Some of the cache plugins may just utilize page output caching, but IMO if you're spinning up your language runtime (Ruby, PHP, Python, Java, .NET) just to do page caching, you've already lost. Varnish and even built in Web Server caching can be far more efficient.

It's better to use the language runtime for more specific caching inside your application logic and for smarter cache expiration.