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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
0.57
Strong (0.45–0.70)
Base NCAAe-W PPG 0.6113
Conf. Strength 0.997
Year Adj (FR) ×0.87
Confidence high
Seasons Used 2
NCAA D3W
— Division Average —
CNE
LittleEast
MAC
MASCAC
MIAC
NCHA
NEHC
NESCAC
SUNYAC
UCHC
WIAC
Projected PPG — Division Avg
1.16
Elite (1.00+)
Base D3e-W PPG 1.3517
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
2011-12
Shattuck St. Mary's 16U
NE-Prep-Girls
53
14
21
35
0.660
0.2145
0.2214
2013-14
Shattuck St. Mary's Prep
NE-Prep-Girls
40
26
31
57
1.425
0.4628
0.4760
2014-15
Shattuck St. Mary's Prep
NE-Prep-Girls
50
56
38
94
1.880
0.6106
0.5659
2019-20
Brynäs IF
SDHL
8
0
6
6
0.750
0.8771
0.8771
2020-21
Connecticut Whale
PHF
0
0
0
0
0.000
N/A
N/A
2021-22
Connecticut Whale
PHF
7
1
1
2
0.286
N/A
N/A
2022-23
Connecticut Whale
PHF
24
7
9
16
0.667
N/A
N/A
2023-24
Connecticut Whale
PHF
24
7
9
16
0.667
N/A
N/A
2024-25
Connecticut Whale
PHF
24
7
9
16
0.667
N/A
N/A
2025-26
Connecticut Whale
PHF
24
7
9
16
0.667
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
2018-19
Quinnipiac
ECAC-W
SR
34
13
10
23
0.676
2017-18
Quinnipiac
ECAC-W
JR
35
15
10
25
0.714
2016-17
Quinnipiac
ECAC-W
SO
37
10
19
29
0.784
2015-16
Quinnipiac
ECAC-W
FR
38
16
16
32
0.842
Historical Comparables — NCAA D1W
Player League · Season · PPG
FR College PPG School
Saana Valkama
SMLIIGA-W · 2012-13 · 1.43 PPG
0.314
Vermont
Kelly Pannek
USHS-MN-W · 2012-13 · 3.45 PPG
1.073
Minnesota
Nicole Schammel
USHS-MN-W · 2013-14 · 3.44 PPG
0.611
Minnesota State
Baylee Wellhausen
NE-Prep-Girls · 2013-14 · 1.88 PPG
0.333
Wisconsin
Emma Nuutinen
SMLIIGA-W · 2012-13 · 1.25 PPG
0.559
North Dakota
Historical Comparables — NCAA D3W
Player Junior Season · PPG
FR College PPG School Conference
Nora Carstensen
2024-25 · 1.97 PPG
0.593
Wisconsin-Eau Claire
WIAC
Celia Midtbo
2022-23 · 1.73 PPG
0.667
Saint Mary's
MIAC
Noelle Hemr
2023-24 · 1.18 PPG
0.964
Gustavus Adolphus
MIAC
Chloe Summerfield
2014-15 · 2.36 PPG
0.500
Wisconsin-Eau Claire
WIAC
Hailey Herdine
2015-16 · 1.00 PPG
1.185
Wisconsin-River Falls
WIAC