Ironically, when Singin' in the Rain was released in 1952, it was a moderate success, but critics at the time preferred The Greatest Show on Earth (which won Best Picture that year). It did not win a single Academy Award. In fact, it was barely nominated.
Singin' in the Rain: The Timeless Masterpiece of Hollywood Magic Singin- in the Rain