Haven't used AWS/Google yet for the same set up, we've customized the Azure set up to include tens of TBs of disk space, over 100 compute nodes with quite a bit of RAM. I'd say for any reasonably sized start up or company, it's a good choice - plus the Mesosphere stack also helps avoiding lock-in to one vendor. (would love to see them making multi-cloud tooling)