Kuberay advantages

Hi,
I wondered what the difference/(dis-)advantage of launching a Ray Cluster directly on AWS versus working with kuberay as a deployment operator in between is? Like I thought the cluster also distributes ressources among its workers automatically. So how does the Kuberay make a different here?
Cheers!

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