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Charlotte Welch Elite Prospects ↗

Position: Forward DOB: 1999-07-03 Country: USA

NCAA-W Projection

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NCAA Division I Women's

Projected PPG — WCHA-W

0.69

Strong (0.45–0.70)

Base NCAAe-W PPG0.7419

Conf. Strength0.997

Year Adj (FR)×0.87

Confidencehigh

Seasons Used2

NCAA D3W

Projected PPG — Division Avg

1.43

Elite (1.00+)

Base D3e-W PPG1.6710

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
2013-14	Newton Country Day	NE-Prep-Girls	15	14	16	30	2.000	0.6496	0.6496
2014-15	Andover	NE-Prep-Girls	25	5	2	7	0.280	0.0909	0.0909
2015-16	Andover	NE-Prep-Girls	25	3	1	4	0.160	0.0520	0.0520
2016-17	Andover	NE-Prep-Girls	23	2	0	2	0.090	0.0292	0.0292
2017-18	Andover	NE-Prep-Girls	22	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
2022-23	Yale	ECAC-W	GR	33	12	28	40	1.212
2021-22	Yale	ECAC-W	SR	34	13	25	38	1.118
2020-21	Yale	ECAC-W	JR	0	0	0	0	0.000
2019-20	Yale	ECAC-W	SO	32	15	18	33	1.031
2018-19	Yale	ECAC-W	FR	28	5	12	17	0.607

Historical Comparables — NCAA D1W

Player	League · Season · PPG	FR College PPG	School
Katie Huntington	USHS-MN-W · 2012-13 · 0.20 PPG	0.000	Quinnipiac
Megan Berg	USHS-MN-W · 2012-13 · 0.18 PPG	0.000	Minnesota
Morgan McKim	NE-Prep-Girls · 2013-14 · 0.10 PPG	0.087	Cornell
Olivia Arkell	USHS-MN-W · 2012-13 · 0.16 PPG	0.000	Minnesota
Mallory Rushton	NE-Prep-Girls · 2012-13 · 0.07 PPG	0.125	RIT

Historical Comparables — NCAA D3W

Player	Junior Season · PPG	FR College PPG	School	Conference
Mackenzie Igel-Harris	2022-23 · 0.14 PPG	—	Lawrence	NCHA
Alexis Larsen	2024-25 · 0.83 PPG	0.083	Wisconsin-River Falls	WIAC
Astrid Wilbur	2023-24 · 0.23 PPG	0.292	Hood College	UCHC
Lexie Weiss	2013-14 · 1.57 PPG	0.037	Wisconsin-Superior	WIAC
Kristi Peters	2013-14 · 0.42 PPG	0.125	Manhattanville	UCHC

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.