How can I get response time for each index or shard

Dear ES community members:
I am now trying to monitor some query performance on ES. After I run the query I can only get the total time took for this response. Is there a way or api, i can use to get the response time for the each index or shard, instead of the total time for all index.
It likes when you run a query on Kibana search profiler, and you can get some stat for each indexes.

Thanks

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