Best OpenTelemetry tools

Receive, process, and route traces, metrics, and logs to one or more observability backends.

Collect and inspect distributed traces from instrumented applications with a self-managed tracing platform.

Instrument applications with agents or OpenTelemetry, then inspect performance, errors, traces, and service context.

Stores and queries continuous application profiles to reveal resource use down to code-level details.

An open-source telemetry collector for gathering, transforming, and exporting logs, metrics, traces, and profiles.

Traces AI agents in production and dispatches coding agents to fix failures.

LLM tracing and quality monitors built around OpenTelemetry instrumentation.

Monitors infrastructure, distributed applications, and user experience through a hosted Splunk service.

Store and search OpenTelemetry traces with a self-hosted backend that can scale from one node to a cluster.

Collect logs, metrics, and traces through OpenTelemetry or cloud integrations, then investigate alert signals in a shared telemetry workspace.