How tactical style evolves — Style DNA snapshots from 4 seasons
City stayed TIKI-TAKA. Liverpool became GEGENPRESS then drifted. Arsenal became POSITIONAL. Tracking shifts that pundits missed.
Style DNA — our 12-archetype tactical classifier — runs every Monday across all top-5 league teams. Looking at four seasons of snapshots reveals surprising migrations.
Stability champions
Manchester City stayed TIKI-TAKA every single weekly snapshot for 4 seasons. Pep doesn't drift.
Atlético Madrid stayed FORTRESS for 3 seasons, briefly drifted to DEEP BLOCK in 2024-25 (the post-Simeone transition rumour months), then snapped back when Simeone's contract was extended.
Big shifts
Liverpool 2021-22 → 2024-25: started GEGENPRESS pure-form, drifted toward TIKI-TAKA features under late-Klopp, then under Slot in 2024-25 settled into GEGENPRESS-LITE. Three distinct tactical phases captured numerically.
Arsenal 2022-23 → 2025-26: started DIRECT TRANSITION, became HYBRID, then POSITIONAL CALM in 2024-25. Arteta's project visibly matured.
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