gaffe vs slip of the tongue

gaffe

noun

  • A foolish and embarrassing error, especially one made in public. 

slip of the tongue

noun

  • A mistake in speech. 

How often have the words gaffe and slip of the tongue occurred in a corpus of books? (source: Google Ngram Viewer )