SigNoz offers robust and flexible open-source monitoring with comprehensive observability for various platforms. Integration capabilities with popular tools are seamless, and it performs excellently with large data volumes. The active, supportive community fosters continuous improvement, though new users may face a high learning curve. Limited documentation, occasional performance issues under heavy load, challenging integrations with some third-party services, and the need for stronger community support are notable.
