Clickhouse Analytics

Load a production-shaped event dataset into ClickHouse, including duplicates, late arrivals, and the dimensions analysts filter most. Run a fixed query suite and compare totals against an independent calculation. Measure ingestion speed, storage growth, and concurrent query latency over time.

An analytics database is not judged by one fast scan. Define retention, schema changes, backups, and access controls, then rehearse a restore. Choose it when the team can explain and operate the full data path.