I am wondering why not all websites enabling this great feature GZIP?

If most of the content is static, I see no reason why there would be increased computation required for every request. It's far simpler to compress the content once, cache the result, and then serve that cached version for subsequent requests. Then you get the benefit of reduced bandwidth requirements without the extra CPU load.