RPI
Set Commitment
NCAA Division I Women's
Projected PPG — ECAC Hockey
0.13
Developing (<0.25)
Base NCAAe-W PPG0.1389
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencemedium
Seasons Used2
NCAA D3W
Projected PPG — Division Avg
0.47
Average (0.35–0.65)
Base D3e-W PPG0.5030
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencemedium
Seasons Used2
D1W / D3W Likelihood
12%
NCAA D1W
2%
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 | Oakville Jr. Hornets | OWHL-U22 | 43 | 9 | 7 | 16 | 0.372 | 0.1301 | 0.1346 |
| 2024-25 | Oakville Jr. Hornets | OWHL-U22 | 41 | 7 | 10 | 17 | 0.415 | 0.1449 | 0.1418 |
NCAAe-W = points/game translated to NCAA-W equivalent · COVID-flagged seasons in yellow
College Seasons
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2026-27 | RPI | ECAC | FR | 0 | 0 | 0 | 0 | 0.000 |
Historical Comparables — NCAA D1W
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Izzy Bagi | 19U-AAA-W · 2012-13 · 0.45 PPG | 0.556 | Holy Cross |
| Ebba Strandberg | SDHL · 2012-13 · 0.11 PPG | 0.333 | Maine |
| Mekenzie Steffen | USHS-MN-W · 2012-13 · 1.04 PPG | 0.350 | Wisconsin |
| Kenzie Prater | USHS-MN-W · 2012-13 · 0.83 PPG | 0.432 | Quinnipiac |
| Emma Turbyville | NE-Prep-Girls · 2013-14 · 0.39 PPG | 0.040 | St. Cloud State |
Historical Comparables — NCAA D3W
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Avery Engbrecht | 2022-23 · 1.44 PPG | 0.370 | Wisconsin-Stevens Point | WIAC |
| Sophie Martin | 2023-24 · 0.77 PPG | 0.667 | Bethel | MIAC |
| Ella Konrad | 2024-25 · 0.74 PPG | 0.700 | Nazareth | UCHC |
| Mollie Koch | 2023-24 · 1.36 PPG | — | Saint Mary's | MIAC |
| McKenzie Keller | 2022-23 · 2.21 PPG | 0.238 | Wisconsin-Eau Claire | WIAC |
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.