← Women's Search ↗ Social Card

Grace Nichols Elite Prospects ↗

Position: Forward DOB: 2007-09-14 Country: USA
NCAA-W Projection
Augsburg
Verbal MIAC D3W

Set Commitment

NCAA Division I Women's

Projected PPG — WCHA-W
0.13
Developing (<0.25)
Base NCAAe-W PPG0.1458
Conf. Strength0.997
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2

NCAA D3W

Projected PPG — Division Avg
0.30
Developing (<0.35)
Base D3e-W PPG0.3533
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2

D1W / D3W Likelihood

12%
NCAA D1W
12%
NCAA D3W
75%
Club / Other

Based on 40 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).

SeasonTeamLeagueGP GAPtsPPG NCAAe-W PPGAge-Adjusted
2022-23 Proctor/Hermantown High (W) USHS-MN-W 2 0 0 0 0.000 N/A N/A
2023-24 Proctor/Hermantown High (W) USHS-MN-W 31 4 12 16 0.516 0.0779 0.0772
2024-25 Proctor/Hermantown High (W) USHS-MN-W 30 7 14 21 0.700 0.1057 0.1006
2025-26 Proctor/Hermantown High (W) USHS-MN-W 29 12 25 37 1.276 0.1927 0.1759
NCAAe-W = points/game translated to NCAA-W equivalent  ·  COVID-flagged seasons in yellow

Historical Comparables — NCAA D1W

PlayerLeague · Season · PPG FR College PPGSchool
Gabbie Hughes USHS-MN-W · 2013-14 · 1.16 PPG 1.121 Minnesota Duluth
Laura Anderson USHS-MN-W · 2013-14 · 1.16 PPG 0.290 Yale
Natalie Snodgrass USHS-MN-W · 2012-13 · 1.20 PPG 1.000 UConn
Kaylee Druk USHS-MN-W · 2012-13 · 1.20 PPG 0.000 Syracuse
Tianna Gunderson USHS-MN-W · 2013-14 · 1.20 PPG 0.069 Minnesota

Historical Comparables — NCAA D3W

PlayerJunior Season · PPG FR College PPGSchoolConference
Greer Hardacre 2023-24 · 1.48 PPG 0.286 Saint Benedict MIAC
Malia Mckinnon 2022-23 · 1.19 PPG 0.346 Bethel MIAC
Ellin Rees 2023-24 · 0.80 PPG 0.536 Norwich LittleEast
Elli Marvin 2010-11 · 0.67 PPG 0.640 Saint Benedict MIAC
Emily Roder 2018-19 · 0.64 PPG 0.667 Bethel MIAC

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.