Clickhouse is winning the Observability Wars

ClickHouse handles massive log volumes with columnar storage that reads only queried columns instead of full rows like row-oriented databases. This architecture enables 10 to 14 times compression ratios compared to standard systems while scaling linearly from one terabyte daily up to ten terabytes without changing system shape or failure modes.