JuanMaia I gave up PageSpeed because its benefits are less than what one gets with a good cache and previous optimization of images (not on the fly).
One side effect I hate in PageSpeed + cache is that sometimes the cache layer retains expired PageSpeed URLs, leading to broken layouts and extra stress.
You should test and see with your eyes, but per my experience, you'd better stick with REDIS cache without PageSpeed.