AI Humanizer vs Paraphrasing Tool: What's the Difference?

Paste the same paragraph into a paraphraser and a humanizer and you might get similar-looking results. They're built for different jobs, though, and using the wrong one is a common reason people end up unhappy with the output.
Paraphrasers change the words
A paraphrasing tool rewords a sentence while keeping its meaning: swapping synonyms, reordering clauses, changing voice. It's useful when you're summarising a source in your own words (with a citation), avoiding repetition, or simplifying a dense sentence. Its unit of work is usually the sentence.
Humanizers change the feel
A humanizer is aimed at text that already reads as machine-written. Rewording each sentence doesn't fix that, because the giveaway is in the overall pattern: even rhythm, predictable structure, stock transitions and generic phrasing. A humanizer works on the whole passage, varying sentence length, restructuring paragraphs and adjusting the register to fit what you're writing.
Which do you need?
If you wrote the text and just want it phrased differently, use a paraphraser. If a model drafted it and it sounds like one, use a humanizer, then read the result and add your own details.
One thing neither does
Neither tool makes someone else's work yours. Paraphrasing a source without citing it is still plagiarism, and rewriting AI text doesn't change whether you're allowed to submit it. Use both for what they're good at: clearer, more natural writing.