Post
Set Commitment
NCAA Division I Women's
Projected PPG — WCHA-W
0.10
Developing (<0.25)
Base NCAAe-W PPG0.1211
Conf. Strength0.997
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2
NCAA D3W
Projected PPG — Division Avg
0.27
Developing (<0.35)
Base D3e-W PPG0.3134
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2
D1W / D3W Likelihood
8%
NCAA D1W
5%
NCAA D3W
88%
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 |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | — | CAHS-W | 50 | 2 | 4 | 6 | 0.120 | 0.0431 | 0.0431 |
| 2021-22 | Ontario Hockey Acad Juniors | OWHL-U22 | 21 | 1 | 2 | 3 | 0.143 | 0.0500 | 0.0541 |
| 2023-24 | Notre Dame Hounds | SFMAAAHL-W | 20 | 0 | 3 | 3 | 0.150 | 0.0351 | 0.0334 |
| 2024-25 | Crystal Beach Academy U19 (W) | 19U-AAA-W | 30 | 11 | 7 | 18 | 0.600 | 0.1910 | 0.1795 |
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 |
|---|---|---|---|
| Natalie Snodgrass | USHS-MN-W · 2012-13 · 1.20 PPG | 1.000 | UConn |
| Kaylee Druk | USHS-MN-W · 2012-13 · 1.20 PPG | 0.000 | Syracuse |
| Tianna Gunderson | USHS-MN-W · 2013-14 · 1.20 PPG | 0.069 | Minnesota |
| Presley Norby | USHS-MN-W · 2013-14 · 1.20 PPG | 0.525 | Wisconsin |
| Mac Johnson | USHS-MN-W · 2013-14 · 1.22 PPG | 0.125 | St. Cloud State |
Historical Comparables — NCAA D3W
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| McKenna Sandberg | 2021-22 · 1.56 PPG | 0.280 | Wisconsin-Eau Claire | WIAC |
| Natalie Simons | 2011-12 · 0.76 PPG | 0.571 | Bethel | MIAC |
| Riley Schneider | 2013-14 · 1.00 PPG | 0.435 | Saint Benedict | MIAC |
| Delaney Calabrese | 2014-15 · 1.09 PPG | — | Saint Mary's | MIAC |
| Maggie Hunter | 2021-22 · 0.47 PPG | 0.931 | Norwich | LittleEast |
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.