in favor with someone is correct because in someone's good books means liked, approved of, or trusted by someone.

This idiom or phrase is useful because it helps students understand the intended meaning beyond the individual words.

Examples: She is in the principal's good books because she works hard. Doing your homework regularly can keep you in your teacher's good books.

This phrase is the opposite of being in someone's bad books.