Franklin Pierce
Set Commitment
NCAA Division I Women's
Projected PPG — WCHA-W
0.17
Developing (<0.25)
Base NCAAe-W PPG0.1926
Conf. Strength0.997
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2
NCAA D3W
Projected PPG — Division Avg
0.39
Average (0.35–0.65)
Base D3e-W PPG0.4601
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2
D1W / D3W Likelihood
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 |
|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Red Wing High (W) | USHS-MN-W | 25 | 27 | 46 | 73 | 2.920 | 0.4409 | 0.4409 |
| 2013-14 | Red Wing High (W) | USHS-MN-W | 25 | 20 | 50 | 70 | 2.800 | 0.4228 | 0.4228 |
| 2014-15 | Red Wing High (W) | USHS-MN-W | 25 | 42 | 46 | 88 | 3.520 | 0.5315 | 0.5315 |
| 2023-24 | — | 16U-AAA-W | 7 | 0 | 0 | 0 | 0.000 | N/A | N/A |
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 |
|---|---|---|---|---|---|---|---|---|
| 2018-19 | Minnesota Duluth | WCHA-W | JR | 33 | 0 | 0 | 0 | 0.000 |
| 2017-18 | Minnesota Duluth | WCHA-W | SO | 34 | 0 | 1 | 1 | 0.029 |
| 2015-16 | Minnesota Duluth | WCHA-W | FR | 37 | 2 | 2 | 4 | 0.108 |
Historical Comparables — NCAA D1W
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Kelly Pannek | USHS-MN-W · 2012-13 · 3.45 PPG | 1.073 | Minnesota |
| Nicole Schammel | USHS-MN-W · 2013-14 · 3.44 PPG | 0.611 | Minnesota State |
| Saana Valkama | SMLIIGA-W · 2012-13 · 1.43 PPG | 0.314 | Vermont |
| Emma Nuutinen | SMLIIGA-W · 2012-13 · 1.25 PPG | 0.559 | North Dakota |
| Jessie Aney | USHS-MN-W · 2012-13 · 3.17 PPG | 0.267 | UConn |
Historical Comparables — NCAA D3W
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Sophie Rausch | 2014-15 · 0.96 PPG | 1.346 | Hamline | MIAC |
| Erica Power | 2011-12 · 1.24 PPG | 1.038 | Gustavus Adolphus | MIAC |
| Sydney Simone | 2014-15 · 1.20 PPG | 1.071 | Lake Forest | NCHA |
| Amy Budde | 2014-15 · 1.40 PPG | 0.923 | Lake Forest | NCHA |
| Jessica VonRuden | 2015-16 · 1.92 PPG | 0.667 | 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.