Maxime, forgot to mention, you can also distribute the load out by 
increasing the shard count and adding more nodes. But precomputing the 
field is probably the quickest way to improve that performance. Keep in 
mind that unlike SQL, ES aggregations may return approximate metrics if you 
have more than 1 shard.

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