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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·73 total competitions·Hybrid editorial + research desk

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Similar players for Vipotnik

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

Aleksandr Shestyuk

Radnicki NIS

99.9%

Tommaso Biasci

Avellino

99.7%

Noah Joel Sarenren Bazee

Arminia Bielefeld

99.4%

Adrian Dawid Benedyczak

Kasımpaşa

99.3%

Michał Łukowicz

Helmond Sport

99.2%

Daniel Nii Tackie Mensah Welbeck

Brighton

99.0%

Isac Alexi Sivert Lidberg

SV Darmstadt 98

98.8%

Phil Harres

Holstein Kiel

98.7%