What arguments are there for and against load-balancing mimir with shared hardware?

Hey there, more of a general question here.

Does it make sense to run multiple mimir instances behind a load-balancer, like in the example “play-with-mimir” repo on a single server? Or would you stick to one instance here and disregard the load balancer altogether?