Headline season numbers with cohort percentiles.
Percentile radar vs position cohort.
vs. Winger / Attacking Mids across domestic leagues, 2022/23
AI scouting read on this season.
A wide attacker with a balanced profile across attacking metrics. Defensive contributions are below average, requiring cover from the fullback.
A wide attacker 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.
Shot tracking and lineup grid unavailable for Liga MX — methodology.
Model-driven scouting notes for this season.
