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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
1.44
Elite (0.70+)
Base NCAAe-W PPG 1.3407
Conf. Strength 0.997
Year Adj (FR) ×1.00
Confidence high
Seasons Used 2
NCAA D3W
— Division Average —
CNE
LittleEast
MAC
MASCAC
MIAC
NCHA
NEHC
NESCAC
SUNYAC
UCHC
WIAC
Projected PPG — Division Avg
2.57
Elite (1.00+)
Base D3e-W PPG 3.0013
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
58
18
17
35
0.603
0.1960
0.2082
2015-16
Shattuck St. Mary's Prep
NE-Prep-Girls
61
33
23
56
0.918
0.2982
0.3045
2016-17
Shattuck St. Mary's Prep
NE-Prep-Girls
55
48
43
91
1.655
0.5374
0.5236
2024-25
Montréal Victoire
PWHL
28
3
3
6
0.214
N/A
N/A
2025-26
Montréal Victoire
PWHL
21
4
3
7
0.333
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
Northeastern
HEA-W
GR
33
20
35
55
1.667
2021-22
Northeastern
HEA-W
SR
37
30
26
56
1.514
2020-21
Northeastern
HEA-W
JR
16
7
11
18
1.125
2019-20
Providence
HEA-W
JR
11
7
4
11
1.000
2018-19
Providence
HEA-W
SO
37
22
21
43
1.162
2017-18
Providence
HEA-W
FR
36
19
9
28
0.778
Historical Comparables — NCAA D1W
Player League · Season · PPG
FR College PPG School
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
Saana Valkama
SMLIIGA-W · 2012-13 · 1.43 PPG
0.314
Vermont
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
Historical Comparables — NCAA D3W
Player Junior Season · PPG
FR College PPG School Conference
Mikayla Goodin
2012-13 · 1.64 PPG
0.667
Wisconsin-Superior
WIAC
Reese Heitzman
2022-23 · 1.10 PPG
0.963
Saint Mary's (MN)
MIAC
Noelle Hemr
2023-24 · 1.18 PPG
0.964
Gustavus Adolphus
MIAC
Meredith Boettcher
2022-23 · 1.25 PPG
0.897
Nazareth
UCHC
Kylie Jones
2022-23 · 1.04 PPG
1.100
Wisconsin-River Falls
WIAC