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Kate Flug Elite Prospects ↗

Position: Forward DOB: 1995-02-15 Country: USA

NCAA-W Projection

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NCAA Division I Women's

Projected PPG — WCHA-W

0.16

Developing (<0.25)

Base NCAAe-W PPG0.1812

Conf. Strength0.997

Year Adj (FR)×0.80

Confidencehigh

Seasons Used2

NCAA D3W

Projected PPG — Division Avg

0.36

Average (0.35–0.65)

Base D3e-W PPG0.4256

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
2010-11	Roseville High	USHS-MN-W	25	33	14	47	1.880	0.2839	0.2862
2011-12	Roseville High	USHS-MN-W	20	36	20	56	2.800	0.4228	0.4078
2012-13	Roseville High	USHS-MN-W	25	28	24	52	2.080	0.3141	0.2915

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
2014-15	Minnesota	WCHA-W	SO	10	0	1	1	0.100
2013-14	Minnesota	WCHA-W	FR	35	2	3	5	0.143

Historical Comparables — NCAA D1W

Player	League · Season · PPG	FR College PPG	School
Lindsay Roethke	USHS-MN-W · 2012-13 · 1.96 PPG	0.027	UConn
Liz Schepers	USHS-MN-W · 2013-14 · 1.84 PPG	0.410	Ohio State
Emily Bergland	USHS-MN-W · 2013-14 · 2.04 PPG	0.114	Bemidji State
Catherine Skaja	USHS-MN-W · 2012-13 · 2.08 PPG	0.342	Minnesota
Rebekah Kolstad	USHS-MN-W · 2012-13 · 2.09 PPG	0.057	North Dakota

Historical Comparables — NCAA D3W

Player	Junior Season · PPG	FR College PPG	School	Conference
Madison Kadrlik	2022-23 · 1.08 PPG	0.643	Wisconsin-River Falls	WIAC
Kaiya Sandy	2024-25 · 1.27 PPG	0.571	Hamline	MIAC
Sophie Martin	2024-25 · 1.12 PPG	0.667	Bethel	MIAC
Annalee Holzer	2024-25 · 1.50 PPG	0.500	St. Norbert	NCHA
Bella LaMere	2022-23 · 1.59 PPG	0.444	St. Olaf	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.