The former Oasis rocker praised the animated group - masterminded by his former bitter chart rival Damon Albarn - as they collected the Band of the Year accolade at the star-studded ceremony at London's Royal Opera House.
Noel told The Sun newspaper: "Gorillaz definitely deserve some kind of award - if only for having 104 people on stage at Glastonbury. What a f***ing rider that must've been to organise."
Noel was at the ceremony to hand veteran Kinks frontman Ray Davies an Outstanding Achievement award.
Controversial US rocker Alice Cooper, who was sitting next to him at the awards spoke of the influence Ray had on his career.
He said: "It was British bands like The Beatles, The Rolling Stones and The Kinks that got me into music. Ray is the man who made me want to write songs. I learned everything I know from analysing his songs."
Though the ceremony honours high-profile men, actress Gemma Arterton also picked up a gong at the bash, taking home the International Woman of the Year trophy.
Full list of GQ Men of the Year awards winners:
Outstanding Achievement - Ray Davies
Solo Artist of the Year - Dizzee Rascal
International Woman of the Year - Gemma Arterton
International Man of the Year - Jon Hamm
Band of the Year - Gorillaz
Actor of the Year - Matt Smith
Sportsman of the Year - Ryan Giggs
Comedian of the Year - James Corden
Chef of the Year - Heston Blumenthal
Editor's Special - Jason Statham
Most Stylish Man of the Year - Aaron Johnson
Politician of the Year - David Cameron
Designer of the Year - Giorgio Armani
Alfred Dunhill Cultural Icon - Anish Kapoor
Breakthrough Talent of the Year - Ed Westwick
Writer of the Year - Martin Amis
Newspaper Editor of the Year - Simon Kelner
Entrepreneur of the Year - Nick Jones