We migrated our application from Table Storage to Cosmos DB Table API.
After the migration, we discovered that queries against any collection that are only against Partition Key take a lot of time to run . For example this query:

took 5 minutes to run and 5k RUs on the successful request but it generated lots of 429) while this query:

ran in 0.695 miliseconds and request charge was 5.72 RUs.

We tried several things on the indexing part (although, I thought indexing will work out of the box like Storage does).
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Could someone explain this behavior?