Html5 Cache Manifest for Online Page Load Speed

Just want to test if manifesting cache can help improve page load speed on the internet.
From what I google about this cache manifest, it allows web pages to load offline (resources like css, js and img loaded from the cache based on the manifest)
Is there a difference if I implement the cache manifest to my page and load the page online, but resources are loaded from the cache based on the installed manifest?