The OpenTelemetry Collector offers a vendor-agnostic implementation of how to receive, process and export telemetry data. It removes the need to run, operate, and maintain multiple agents/collectors. This works with improved scalability and supports open source observability data formats (e.g. Jaeger, Prometheus, Fluent Bit, etc.) sending to one or more open source or commercial back-ends. The local Collector agent is the default location to which instrumentation libraries export their telemetry data.
- Usability: Reasonable default configuration, supports popular protocols, runs and collects out of the box.
- Performance: Highly stable and performant under varying loads and configurations.
- Observability: An exemplar of an observable service.
- Extensibility: Customizable without touching the core code.
- Unification: Single codebase, deployable as an agent or collector with support for traces, metrics, and logs (future).
When to use a collector
For most language specific instrumentation libraries you have exporters for popular backends and OTLP. You might wonder,
under what circumstances does one use a collector to send data, as opposed to having each service send directly to the backend?
For trying out and getting started with OpenTelemetry, sending your data directly to a backend is a great way to get value quickly. Also, in a development or small-scale environment you can get decent results without a collector.
However, in general we recommend using a collector alongside your service, since it allows your service to offload data quickly and the collector can take care of additional handling like retries, batching, encryption or even sensitive data filtering.
It is also easier to setup a collector than you might think: the default OTLP exporters in each language assume a local collector endpoint, so if you launch a collector it will automatically start receiving telemetry.
Status and releases
Collector components differ in their maturity levels. Each component has its
stability documented in its
README.md. You can find a list of all available
collector components in the registry.
Patterns you can apply to deploy the OpenTelemetry collector
How to manage your OpenTelemetry collector deployment at scale
Recommendations for troubleshooting the collector