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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 Ariss

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

Nikola Miličić

Radnicki 1923

95.0%

Jonjoe Kenny

PAOK

90.2%

Lukas Willen

Zulte Waregem

89.0%

Jaouen Djimmy Hadjam

BSC Young Boys

88.1%

Morgan Paul Poaty

Lausanne

87.5%

Wilguens Paugain

Zulte Waregem

86.6%

Nazım Sangaré

Gaziantep FK

86.2%

Moussa N'Diaye

FC Schalke 04

85.7%