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Words that both alliterate and rhyme may exist, depending on how you define "rhyme" and "alliterate".
Perfect rhyme: match from stressed nucleus to end of the word
Which exact pairs qualify depends on what you mean by "rhyme". Some people in the comments and answers are using a loose definition...