Kate Stuart Elite Prospects ↗
Position:
Forward
DOB: 2008-04-04
Country: Canada
Height: 5'8" (172 cm)
NCAA-W Projection
Harvard
Set Commitment
NCAA Division I Women's
Projected PPG — WCHA-W
0.18
Developing (<0.25)
Base NCAAe-W PPG0.2108
Conf. Strength0.997
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2
NCAA D3W
Projected PPG — Division Avg
0.65
Strong (0.65–1.00)
Base D3e-W PPG0.7620
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2
D1W / D3W Likelihood
10%
NCAA D1W
12%
NCAA D3W
78%
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).
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-W PPG | Age-Adjusted |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Barrie Sharks | OWHL-U22 | 1 | 0 | 1 | 1 | 1.000 | 0.3502 | 0.3929 |
| 2023-24 | Barrie Sharks | OWHL-U22 | 43 | 4 | 16 | 20 | 0.465 | 0.1629 | 0.1729 |
| 2024-25 | Barrie Sharks | OWHL-U22 | 40 | 12 | 18 | 30 | 0.750 | 0.2626 | 0.2642 |
| 2025-26 | Barrie Sharks | OWHL-U22 | 35 | 8 | 10 | 18 | 0.514 | 0.1801 | 0.1752 |
NCAAe-W = points/game translated to NCAA-W equivalent · COVID-flagged seasons in yellow
Historical Comparables — NCAA D1W
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| 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
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Hannah Grabianowski | 2024-25 · 1.23 PPG | 0.517 | St. Norbert | NCHA |
| Addie Fee | 2024-25 · 1.27 PPG | 0.480 | Wisconsin-Superior | WIAC |
| Claire Riestenberg | 2023-24 · 1.63 PPG | — | Wisconsin-Stevens Point | WIAC |
| Rylan Kissel | 2024-25 · 1.11 PPG | 0.577 | Bethel | MIAC |
| Abby Hansberger | 2024-25 · 0.40 PPG | 1.643 | Concordia (WI) | NCHA |
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.