We just migrated to Clickhouse. We collect monitoring data. So response times from 20+ different location. We are not super duper big but at least 100M+ individual metrics per month. We want to give our users a snappy, interactive dashboard that lets them explore aggregates of that data over time: averages, p99 etc..

That is where a time series DB is very handy