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Hannah Grabianowski Elite Prospects ↗

Position: Forward DOB: 2007-04-15 Country: USA
NCAA-W Projection
No commitment set

Set Commitment

NCAA Division I Women's

Projected PPG — WCHA-W
0.17
Developing (<0.25)
Base NCAAe-W PPG0.1994
Conf. Strength0.997
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2

NCAA D3W

Projected PPG — Division Avg
0.39
Average (0.35–0.65)
Base D3e-W PPG0.4577
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2

D1W / D3W Likelihood

8%
NCAA D1W
12%
NCAA D3W
80%
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
2020-21 Shakopee High (women) USHS-MN-W 17 3 4 7 0.412 0.0622 0.0622
2021-22 Shakopee High (women) USHS-MN-W 27 10 6 16 0.593 0.0895 0.0895
2022-23 Shakopee High (women) USHS-MN-W 24 13 9 22 0.917 0.1384 0.1400
2023-24 Shakopee High (women) USHS-MN-W 26 8 16 24 0.923 0.1394 0.1352
2024-25 Shakopee High (women) USHS-MN-W 26 18 14 32 1.231 0.1859 0.1731
NCAAe-W = points/game translated to NCAA-W equivalent  ·  COVID-flagged seasons in yellow

College Seasons

SeasonSchoolConferenceYear GPGAPtsPPG
2025-26 St. Norbert NCHA FR 29 8 7 15 0.517

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
Andrea Renner USHS-W · 2013-14 · 2.00 PPG 0.167 Northeastern
Liz Schepers USHS-MN-W · 2012-13 · 1.12 PPG 0.410 Ohio State
Paige Beebe USHS-MN-W · 2013-14 · 1.12 PPG 0.472 Bemidji State

Historical Comparables — NCAA D3W

PlayerJunior Season · PPG FR College PPGSchoolConference
Lula Swanson 2022-23 · 1.26 PPG 0.333 Wisconsin-Eau Claire WIAC
McKayla Romano 2024-25 · 0.62 PPG 0.680 Lebanon Valley MAC
Malorie Anderson 2023-24 · 1.04 PPG — Concordia MIAC
Josie Grossman 2024-25 · 1.04 PPG 0.400 Wisconsin-Eau Claire WIAC
Ellin Rees 2023-24 · 0.80 PPG 0.536 Norwich LittleEast

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.