Canton
Set Commitment
NCAA Division I Women's
Projected PPG — WCHA-W
0.03
Developing (<0.25)
Base NCAAe-W PPG0.0348
Conf. Strength0.997
Year Adj (FR)×0.80
Confidencelow
Seasons Used1
NCAA D3W
Projected PPG — Division Avg
0.12
Developing (<0.35)
Base D3e-W PPG0.1355
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencelow
Seasons Used1
D1W / D3W Likelihood
0%
NCAA D1W
0%
NCAA D3W
100%
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 | OHA Mavericks Prep U18 | U18-AA-W | 1 | 0 | 0 | 0 | 0.000 | N/A | N/A |
| 2023-24 | Notre Dame Hounds | SFMAAAHL-W | 29 | 1 | 3 | 4 | 0.138 | 0.0323 | 0.0348 |
| 2024-25 | OHA Mavericks Tardiff U22 | OWHL-U22 | 1 | 0 | 0 | 0 | 0.000 | N/A | N/A |
| 2025-26 | OHA Mavericks Tardiff U22 | OWHL-U22 | 1 | 0 | 0 | 0 | 0.000 | N/A | N/A |
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 |
|---|---|---|---|
| Lexi Edwards | USHS-MN-W · 2012-13 · 0.24 PPG | 0.323 | Sacred Heart |
| Katie McMillan | USHS-MN-W · 2012-13 · 0.24 PPG | 0.314 | Penn State |
| Lucy Burton | USHS-MN-W · 2012-13 · 0.24 PPG | 0.000 | Yale |
| Morgan McKim | NE-Prep-Girls · 2013-14 · 0.10 PPG | 0.087 | Cornell |
| Katie Huntington | USHS-MN-W · 2012-13 · 0.20 PPG | 0.000 | Quinnipiac |
Historical Comparables — NCAA D3W
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Charlie Calamari | 2011-12 · 0.47 PPG | 0.292 | SUNY Cortland | SUNYAC |
| Macy Blooming | 2022-23 · 0.30 PPG | — | Aurora | NCHA |
| Ella Hornung | 2022-23 · 0.39 PPG | 0.333 | Wisconsin-Superior | WIAC |
| Karin Knapp | 2012-13 · 0.26 PPG | — | Wisconsin-Eau Claire | WIAC |
| Sophie LaColla | 2022-23 · 0.24 PPG | 0.567 | Adrian | 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.