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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

0.38

Average (0.25–0.45)

Base NCAAe-W PPG0.4445

Conf. Strength1.000

Year Adj (FR)×0.80

Confidencehigh

Seasons Used2

NCAA D3W

Projected PPG — Division Avg

0.81

Strong (0.65–1.00)

Base D3e-W PPG0.9464

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	0.2097	0.2097
2013-14	Barrington High (IL)	USHS-W	11	19	6	25	2.273	0.1877	0.1877
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
Kiki Radke	USHS-MN-W · 2013-14 · 1.24 PPG	0.273	Bemidji State
Joie Phelps	USHS-MN-W · 2013-14 · 1.26 PPG	0.182	Cornell
Mac Johnson	USHS-MN-W · 2013-14 · 1.22 PPG	0.125	St. Cloud State
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

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
Mia Montanari	2024-25 · 1.08 PPG	0.500	RPI	ECAC
Flora Pasztor	2025-26 · 1.35 PPG	—	Post	NE10
Taylor Lesnar	2024-25 · 1.50 PPG	0.357	St. Norbert	NCHA

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.