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Natasha Ludwig Elite Prospects ↗

Position: Forward DOB: 2007-08-06 Country: USA
NCAA-W Projection
No commitment set

Set Commitment

NCAA Division I Women's

Projected PPG — WCHA-W
0.08
Developing (<0.25)
Base NCAAe-W PPG0.0939
Conf. Strength0.997
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2

NCAA D3W

Projected PPG — Division Avg
0.19
Developing (<0.35)
Base D3e-W PPG0.2185
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2

D1W / D3W Likelihood

5%
NCAA D1W
8%
NCAA D3W
88%
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 Prairie Centre High (W) USHS-MN-W 16 4 0 4 0.250 0.0377 0.0377
2021-22 Prairie Centre High (W) USHS-MN-W 22 18 9 27 1.227 0.1853 0.1853
2022-23 Prairie Centre High (W) USHS-MN-W 22 18 7 25 1.136 0.1716 0.1763
2023-24 Prairie Centre High (W) USHS-MN-W 24 15 15 30 1.250 0.1888 0.1860
2024-25 Prairie Centre High (W) USHS-MN-W 21 11 4 15 0.714 0.1079 0.1022
NCAAe-W = points/game translated to NCAA-W equivalent  ·  COVID-flagged seasons in yellow

College Seasons

SeasonSchoolConferenceYear GPGAPtsPPG
2025-26 Beloit WIAC FR 23 3 1 4 0.174

Historical Comparables — NCAA D1W

PlayerLeague · Season · PPG FR College PPGSchool
Kippin Keller USHS-MN-W · 2012-13 · 0.68 PPG 0.056 Minnesota
Summer Thibodeau USHS-MN-W · 2012-13 · 0.72 PPG 0.194 Bemidji State
Mac Johnson USHS-MN-W · 2012-13 · 0.64 PPG 0.125 St. Cloud State
Abby Halluska USHS-MN-W · 2012-13 · 0.64 PPG 0.314 Bemidji State
Rebecca Freiburger USHS-MN-W · 2012-13 · 0.64 PPG 0.278 Ohio State

Historical Comparables — NCAA D3W

PlayerJunior Season · PPG FR College PPGSchoolConference
Darby Marshall 2025-26 · 0.43 PPG 0.577 Curry CNE
Jenna Abeyta 2016-17 · 0.29 PPG 0.829 Post CHA-W
Emilie Anderson 2023-24 · 1.00 PPG 0.235 St. Olaf MIAC
Ella Hornung 2024-25 · 0.71 PPG 0.333 Wisconsin-Superior WIAC
Tori Pizzuto 2009-10 · 0.46 PPG 0.520 UMass Boston MASCAC

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.