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Nicole Guagliardo Elite Prospects ↗

Position: Forward DOB: 1998-07-08 Country: USA

NCAA-W Projection

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NCAA Division I Women's

Projected PPG — WCHA-W

0.33

Average (0.25–0.45)

Base NCAAe-W PPG0.3896

Conf. Strength0.997

Year Adj (FR)×0.80

Confidencehigh

Seasons Used2

NCAA D3W

Projected PPG — Division Avg

0.81

Strong (0.65–1.00)

Base D3e-W PPG0.9489

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
2012-13	Barrington High (IL)	USHS-W	13	19	14	33	2.538	0.2155	0.2155
2013-14	Barrington High (IL)	USHS-W	11	19	6	25	2.273	0.1930	0.1930
2020-21	Connecticut Whale	PHF	2	0	0	0	0.000	N/A	N/A

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
2019-20	Adrian	NCHA	FR	28	16	17	33	1.179
2018-19	Lindenwood	WCHA-W	FR	32	10	12	22	0.688
2017-18	Mercyhurst	CHA-W	SO	20	1	2	3	0.150
2016-17	Mercyhurst	CHA-W	FR	32	4	1	5	0.156

Historical Comparables — NCAA D1W

Player	League · Season · PPG	FR College PPG	School
Joie Phelps	USHS-MN-W · 2013-14 · 1.26 PPG	0.182	Cornell
Kiki Radke	USHS-MN-W · 2013-14 · 1.24 PPG	0.273	Bemidji State
Sydney Brodt	USHS-MN-W · 2012-13 · 1.32 PPG	0.600	Minnesota Duluth
Jackie Pieper	USHS-MN-W · 2013-14 · 1.32 PPG	0.324	Merrimack
Natalie Snodgrass	USHS-MN-W · 2013-14 · 1.33 PPG	1.000	UConn

Historical Comparables — NCAA D3W

Player	Junior Season · PPG	FR College PPG	School	Conference
Ellie Newpower	2023-24 · 0.79 PPG	0.679	Hamline	MIAC
Jenna Allen	2023-24 · 0.93 PPG	0.586	Augsburg	MIAC
Taylor Lesnar	2024-25 · 1.50 PPG	0.357	St. Norbert	NCHA
Erica Schramel	2015-16 · 1.48 PPG	0.360	Wisconsin-River Falls	WIAC
Victoria Thorson	2014-15 · 1.33 PPG	—	Augsburg	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.