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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
0.21
Developing (<0.25)
Base NCAAe-W PPG 0.2168
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
0.47
Average (0.35–0.65)
Base D3e-W PPG 0.4987
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
2012-13
Northfield High (W)
USHS-MN-W
24
2
11
13
0.542
0.0818
0.0818
2013-14
Northfield High (W)
USHS-MN-W
25
12
6
18
0.720
0.1087
0.1087
2014-15
Northfield High (W)
USHS-MN-W
24
10
8
18
0.750
0.1132
0.1132
2015-16
Northfield High (W)
USHS-MN-W
25
11
12
23
0.920
0.1389
0.1389
2016-17
Northfield High (W)
USHS-MN-W
25
23
15
38
1.520
0.2295
0.2295
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
2021-22
Williams
NESCAC
SR
22
4
7
11
0.500
2019-20
Williams
NESCAC
JR
22
3
7
10
0.455
2018-19
Williams
NESCAC
SO
28
8
9
17
0.607
2017-18
Williams
NESCAC
FR
25
8
6
14
0.560
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 · 2013-14 · 2.80 PPG
0.758
Cornell
Dani Sadek
USHS-MN-W · 2012-13 · 1.46 PPG
0.611
Ohio State
Taylor Marchin
NE-Prep-Girls · 2012-13 · 0.77 PPG
0.207
Yale
Grace Bizal
USHS-MN-W · 2013-14 · 1.35 PPG
0.268
Boston College
Historical Comparables — NCAA D3W
Player Junior Season · PPG
FR College PPG School Conference
Jenna Allen
2023-24 · 0.93 PPG
0.586
Augsburg
MIAC
Victoria Nelson
2023-24 · 1.15 PPG
0.480
St. Scholastica
NCHA
Emily Lemker
2014-15 · 1.33 PPG
0.417
Saint Benedict
MIAC
Grace Karakas
2023-24 · 1.38 PPG
0.417
SUNY Cortland
SUNYAC
Madison Gaffney
2015-16 · 0.88 PPG
0.633
Hamline
MIAC