Problem came back and now I have managed to resolve it:
When you have the same problem you probably use a cache plugin. In my case it is the WP Fastest Cache plugin. There’s a workaround at http://www.wpfastestcache.com/tutorial/visual-composer-post-grid-problem/ which solves the problem. 🙂