Do collapse keys benefit from document routing?

I have an index with denormalized data that is almost exclusively used with collapse queries. If I configure index routing to use the collapse key, which would keep denormalized sibling documents on the same shard, would we see a performance/memory/latency improvement for searches? The collapse key in question is high cardinality and almost certainly wouldn't result in imbalanced shards.

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