Introduction to Uptrace and OpenTelemetry

What is Uptrace?

Uptrace is an OpenTelemetry tracing tool that monitors performance, errors, and logs. It collects tracesopen in new window, aggregates and processes them to help you pinpoint failures and find performance bottlenecks.

What is OpenTelemetry?

OpenTelemetryopen in new window is an open source and vendor-neutral API for distributed traces (including logs and errors) and metrics. It specifies how to collect and export telemetry data. With OpenTelemetry, you can instrument your application once and then add or change vendors without changing the instrumentation.

OpenTelemetry is available for most programming languages and provides interoperability across different languages and environments.

How Uptrace works?

Uptrace uses OpenTelemetry to collect telemetry data such as traces, errors, and logs. To get started, you can install OpenTelemetry distroopen in new window configured to work with Uptrace.

Uptrace natively supports OpenTelemetry protocol and does not require OpenTelemetry Collectoropen in new window.

Uptrace stores the data in blazingly fast and efficient ClickHouse database which, when compared with Elasticsearch or Cassandra, allows to significantly reduce storage requirements and improve query performance.

Lastly, Uptrace comes with Vue-based UI that helps you analyze application performance using a fast and intuitive query language.

loading icon

Why not ...?

See Open source distributed tracing tools for details.


Zipkin does not support ClickHouse and requires OpenTelemetry -> Zipkin transformation to convert data between different protocols.

Also, Uptrace has more feature-rich query language.


Jaeger requires a plugin to work with ClickHouse. Because Jaeger supports multiple storages, the ClickHouse database schema and the plugin communication protocol are sub-optimal.

Also, Uptrace has more feature-rich query language.


SkyWalking does not support ClickHouse and OpenTelemetry.

The official demo is sluggish and buggy so it is hard to compare.

What's next?

Next, get started by installing Uptrace and ClickHouse database.

Last Updated: