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Projecting as:
Freshman
Sophomore
Junior
Senior
Graduate
Transfer
Show:
D1W + D3W
D1W Only
D3W Only
NCAA Division I Women's
— Division Average —
CHA-W
ECAC-W
HEA-W
NEWHA
WCHA-W
Projected PPG — WCHA-W
0.37
Average (0.25–0.45)
Base NCAAe-W PPG 0.4357
Conf. Strength 0.997
Year Adj (FR) ×0.80
Confidence high
Seasons Used 1
NCAA D3W
— Division Average —
CNE
LittleEast
MAC
MASCAC
MIAC
NCHA
NEHC
NESCAC
SUNYAC
UCHC
WIAC
Projected PPG — Division Avg
0.85
Strong (0.65–1.00)
Base D3e-W PPG 0.9895
Conf. Strength 1.000
Year Adj (FR) ×0.80
Confidence high
Seasons Used 1
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
Arctic Bears
USHS-W
24
5
8
13
0.542
0.0460
0.0460
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
Endicott
NEHC
SR
27
13
26
39
1.444
2018-19
Endicott
NEHC
JR
28
4
10
14
0.500
2017-18
Endicott
NEHC
SO
27
11
15
26
0.963
2016-17
Endicott
NEHC
FR
27
9
11
20
0.741
Historical Comparables — NCAA D1W
Player League · Season · PPG
FR College PPG School
Presley Norby
USHS-MN-W · 2012-13 · 0.33 PPG
0.525
Wisconsin
Laura Anderson
USHS-MN-W · 2012-13 · 0.34 PPG
0.290
Yale
Taylor Heise
USHS-MN-W · 2012-13 · 0.36 PPG
0.897
Minnesota
Katie McMillan
USHS-MN-W · 2012-13 · 0.24 PPG
0.314
Penn State
Lucy Burton
USHS-MN-W · 2012-13 · 0.24 PPG
0.000
Yale
Historical Comparables — NCAA D3W
Player Junior Season · PPG
FR College PPG School Conference
Amanda Smythe
2024-25 · 1.16 PPG
0.105
Wisconsin-River Falls
WIAC
Kaitlin Roberts
2023-24 · 0.31 PPG
—
Gustavus Adolphus
MIAC
Kellsey Kludt
2024-25 · 0.68 PPG
0.200
St. Olaf
MIAC
Madison McCullough
2022-23 · 0.32 PPG
—
Wisconsin-Superior
WIAC
Karin Knapp
2015-16 · 0.29 PPG
—
Wisconsin-Eau Claire
WIAC