Lady Neville Recreation Ground was recognised in the South and South East In Bloom awards.
Reigate and Banstead Borough Council also picked up seven Gold awards.
Other Gold winners include Priory Park in Reigate, Redhill Memorial Park and Earlswood Common.
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