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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
0.14
Developing (<0.25)
Base NCAAe-W PPG 0.1658
Conf. Strength 0.997
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
0.32
Developing (<0.35)
Base D3e-W PPG 0.3725
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
2014-15
Millbrook
NE-Prep-Girls
20
0
3
3
0.150
0.0487
0.0487
2015-16
Millbrook
NE-Prep-Girls
18
0
0
0
0.000
N/A
N/A
2016-17
Millbrook
NE-Prep-Girls
22
1
0
1
0.050
0.0162
0.0162
2017-18
Millbrook
NE-Prep-Girls
23
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
Manhattanville
UCHC
JR
27
5
8
13
0.481
2021-22
Manhattanville
UCHC
SO
27
10
11
21
0.778
2020-21
Manhattanville
UCHC
FR
9
0
0
0
0.000
2019-20
Chatham
UCHC
SO
25
5
4
9
0.360
2018-19
Chatham
UCHC
FR
25
4
7
11
0.440
Historical Comparables — NCAA D1W
Player League · Season · PPG
FR College PPG School
Sharon Frankel
NE-Prep-Girls · 2012-13 · 0.05 PPG
0.312
Princeton
Stella Haberman
USHS-MN-W · 2012-13 · 0.12 PPG
0.125
RIT
Becca Gilmore
NE-Prep-Girls · 2012-13 · 0.04 PPG
1.167
Harvard
Madison Nichols
NE-Prep-Girls · 2012-13 · 0.04 PPG
0.360
St. Michael's College
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
Lillian Relyea
2024-25 · 0.20 PPG
0.167
William Smith
SUNYAC
Kaiya Johnson
2024-25 · 0.38 PPG
0.074
Wisconsin-Stevens Point
WIAC
Rachel Robbins
2022-23 · 0.08 PPG
—
Hamline
MIAC
Hannah Graunke
2022-23 · 0.23 PPG
0.179
St. Norbert
NCHA
Logan Harper
2014-15 · 0.11 PPG
0.292
Wisconsin-Stevens Point
WIAC