SigNoz

Consolidates logs, metrics, and traces into a single interface, enabling correlated debugging as highlighted in the 'Why SigNoz?' section for richer context.

Built natively on the open standard, avoiding vendor lock-in and supporting a wide range of languages and frameworks, ensuring future-proof compatibility.

Uses ClickHouse for fast, optimized querying and storage, as evidenced in benchmarks showing 50% lower resource usage compared to Elastic for logs.

Provides an open-source solution that can replace expensive commercial tools like Datadog, reducing monitoring costs while offering similar core features.