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I think Pinot has more focus on real-time stuff, the ones you listed would be more in the data warehouse category


I’ve used Snowflake and ClickHouse, at least, in near-real-time settings. I think you’re right that Pinot (and Druid/ClickHouse) are more suitable for this than the others, though.




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