If you enable this option Swift Performance will generate the GZIP version of all cached pages, also will generate the htaccess/nginx rules to enable GZIP compression for static files.
Double GZIP issue
If you see something similar when pages are cached, it means you have double GZIP issue. Disable GZIP in Swift Settings » Caching to solve it