@volanar Thans for the suggestion. After switching to Postgres we are still not getting the better troughput than redis.
@julian Is it possibl to share the any benchmark results of MongoDB.
The only option we have now to go with redis(RDB + AOF) with the above results shared by @venkat123 here

@volanar @julian we are using redis instead of mongoDB now we are seeing better throughout with redis with mongoDB CC: @vinu
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Any suggestions on MongoDB, Redis or Postgress config setting to get better performance.