Does server side rendering actually provide a boost in SEO these days? I know google renders JS apps (would be pretty silly of them to create angular if they didn't) and indexes SPAs, but am unsure on the other search engines.
No. Google and Bing can index JS apps just fine, however many social sites still don't pull the title/descriptions from dynamically generated pages when you click the sharing button.
