Canton
Set Commitment
NCAA Division I Women's
Projected PPG — WCHA-W
0.07
Developing (<0.25)
Base NCAAe-W PPG0.0773
Conf. Strength0.997
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2
NCAA D3W
Projected PPG — Division Avg
0.24
Developing (<0.35)
Base D3e-W PPG0.2791
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2
D1W / D3W Likelihood
5%
NCAA D1W
10%
NCAA D3W
85%
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 | Nepean Wildcats | OWHL-U22 | 43 | 9 | 2 | 11 | 0.256 | 0.0896 | 0.0896 |
| 2024-25 | Nepean Wildcats | OWHL-U22 | 37 | 1 | 3 | 4 | 0.108 | 0.0379 | 0.0379 |
| 2025-26 | Ottawa Senators U22 | OWHL-U22 | 44 | 4 | 9 | 13 | 0.295 | 0.1035 | 0.1035 |
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 |
|---|---|---|---|
| Kippin Keller | USHS-MN-W · 2012-13 · 0.68 PPG | 0.056 | Minnesota |
| Mac Johnson | USHS-MN-W · 2012-13 · 0.64 PPG | 0.125 | St. Cloud State |
| Abby Halluska | USHS-MN-W · 2012-13 · 0.64 PPG | 0.314 | Bemidji State |
| Rebecca Freiburger | USHS-MN-W · 2012-13 · 0.64 PPG | 0.278 | Ohio State |
| Sophia Kunin | USHS-MN-W · 2012-13 · 0.64 PPG | 0.425 | Wisconsin |
Historical Comparables — NCAA D3W
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Cara Cook | 2022-23 · 1.12 PPG | 0.333 | Aurora | NCHA |
| Amber Meluzio | 2024-25 · 0.79 PPG | 0.464 | Elmira | UCHC |
| Shelby Evans | 2024-25 · 0.89 PPG | — | St. Scholastica | NCHA |
| Kayla Vrieze | 2015-16 · 0.72 PPG | 0.519 | Gustavus Adolphus | MIAC |
| Morgan Sauvageau | 2018-19 · 0.72 PPG | 0.520 | Concordia | 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.