The advantage of using a distroless container is that in the case of a remote code execution vulnerability the attacker cannot open a shell because there are no shells installed in the container. This makes an attack against the server much harder to achieve, but can also make running something like kubectl exec <your soketi pod> -- /bin/bash harder to debug since, again, there is no shell available within the container.