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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
0.29
Average (0.25–0.45)
Base NCAAe-W PPG0.3440
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencehigh
Seasons Used1

NCAA D3W

Projected PPG — Division Avg
0.68
Strong (0.65–1.00)
Base D3e-W PPG0.7968
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
Nicole Guagliardo USHS-W · 2013-14 · 2.27 PPG 0.156 Mercyhurst
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
Taylyn Cope 2022-23 · 1.12 PPG 0.440 Concordia 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.