Headline season numbers with cohort percentiles.
1
Percentile radar vs position cohort.
vs. Defenders across domestic leagues, 2026/27
AI scouting read on this season.
A defender with a balanced defensive profile. Comfortable on the ball and contributes to build-up play from the back. Distribution and progressive play are below average for the position.
A defender with limited standout metrics — context and system fit are critical.
How the profile maps to archetypes.
Position-aware totals with per-90 toggle.
Percentile outliers for this position.
Average position and league context.
Shin Kwang-Hoon · 2026/27
Model-driven scouting notes for this season.
