Perez won the Liga Adelante's breakthrough player gong, as well being named the Segunda Division's best attacking midfielder.
Perez, who opened his Newcastle account in Sunday's 2-1 win over Tottenham, scored 16 times in 34 appearances for Tenerife last term.
He told NUFC TV: "I'm really, really proud to be part of the names (in Madrid), because the awards are for players in the Primera and Segunda so it's a very important awards ceremony."
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