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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 Barbosa Pereira

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

Nathaniel Caleb Atkinson

Melbourne City

91.7%

Philipp Wiesinger

Austria Vienna

91.0%

Noa Boissé

Le Mans

90.7%

Antonee Robinson

Fulham

90.1%

Adam Dźwigała

FC St. Pauli

90.0%

Kevin Mac Allister

Union St. Gilloise

89.0%

Moussa N'Diaye

FC Schalke 04

87.4%

Michael Davis

VVV Venlo

86.7%