Hamline
Set Commitment
NCAA Division I Women's
Projected PPG — WCHA-W
0.13
Developing (<0.25)
Base NCAAe-W PPG0.1480
Conf. Strength0.997
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2
NCAA D3W
Projected PPG — Division Avg
0.31
Developing (<0.35)
Base D3e-W PPG0.3587
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2
D1W / D3W Likelihood
2%
NCAA D1W
18%
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 |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Farmington High MN (women) | USHS-MN-W | 26 | 2 | 0 | 2 | 0.077 | 0.0116 | 0.0130 |
| 2022-23 | Farmington High MN (women) | USHS-MN-W | 26 | 6 | 9 | 15 | 0.577 | 0.0871 | 0.0934 |
| 2023-24 | Woodbury High (women) | USHS-MN-W | 27 | 9 | 20 | 29 | 1.074 | 0.1622 | 0.1671 |
| 2024-25 | Woodbury High (women) | USHS-MN-W | 27 | 14 | 18 | 32 | 1.185 | 0.1790 | 0.1775 |
| 2025-26 | Woodbury High (women) | USHS-MN-W | 28 | 8 | 17 | 25 | 0.893 | 0.1348 | 0.1284 |
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 |
|---|---|---|---|
| Amanda Bäckebo | SDHL · 2012-13 · 0.11 PPG | 0.056 | Syracuse |
| Holly Dietzler | USHS-MN-W · 2012-13 · 0.84 PPG | 0.108 | Lindenwood |
| Jessica Bonfe | USHS-MN-W · 2012-13 · 0.84 PPG | 0.206 | Merrimack |
| Kylie Hanley | USHS-MN-W · 2012-13 · 0.84 PPG | 0.143 | Minnesota Duluth |
| Danielle Marmer | NE-Prep-Girls · 2012-13 · 0.39 PPG | 0.000 | Quinnipiac |
Historical Comparables — NCAA D3W
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Delaney Howard | 2024-25 · 0.55 PPG | 0.565 | Wilkes | MAC |
| Rachel Azuma | 2014-15 · 1.40 PPG | 0.231 | Wisconsin-Eau Claire | WIAC |
| Brooklyn Riley | 2024-25 · 0.37 PPG | 0.806 | Wisconsin-River Falls | WIAC |
| Abby Skelly | 2024-25 · 0.93 PPG | 0.360 | Wisconsin-Stevens Point | WIAC |
| Brooke Klemz | 2022-23 · 1.11 PPG | 0.280 | Hamline | 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.