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Gracie Graham Elite Prospects ↗

Position: Defense DOB: 2006-01-09 Country: Canada

NCAA-W Projection

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Detected conference: () — projections will update automatically.

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NCAA Division I Women's

Projected PPG — WCHA-W

0.35

Average (0.25–0.45)

Base NCAAe-W PPG0.3738

Conf. Strength0.997

Year Adj (FR)×0.80

Confidencehigh

Seasons Used2

NCAA D3W

Projected PPG — Division Avg

0.90

Strong (0.65–1.00)

Base D3e-W PPG0.9516

Conf. Strength1.000

Year Adj (FR)×0.80

Confidencehigh

Seasons Used2

D1W / D3W Likelihood

18%

NCAA D1W

NCAA D3W

82%

Club / Other

Based on 17 comparable players

Career Trajectory

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
2021-22	RINK HA Kelowna U18 Prep	CSSHL-U18W	25	4	15	19	0.760	0.1741	0.1741
2022-23	RINK HA Kelowna U18 Prep	CSSHL-U18W	25	11	15	26	1.040	0.2383	0.2383
2023-24	RINK HA Kelowna U18 Prep	CSSHL-U18W	29	19	40	59	2.034	0.4661	0.4661

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
2025-26	Minnesota	WCHA-W	SO	38	1	14	15	0.395
2024-25	Minnesota	WCHA-W	FR	42	6	8	14	0.333

Historical Comparables — NCAA D1W

Player	League · Season · PPG	FR College PPG	School
Briana Mastel	NE-Prep-Girls · 2012-13 · 1.04 PPG	0.258	Harvard
Meghan Turner	NE-Prep-Girls · 2012-13 · 2.17 PPG	0.351	Quinnipiac
Megan Wolfe	USHS-MN-W · 2012-13 · 2.40 PPG	0.725	Minnesota
Paige Haley	USHS-MN-W · 2012-13 · 2.40 PPG	0.083	Minnesota
Heidi Niskanen	SMLIIGA-W · 2012-13 · 1.19 PPG	0.000	RPI

Historical Comparables — NCAA D3W

Player	Junior Season · PPG	FR College PPG	School	Conference
Madison Davis	2017-18 · 1.56 PPG	0.962	Hamline	MIAC
Jessica Bird	2014-15 · 3.00 PPG	0.500	Wisconsin-River Falls	WIAC
Kaitlyn VanTassel	2015-16 · 2.08 PPG	0.720	Bethel	MIAC
Chloe Kinsel	2010-11 · 1.40 PPG	1.067	Wisconsin-River Falls	NCHA
Maddie Evangelous	2013-14 · 1.68 PPG	0.885	Elmira	UCHC

Women's college hockey projections draw primarily on high school and junior stats when available. Because most women go directly from HS to college, projections with limited pre-college data use conference-based priors.

NCAAe-W factors are derived from historical pre-college→NCAA-W transitions. For many players, projection confidence is lower than men's due to sparse pre-college tracking.