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Free football scouting tools and evidence-led guides for analysts, scouts, creators, and serious fans who want better shortlist decisions.

51 domestic leagues·74 total competitions·Hybrid editorial + research desk

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Similar players for Bernardo de Souza

Similarity is computed from normalized role vectors and season-scoped production.

Arturo Calabresi

Pisa

99.6%

Ignasi Miquel Pons

Leganes

99.6%

Marco Kana

Anderlecht

99.3%

Wesley Theodorus Hoedt

Al Shabab

99.3%

Andrea Papetti

Reggiana

99.3%

Ryan James McGowan

Livingston

99.2%

Aleksandar Radovanović

Zaragoza

99.2%

Jaroslav Svozil

Dukla Praha

99.1%