If you have enough application servers for session sharing to be a problem, you probably already have enough complexity to worry about. Adding sessions to the mix won't change much. If you don't want to add another daemon to your stack, just reuse whatever you were using before, whether it's Memcached, MongoDB, or plain old MySQL.
Gain nothing? Why? Easily preventing CSRF replay attacks count as something, doesn't it?