Note that in the beta, reconfiguring tables over servers on rotational disks can be slow https://github.com/rethinkdb/rethinkdb/issues/4279 . If you store large documents, you might also see some increases in memory usage during backfills https://github.com/rethinkdb/rethinkdb/issues/4474 . We're going to address both of these issues before the final release.