we've been pretty happy with just a Clickhouse DB and sending metrics directly from api servers to Clickhouse HTTP https://clickhouse.com/docs/en/interfaces/http . Hook up Grafana and you have a nice raw SQL (our team loves SQL) Grafana dashboard.