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Gina Mangiafridda Elite Prospects ↗

Position: Forward DOB: Unknown 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 PPG0.1852

Conf. Strength0.997

Year Adj (FR)×0.80

Confidencehigh

Seasons Used1

NCAA D3W

Projected PPG — Division Avg

0.36

Average (0.35–0.65)

Base D3e-W PPG0.4170

Conf. Strength1.000

Year Adj (FR)×0.80

Confidencehigh

Seasons Used1

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	A	Pts	PPG	NCAAe-W PPG	Age-Adjusted
2012-13	Loomis Chaffee	NE-Prep-Girls	23	0	0	0.000	N/A	N/A
2013-14	Loomis Chaffee	NE-Prep-Girls	22	0	0	0.000	N/A	N/A
2014-15	Loomis Chaffee	NE-Prep-Girls	23	1	1	0.040	0.0130	0.0130

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
2018-19	Wesleyan	NESCAC	SR	21	4	9	13	0.619
2017-18	Wesleyan	NESCAC	JR	23	6	6	12	0.522
2016-17	Wesleyan	NESCAC	SO	14	3	3	6	0.429
2015-16	Wesleyan	NESCAC	FR	6	0	0	0	0.000

Historical Comparables — NCAA D1W

Player	League · Season · PPG	FR College PPG	School
Becca Gilmore	NE-Prep-Girls · 2012-13 · 0.04 PPG	1.167	Harvard
Madison Nichols	NE-Prep-Girls · 2012-13 · 0.04 PPG	0.360	St. Michael's College
Sharon Frankel	NE-Prep-Girls · 2012-13 · 0.05 PPG	0.312	Princeton
Annelise Rice	USHS-MN-W · 2012-13 · 0.05 PPG	0.080	North Dakota
Stella Haberman	USHS-MN-W · 2012-13 · 0.12 PPG	0.125	RIT

Historical Comparables — NCAA D3W

Player	Junior Season · PPG	FR College PPG	School	Conference
Kaiya Johnson	2024-25 · 0.38 PPG	0.074	Wisconsin-Stevens Point	WIAC
Maggie Jacoby	2022-23 · 0.13 PPG	0.200	Nazareth	UCHC
Annie Sommer	2022-23 · 0.07 PPG	—	King's	UCHC
Alexa March	2023-24 · 0.21 PPG	0.095	Saint Mary's	MIAC
Bailey Coole	2022-23 · 0.52 PPG	0.042	St. Scholastica	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.