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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 Sano

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

Artur Dumanyuk

Kudrivka

96.9%

Nil Coch Montaña

Epitsentr Dunayivtsi

92.5%

Valentin André Henri Rosier

Osasuna

91.4%

Henri Koudossou

1. FC Nürnberg

91.0%

Abdoulaye Cissé

Novi Pazar

90.5%

Ahmed Mohammed Hansh Al Shamrani

Al-Hazm

88.4%

Andrusw Alberto Araujo Araque

Kryvbas KR

86.3%

Jamie John Roche

Lausanne

86.2%