Princeton
Set Commitment
NCAA Division I Women's
Projected PPG — ECAC-W
0.18
Developing (<0.25)
Base NCAAe-W PPG0.1887
Conf. Strength0.916
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2
NCAA D3W
Projected PPG — Division Avg
0.58
Average (0.35–0.65)
Base D3e-W PPG0.6819
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2
D1W / D3W Likelihood
32%
NCAA D1W
12%
NCAA D3W
55%
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 | — | OWHL-U22 | 7 | 2 | 0 | 2 | 0.286 | 0.1001 | 0.1086 |
| 2024-25 | Mississauga Hurricanes U22 | OWHL-U22 | 32 | 5 | 7 | 12 | 0.375 | 0.1313 | 0.1352 |
| 2025-26 | Mississauga Hurricanes U22 | OWHL-U22 | 42 | 9 | 18 | 27 | 0.643 | 0.2251 | 0.2243 |
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 |
|---|---|---|---|
| Danielle Marmer | 19U-AAA-W · 2012-13 · 0.70 PPG | 0.108 | Quinnipiac |
| Aly Tremblay | USHS-W · 2012-13 · 2.61 PPG | 0.030 | RPI |
| Jacqueline Kaasa | USHS-MN-W · 2013-14 · 1.46 PPG | 0.143 | Bemidji State |
| Lindsay Roethke | USHS-MN-W · 2013-14 · 1.52 PPG | 0.027 | UConn |
| Sydney Brodt | USHS-MN-W · 2013-14 · 1.54 PPG | 0.600 | Minnesota Duluth |
Historical Comparables — NCAA D3W
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Emily Olsthoorn | 2024-25 · 1.00 PPG | 0.818 | Colby | NESCAC |
| Rose Aldridge | 2022-23 · 2.08 PPG | — | Gustavus Adolphus | MIAC |
| Priscilla Orr | 2014-15 · 2.07 PPG | — | Lebanon Valley | UCHC |
| Ella Hansen | 2022-23 · 1.69 PPG | 0.500 | Wisconsin-Eau Claire | WIAC |
| Kaiya Sandy | 2023-24 · 1.50 PPG | 0.571 | 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.