What's new in ClickStack - March 2026
Blog post from ClickHouse
The March edition of What's New in ClickStack highlights a range of enhancements, including deeper event analysis with Event Deltas, expanded SQL chart support with Grafana-style template macros, and improved dashboard organization. Notable updates include the introduction of AI Notebooks for investigating logs and metrics, and important changes to Event Deltas for more effective root cause analysis, such as always-on attribute distribution and refined attribute scoring. The platform now supports raw SQL in various chart types, allowing for more complex queries, and introduces sample-aware aggregations to address statistical accuracy in sampled datasets. Additionally, ClickStack has improved dashboard management with a template gallery and listing pages for easier navigation, added the ability to mark dashboards and searches as favorites, and enhanced dashboard filters for more flexible and performant use. In local mode, dashboards and searches can now persist using browser localStorage, and an expanded range of chart display units has been introduced to better present metrics.