Ok sorry for assuming that the problem was durability / reliability.

If MongoDB has no write concurrency MySQL is simply better from this point of view for your use case as far as I understand, but I'm not very good at MongoDB.

Btw Redis will get Virtual Memory in a few months, I hope you can reconsider it later ;)