Why is performance the most important thing? Use <li>only if you want to mark the list, use <div>for sections / blocks of information.
Some browsers typically display <li>as bulleted list items; if you really want to talk about performance, most likely it will be a hit to browser performance in order to erase the list styles from these elements using CSS anyway.
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