To prevent showModalBottomSheet from rebuilding when scrolling, consider avoiding the direct use of FutureBuilder within it. Instead, fetch the data once before opening the modal, cache the result, and pass it as an argument to the showModalBottomSheet. This approach ensures data is read only once, minimizing rebuilds and improving performance.