We haven't tested on workloads like that, but I can't think of anything that would prevent this workload from working well. The idea behind Rethink's architecture is to eventually allow people to run full analytics on the same cluster as their live app. Currently we're optimizing for online-type queries, but you can run analytics queries too, it's just that we haven't given the optimizer enough love on that front yet.