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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
0.43
Average (0.25–0.45)
Base NCAAe-W PPG 0.4543
Conf. Strength 1.000
Year Adj (FR) ×0.80
Confidence high
Seasons Used 2
NCAA D3W
— Division Average —
CNE
LittleEast
MAC
MASCAC
MIAC
NCHA
NEHC
NESCAC
SUNYAC
UCHC
WIAC
Projected PPG — Division Avg
0.98
Strong (0.65–1.00)
Base D3e-W PPG 1.0362
Conf. Strength 1.000
Year Adj (FR) ×0.80
Confidence high
Seasons Used 2
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
Mounds View High (women)
USHS-MN-W
24
4
15
19
0.792
0.1195
0.1260
2011-12
Mounds View High (women)
USHS-MN-W
25
10
20
30
1.200
0.1812
0.1832
2012-13
Mounds View High (women)
USHS-MN-W
25
14
23
37
1.480
0.2235
0.2178
2013-14
Mounds View High (women)
USHS-MN-W
26
16
28
44
1.692
0.2555
0.2398
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
2017-18
Penn State
WCHA-W
JR
35
3
14
17
0.486
2016-17
Penn State
WCHA-W
SO
29
2
11
13
0.448
2015-16
Penn State
WCHA-W
FR
37
4
8
12
0.324
Historical Comparables — NCAA D1W
Player League · Season · PPG
FR College PPG School
Lauren Kelly
NE-Prep-Girls · 2012-13 · 0.73 PPG
0.208
Dartmouth
Erin O'Connor
USHS-W · 2012-13 · 2.85 PPG
0.758
Cornell
Taylor Marchin
NE-Prep-Girls · 2012-13 · 0.77 PPG
0.207
Yale
Linnea Hedin
SDHL · 2012-13 · 0.17 PPG
0.114
Minnesota Duluth
Dani Sadek
USHS-MN-W · 2012-13 · 1.46 PPG
0.611
Ohio State
Historical Comparables — NCAA D3W
Player Junior Season · PPG
FR College PPG School Conference
Abigail Chamernick
2022-23 · 1.17 PPG
0.500
Hamline
MIAC
Grace Karakas
2023-24 · 1.38 PPG
0.417
SUNY Cortland
SUNYAC
Emily Heid
2013-14 · 1.00 PPG
0.593
Wisconsin-Superior
WIAC
Samantha Bogen
2023-24 · 1.48 PPG
0.400
St. Catherine
MIAC
Ruby Eskin
2023-24 · 1.08 PPG
0.552
Augsburg
MIAC