Has this been shown to be true? Or just anecdotal?

Anecdotal from my own experience. But someone might have done a study by now: they are much cheaper and quicker to run on AIs than on undergrad students (yet alone professional devs).

Also pre-AI: when I set up nice property tests, I could develop much better even while a bit tired.