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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·79 total competitions·Hybrid editorial + research desk

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Similar players for de Ligt

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

Aymeric Jean Louis Gérard Alph Laporte

Athletic Club

89.5%

Sepp van den Berg

Brentford

85.0%

Addji Keaninkin Marc-Israel Guéhi

Crystal Palace

84.8%

Maxence Guy Lacroix

Crystal Palace

79.8%

Jacob Harry Maguire

Manchester United

73.6%

Joseph Peter Rodon

Leeds

72.6%

Rafael Marín Zamora

Villarreal

68.4%

Jaka Bijol

Leeds

65.1%