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Kelsey Ross Elite Prospects ↗

Position: Forward DOB: 2003-06-05 Country: USA
NCAA-W Projection
No commitment set

Set Commitment

NCAA Division I Women's

Projected PPG — WCHA-W
0.30
Average (0.25–0.45)
Base NCAAe-W PPG0.3449
Conf. Strength0.997
Year Adj (FR)×0.80
Confidencehigh
Seasons Used1

NCAA D3W

Projected PPG — Division Avg
0.68
Strong (0.65–1.00)
Base D3e-W PPG0.7988
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencehigh
Seasons Used1

D1W / D3W Likelihood

0%
NCAA D1W
0%
NCAA D3W
100%
Club / Other

Based on 1 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
2018-19 NAHA Red 16U JWHL-U16 23 8 11 19 0.826 0.1860 0.1860
2019-20 NAHA White 19U AAA JWHL-U19 16 2 4 6 0.375 0.1455 0.1455
NCAAe-W = points/game translated to NCAA-W equivalent  ·  COVID-flagged seasons in yellow

College Seasons

SeasonSchoolConferenceYear GPGAPtsPPG
2024-25 St. Norbert NCHA SR 31 9 24 33 1.065
2023-24 St. Norbert NCHA JR 26 9 12 21 0.808
2022-23 St. Norbert NCHA SO 24 14 14 28 1.167
2021-22 St. Norbert NCHA FR 26 7 11 18 0.692

Historical Comparables — NCAA D1W

PlayerLeague · Season · PPG FR College PPGSchool
Kiki Radke USHS-MN-W · 2013-14 · 1.24 PPG 0.273 Bemidji State
Mac Johnson USHS-MN-W · 2013-14 · 1.22 PPG 0.125 St. Cloud State
Joie Phelps USHS-MN-W · 2013-14 · 1.26 PPG 0.182 Cornell
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

Historical Comparables — NCAA D3W

PlayerJunior Season · PPG FR College PPGSchoolConference
Gracyn Knowles 2024-25 · 0.92 PPG 0.548 Wisconsin-River Falls WIAC
Avery Engbrecht 2023-24 · 1.27 PPG 0.370 Wisconsin-Stevens Point WIAC
Emma Bradbury 2021-22 · 0.58 PPG 0.840 Elmira UCHC
Cheyenne Abear 2015-16 · 0.56 PPG 0.875 Hamline MIAC
Samantha Moore 2010-11 · 2.20 PPG 0.222 Lindenwood WCHA-W

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.