The most successful Harry Potter book, based on sales figures, is Harry Potter and the Sorcerer's Stone (or Philosopher's Stone in the UK).
It's the first book in the series and introduced the world to Harry, Ron, Hermione, and the magical world they inhabit. Its success launched the entire franchise, making it a cultural phenomenon.