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Kaiya Sandy Elite Prospects ↗

Position: Forward DOB: 2007-01-02 Country: USA
NCAA-W Projection
No commitment set

Set Commitment

NCAA Division I Women's

Projected PPG — WCHA-W
0.22
Developing (<0.25)
Base NCAAe-W PPG0.2555
Conf. Strength0.997
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2

NCAA D3W

Projected PPG — Division Avg
0.50
Average (0.35–0.65)
Base D3e-W PPG0.5859
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2

D1W / D3W Likelihood

5%
NCAA D1W
15%
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 Warroad High (W) USHS-MN-W 21 1 4 5 0.238 0.0360 0.0360
2021-22 Warroad High (W) USHS-MN-W 26 6 14 20 0.769 0.1161 0.1161
2022-23 Warroad High (W) USHS-MN-W 30 15 12 27 0.900 0.1359 0.1356
2023-24 Warroad High (W) USHS-MN-W 30 18 27 45 1.500 0.2265 0.2165
2024-25 Warroad High (W) USHS-MN-W 30 15 23 38 1.267 0.1913 0.1755
NCAAe-W = points/game translated to NCAA-W equivalent  ·  COVID-flagged seasons in yellow

College Seasons

SeasonSchoolConferenceYear GPGAPtsPPG
2025-26 Hamline MIAC FR 28 4 12 16 0.571

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
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

Historical Comparables — NCAA D3W

PlayerJunior Season · PPG FR College PPGSchoolConference
Greer Hardacre 2023-24 · 1.48 PPG 0.286 Saint Benedict MIAC
Ellin Rees 2023-24 · 0.80 PPG 0.536 Norwich LittleEast
McKayla Romano 2024-25 · 0.62 PPG 0.680 Lebanon Valley MAC
Daelyn Williams 2024-25 · 0.80 PPG 0.545 Salem State MASCAC
Drew Kopek 2022-23 · 1.04 PPG 0.417 SUNY Cortland SUNYAC

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.