHA-W
0.09
Developing (<0.25)
Base NCAAe-W PPG0.1003
Conf. Strength0.997
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2
NCAA D3W
Projected PPG — Division Avg
0.23
Developing (<0.35)
Base D3e-W PPG0.2433
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2
D1W / D3W Likelihood
8%
NCAA D1W
18%
NCAA D3W
75%
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 |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | — | 16U-AAA-W | 20 | 0 | 2 | 2 | 0.100 | 0.0357 | 0.0357 |
| 2024-25 | Lovell Academy 19U AAA | 19U-AAA-W | 74 | 7 | 10 | 17 | 0.230 | 0.0731 | 0.0746 |
| 2025-26 | Lovell Academy 19U AAA | 19U-AAA-W | 70 | 7 | 19 | 26 | 0.371 | 0.1182 | 0.1174 |
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 |
|---|---|---|---|
| Taylor Flaherty | USHS-MN-W · 2012-13 · 0.76 PPG | 0.000 | North Dakota |
| Allison Roethke | USHS-MN-W · 2012-13 · 0.80 PPG | 0.000 | Quinnipiac |
| Emma Turbyville | NE-Prep-Girls · 2013-14 · 0.39 PPG | 0.040 | St. Cloud State |
| Kenzie Prater | USHS-MN-W · 2012-13 · 0.83 PPG | 0.432 | Quinnipiac |
| Ebba Strandberg | SDHL · 2012-13 · 0.11 PPG | 0.333 | Maine |
Historical Comparables — NCAA D3W
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Paige Dale | 2012-13 · 0.76 PPG | 0.370 | Wisconsin-Eau Claire | WIAC |
| Madisyn Krumholz | 2022-23 · 1.48 PPG | 0.185 | Wisconsin-Eau Claire | WIAC |
| Bella Schmidt | 2022-23 · 1.00 PPG | 0.292 | Suffolk | NEHC |
| Anna Daniels | 2010-11 · 0.32 PPG | 0.870 | Castleton | NEHC |
| Sydney Mintz | 2022-23 · 0.38 PPG | 0.750 | Utica | UCHC |
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.