Yes, payments is an N=all scenario. Analytics is not, however.
Re:ClickHouse raises $350M Series C
by antisthenes on Thursday May 29, 2025 @06:15PM
(#44130910)
Use-case dependent. For some analytics, you really want to see the tail ends (e.g. rare events) which sampling can sometimes omit or under-represent.
There's nothing Clickhouse does that other OLAP DBs can't do, but the killer feature for us was just how trivially easy it was to replicate InnoDB data into Clickhouse and get great general performance out of the box. It was a very accessible option for a bunch of Rails developers who were moonlighting as DBAs in a small company.