If you run without replicas for any index loss of a node will result in the shards held solely by that node to be lost. You may have to restore from backups. If nodes on the other hand are temporarily unavailable, e.g. due to long GC, you may get partial or severely delayed responses. Any search will also hit a larger portion of shards on each node if you have no replicas, which can impact search performance.
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