would better do是正确的。
拓展:
Would better+动词原形,表示“最好还是...”和 had better+动词原形,一样的意思,但是would better语气上更加委婉。
Would better例句
You would better not believe all what he said.他说的话你可不能全信。
Had better例句
You had better watch out for that guy. 小姑娘,你最好小心那个人。