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Ashley Mandeville Elite Prospects ↗

Position: Defense DOB: 2005-06-27 Country: USA
NCAA-W Projection
No commitment set

Set Commitment

NCAA Division I Women's

Projected PPG — WCHA-W
0.10
Developing (<0.25)
Base NCAAe-W PPG0.1073
Conf. Strength0.997
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2

NCAA D3W

Projected PPG — Division Avg
0.25
Developing (<0.35)
Base D3e-W PPG0.2625
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2

D1W / D3W Likelihood

12%
NCAA D1W
2%
NCAA D3W
85%
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 19U-AAA-W 25 4 7 11 0.440 0.1806 0.1806
2023-24 19U-AAA-W 34 8 7 15 0.441 0.1811 0.1811
NCAAe-W = points/game translated to NCAA-W equivalent  ·  COVID-flagged seasons in yellow

College Seasons

SeasonSchoolConferenceYear GPGAPtsPPG
2025-26 Mercyhurst CHA-W SO 10 0 1 1 0.100
2024-25 Mercyhurst CHA-W FR 29 1 0 1 0.035

Historical Comparables — NCAA D1W

PlayerLeague · Season · PPG FR College PPGSchool
Kendra Nealey USHS-W · 2013-14 · 2.14 PPG 0.212 Cornell
Grace Bizal USHS-MN-W · 2012-13 · 1.16 PPG 0.268 Boston College
Kate Hallett USHS-MN-W · 2012-13 · 1.08 PPG 0.100 Harvard
Katie Robinson USHS-MN-W · 2012-13 · 1.08 PPG 0.129 Minnesota
Lauren Boyle USHS-MN-W · 2013-14 · 1.08 PPG 0.486 Ohio State

Historical Comparables — NCAA D3W

PlayerJunior Season · PPG FR College PPGSchoolConference
Avery Engbrecht 2023-24 · 1.27 PPG 0.370 Wisconsin-Stevens Point WIAC
Paige Hanson 2018-19 · 1.19 PPG Concordia MIAC
Lydia Wagner 2011-12 · 1.84 PPG 0.259 Gustavus Adolphus MIAC
Molly Shelton 2015-16 · 0.92 PPG 0.519 Wisconsin-Superior WIAC
Courtney Moser 2014-15 · 0.85 PPG 0.560 Saint Mary's (MN) 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.