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Ellie Mabardy Elite Prospects ↗

Position: Forward DOB: 2004-11-23 Country: USA

NCAA-W Projection

Set Commitment

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Detected conference: () — projections will update automatically.

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NCAA Division I Women's

Projected PPG — WCHA-W

0.12

Developing (<0.25)

Base NCAAe-W PPG0.1353

Conf. Strength0.997

Year Adj (FR)×0.80

Confidencehigh

Seasons Used1

NCAA D3W

Projected PPG — Division Avg

0.29

Developing (<0.35)

Base D3e-W PPG0.3417

Conf. Strength1.000

Year Adj (FR)×0.80

Confidencehigh

Seasons Used1

D1W / D3W Likelihood

30%

NCAA D1W

NCAA D3W

70%

Club / Other

Based on 40 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).

Season	Team	League	GP	G	A	Pts	PPG	NCAAe-W PPG	Age-Adjusted
2019-20	Noble & Greenough	NE-Prep-Girls	33	0	0	0	0.000	N/A	N/A
2021-22	Noble & Greenough	NE-Prep-Girls	30	0	0	0	0.000	N/A	N/A
2022-23	—	19U-AAA-W	19	7	8	15	0.789	0.3241	0.3241

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
2025-26	Northeastern	HEA-W	JR	38	1	1	2	0.053
2024-25	Northeastern	HEA-W	SO	29	0	1	1	0.035
2023-24	Northeastern	HEA-W	FR	5	0	0	0	0.000

Historical Comparables — NCAA D1W

Player	League · Season · PPG	FR College PPG	School
Taylor Williamson	USHS-MN-W · 2013-14 · 2.14 PPG	0.395	Minnesota
Haley Mack	USHS-MN-W · 2012-13 · 2.16 PPG	0.371	Bemidji State
Emily Bergland	USHS-MN-W · 2012-13 · 2.16 PPG	0.114	Bemidji State
Corbin Boyd	USHS-MN-W · 2012-13 · 2.16 PPG	0.269	Minnesota State
Brittany Wheeler	USHS-MN-W · 2013-14 · 2.16 PPG	0.111	Yale

Historical Comparables — NCAA D3W

Player	Junior Season · PPG	FR College PPG	School	Conference
Mollie Johnson	2012-13 · 2.13 PPG	—	Neumann	UCHC
Amber Heidenreich	2015-16 · 1.71 PPG	0.500	Wisconsin-Superior	WIAC
Ella Olson	2022-23 · 1.11 PPG	0.769	Augsburg	MIAC
Brynn Puppe	2016-17 · 1.52 PPG	0.560	Williams	NESCAC
Anyi Sun	2018-19 · 1.23 PPG	0.696	Bowdoin	NESCAC

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.