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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 Ngabi Mokwa Ntusu

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

Viktor Einar Gyökeres

Arsenal

98.8%

Sami Bouhoudane

Jong PSV U21

98.5%

Mathew Antony Stevens

AFC Wimbledon

97.7%

Willem Davnis Louis Didier Geubbels

Paris FC

97.5%

Pape Habib Guèye

Kasımpaşa

97.3%

Daniel Maderner

Grazer AK

97.1%

Rumarn Kameron-Scott Burrell

QPR

96.3%

Andri Lucas Guðjohnsen

Blackburn

95.5%