Full platforms
SigNoz unifies metrics, traces, and logs on OpenTelemetry. Grafana unifies metrics, logs, traces, and profiles. Apache SkyWalking traces and monitors applications with eBPF on Kubernetes. HyperDX unifies session replay, logs, traces, and metrics on ClickHouse, and Uptrace and Coroot are other OpenTelemetry and eBPF platforms.
Metrics and infrastructure
Netdata gives real-time monitoring with zero configuration. Prometheus is a CNCF metrics system, so it does not cover logs or traces. Checkmk and Icinga cover infrastructure monitoring, and GreptimeDB is a database for metrics, logs, and traces.
Errors and replay
Bugsink and GlitchTip are self-hosted error trackers compatible with Sentry SDKs. OpenReplay offers self-hosted session replay and product analytics.
Narrow scope
OpenLLMetry and Helicone cover LLM applications, Logfire targets Python and only its SDK is open, Elementary Data observes dbt pipelines, and ProjectDiscovery is a vulnerability scanner, not APM.
Important: licenses
Maple uses the Functional Source License (FSL-1.1), Bugsink uses PolyForm Shield, and Grafana, Uptrace, and OpenReplay are AGPL-3.0. SigNoz has enterprise directories.
Maintenance status
Most had commits within days or weeks of this update.