How Canva handles 3 million logs per second with ClickHouse

Mark Needham

Canva is a $42 billion graphic design platform with 240 million users. Their observability pipeline pushes 3 million logs and spans per second into ClickHouse. This short breakdown covers the three specific changes that made that pipeline fast and cost-effective.

→ Read the blog post

• Push batching to the OTEL collector layer rather than handling it inside ClickHouse
• Design your sorting key around the queries you actually run — Canva used service name, span name, and timestamp to match Jaeger's filters
• For event-driven log ingestion (Kinesis + Lambda), async inserts eliminate blocking and guarantee reliability
• The payoff: 14x compression ratio, 70% storage cost savings, and trace searches that now complete in 2.5 seconds instead of 30