The benefit of a visual medium is being able to show the punchline without actually having it spelled out in text.

It’s redundant and clunky, often using a cliche line, like “I should have known _____.” or “Really? You just had to ________?” or “wow, ______, why am I not surprised?”

Use the art to make the joke.