I think it’s unlikely a theme issue, it should be a cache issue.
I compared the site before/after switching theme, some of the CSS from stackable is missing which cause the layout problem.
If it happens next time, try clear cache and disable your cache plugin first.
There might be some conflicts between your cache plugin and stackable.
I would recommend contacting with stackable support to see if they have recommendation on how to configure the cache plugin.