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Kelly Harty Elite Prospects ↗

Position: Forward DOB: Unknown Country: USA
NCAA-W Projection
No commitment set

Set Commitment

NCAA Division I Women's

Projected PPG — WCHA-W
0.32
Average (0.25–0.45)
Base NCAAe-W PPG0.3765
Conf. Strength0.997
Year Adj (FR)×0.80
Confidencehigh
Seasons Used1

NCAA D3W

Projected PPG — Division Avg
0.72
Strong (0.65–1.00)
Base D3e-W PPG0.8462
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencehigh
Seasons Used1

D1W / D3W Likelihood

2%
NCAA D1W
0%
NCAA D3W
98%
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).

SeasonTeamLeagueGP GAPtsPPG NCAAe-W PPGAge-Adjusted
2019-20 Governor's NE-Prep-Girls 23 3 1 4 0.170 0.0552 0.0552
NCAAe-W = points/game translated to NCAA-W equivalent  ·  COVID-flagged seasons in yellow

College Seasons

SeasonSchoolConferenceYear GPGAPtsPPG
2025-26 New Hampshire HEA-W SR 35 17 6 23 0.657
2024-25 New Hampshire HEA-W JR 35 1 6 7 0.200
2023-24 New Hampshire HEA-W SO 29 1 0 1 0.035
2022-23 New Hampshire HEA-W FR 26 1 3 4 0.154

Historical Comparables — NCAA D1W

PlayerLeague · Season · PPG FR College PPGSchool
Taylor Heise USHS-MN-W · 2012-13 · 0.36 PPG 0.897 Minnesota
Laura Anderson USHS-MN-W · 2012-13 · 0.34 PPG 0.290 Yale
Presley Norby USHS-MN-W · 2012-13 · 0.33 PPG 0.525 Wisconsin
Sierra Smith USHS-MN-W · 2012-13 · 0.40 PPG 0.000 Minnesota
Rose Rather NE-Prep-Girls · 2012-13 · 0.20 PPG 0.824 Holy Cross

Historical Comparables — NCAA D3W

PlayerJunior Season · PPG FR College PPGSchoolConference
Karin Knapp 2015-16 · 0.29 PPG Wisconsin-Eau Claire WIAC
Sophie Johnson 2023-24 · 0.77 PPG 0.143 St. Scholastica NCHA
Amanda Smythe 2024-25 · 1.16 PPG 0.105 Wisconsin-River Falls WIAC
Natalie Heutmaker 2024-25 · 0.42 PPG 0.280 Norwich LittleEast
Kaitlin Roberts 2023-24 · 0.31 PPG Gustavus Adolphus 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.