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Annie Pumper Elite Prospects ↗

Position: Forward DOB: Unknown Country: USA

NCAA-W Projection

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NCAA Division I Women's

Projected PPG — WCHA-W

0.13

Developing (<0.25)

Base NCAAe-W PPG0.1564

Conf. Strength0.997

Year Adj (FR)×0.80

Confidencehigh

Seasons Used2

NCAA D3W

Projected PPG — Division Avg

0.31

Developing (<0.35)

Base D3e-W PPG0.3647

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
2010-11	Northfield High (W)	USHS-MN-W	24	13	14	27	1.125	0.1699	0.1699
2011-12	Northfield High (W)	USHS-MN-W	24	21	5	26	1.083	0.1636	0.1636
2012-13	Northfield High (W)	USHS-MN-W	24	30	16	46	1.917	0.2894	0.2894

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
2016-17	St. Olaf	MIAC	JR	15	0	3	3	0.200
2015-16	St. Olaf	MIAC	SO	11	0	0	0	0.000
2014-15	St. Olaf	MIAC	FR	12	2	2	4	0.333

Historical Comparables — NCAA D1W

Player	League · Season · PPG	FR College PPG	School
Lindsay Roethke	USHS-MN-W · 2012-13 · 1.96 PPG	0.027	UConn
Liz Schepers	USHS-MN-W · 2013-14 · 1.84 PPG	0.410	Ohio State
Emily Bergland	USHS-MN-W · 2013-14 · 2.04 PPG	0.114	Bemidji State
Paige Voight	USHS-MN-W · 2013-14 · 1.76 PPG	0.559	Merrimack
Catherine Skaja	USHS-MN-W · 2012-13 · 2.08 PPG	0.342	Minnesota

Historical Comparables — NCAA D3W

Player	Junior Season · PPG	FR College PPG	School	Conference
Kassie Lien	2012-13 · 1.68 PPG	0.417	Saint Mary's (MN)	MIAC
Ivy Boric	2015-16 · 0.54 PPG	1.296	SUNY Plattsburgh	SUNYAC
Michaela Crowley	2013-14 · 1.75 PPG	—	St. Olaf	MIAC
Brie Larkowski	2016-17 · 1.75 PPG	—	Wisconsin-Stevens Point	WIAC
Madison McDonald	2018-19 · 1.75 PPG	—	Concordia	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.