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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
0.78
Elite (0.70+)
Base NCAAe-W PPG 0.7846
Conf. Strength 0.997
Year Adj (FR) ×0.93
Confidence high
Seasons Used 2
NCAA D3W
— Division Average —
CNE
LittleEast
MAC
MASCAC
MIAC
NCHA
NEHC
NESCAC
SUNYAC
UCHC
WIAC
Projected PPG — Division Avg
1.49
Elite (1.00+)
Base D3e-W PPG 1.7464
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
Shattuck St. Mary's 16U
NE-Prep-Girls
52
17
19
36
0.692
0.2249
0.2485
2015-16
Shattuck St. Mary's 16U
NE-Prep-Girls
59
35
34
69
1.169
0.3799
0.4042
2016-17
Shattuck St. Mary's 16U
NE-Prep-Girls
54
38
42
80
1.482
0.4812
0.4894
2024-25
Toronto Sceptres
PWHL
30
2
0
2
0.067
N/A
N/A
2025-26
Toronto Sceptres
PWHL
30
3
2
5
0.167
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
Princeton
ECAC-W
SR
31
17
16
33
1.065
2021-22
Princeton
ECAC-W
JR
31
13
9
22
0.710
2019-20
Princeton
ECAC-W
SO
33
22
25
47
1.424
2018-19
Princeton
ECAC-W
FR
32
26
17
43
1.344
Historical Comparables — NCAA D1W
Player League · Season · PPG
FR College PPG School
Emma Nuutinen
SMLIIGA-W · 2012-13 · 1.25 PPG
0.559
North Dakota
Jessie Aney
USHS-MN-W · 2012-13 · 3.17 PPG
0.267
UConn
Kelly Pannek
USHS-MN-W · 2013-14 · 3.08 PPG
1.073
Minnesota
Nicole Schammel
USHS-MN-W · 2013-14 · 3.44 PPG
0.611
Minnesota State
Phoebe Staenz
NE-Prep-Girls · 2012-13 · 1.38 PPG
0.680
Yale
Historical Comparables — NCAA D3W
Player Junior Season · PPG
FR College PPG School Conference
Nora Carstensen
2022-23 · 1.74 PPG
0.593
Wisconsin-Eau Claire
WIAC
Noelle Hemr
2022-23 · 1.03 PPG
0.964
Gustavus Adolphus
MIAC
Priscilla Orr
2013-14 · 2.44 PPG
—
Lebanon Valley
UCHC
Natalie Meeder
2024-25 · 1.07 PPG
0.960
Dubuque
NCHA
Mikayla Goodin
2012-13 · 1.64 PPG
0.667
Wisconsin-Superior
WIAC