Random filter does not respect pagination

Is there a workaraound for this problem? For example, do not set a filter or set another.

This is considered "works as designed" for the fully random sort, which is random every time - reload the page and you get a different order, even without changing the page.

There are contrib modules such as https://www.drupal.org/project/views_random_seed → which can help stabilise the random sort.

+1 for merging views_random_seed feature's into core.