Generally by default CDNs don't necessarily cache anything. They just (try to) respect the cache headers that the developer provides in the response from the origin web server

So it's still up to the developer to provide the correct headers otherwise you don't get too much of a benefit

That said some of them will do some default caching if it is recognized as a static file etc