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Samantha Estes Elite Prospects ↗

Position: Forward DOB: 1996-03-17 Country: USA
NCAA-W Projection
No commitment set

Set Commitment

NCAA Division I Women's

Projected PPG — WCHA-W
0.11
Developing (<0.25)
Base NCAAe-W PPG0.1332
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2

NCAA D3W

Projected PPG — Division Avg
0.26
Developing (<0.35)
Base D3e-W PPG0.3060
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).

SeasonTeamLeagueGP GAPtsPPG NCAAe-W PPGAge-Adjusted
2012-13 Haverford High USHS-W 16 5 3 8 0.500 0.0413 0.0399
2013-14 Haverford High USHS-W 14 2 3 5 0.357 0.0295 0.0269
NCAAe-W = points/game translated to NCAA-W equivalent  ·  COVID-flagged seasons in yellow

College Seasons

SeasonSchoolConferenceYear GPGAPtsPPG
2016-17 Connecticut College NESCAC FR 26 7 3 10 0.385

Historical Comparables — NCAA D1W

PlayerLeague · Season · PPG FR College PPGSchool
Megan Berg USHS-MN-W · 2012-13 · 0.18 PPG 0.000 Minnesota
Bailey Knight USHS-W · 2012-13 · 0.29 PPG 0.000 Syracuse
Olivia Arkell USHS-MN-W · 2012-13 · 0.16 PPG 0.000 Minnesota
Katie Huntington USHS-MN-W · 2012-13 · 0.20 PPG 0.000 Quinnipiac
Mallory Rushton NE-Prep-Girls · 2012-13 · 0.07 PPG 0.125 RIT

Historical Comparables — NCAA D3W

PlayerJunior Season · PPG FR College PPGSchoolConference
Kingston Golding 2024-25 · 0.19 PPG — Post NE10
Greta Culshaw Klein 2024-25 · 0.32 PPG 0.240 St. Scholastica NCHA
Piper Miller 2023-24 · 0.34 PPG 0.231 Marian NCHA
Ava Anick 2022-23 · 0.52 PPG 0.143 St. Norbert NCHA
Addison Mach 2022-23 · 0.19 PPG — Curry NEHC

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.