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Distributed Tracing Systems

Platforms for tracking and visualizing request flows across microservices and distributed systems.

25 projects

80,730 contributors

$867M

Most contributors

OpenTelemetry

OpenTelemetry makes robust, portable telemetry a built-in feature of cloud-native software. OpenTelemetry provides a single set of APIs, libraries, agents, and collector services to capture distributed traces and metrics from your application. You can analyze them using Prometheus, Jaeger, and other observability tools.

Contributors

25,061

Organizations

5,247

Software value

$291M

Sentry

Developer-first error tracking and performance monitoring

Contributors

9,880

Organizations

2,777

Software value

$97M

Jaeger

Monitor and troubleshoot transactions in complex distributed systems. As on-the-ground microservice practitioners are quickly realizing, the majority of operational problems that arise when moving to a distributed architecture are ultimately grounded in two areas: networking and observability.

Contributors

5,524

Organizations

1,432

Software value

$48M

Apache SkyWalking

Apache SkyWalking is an application performance monitoring (APM) platform designed for cloud-native architectures, including microservices, containers, and Kubernetes. It provides distributed tracing, metrics collection, service mesh telemetry analysis, and visualization capabilities for modern software systems.

Contributors

3,828

Organizations

391

Software value

$10M

ddtrace

A Python library that provides distributed tracing capabilities for monitoring and troubleshooting applications. It enables automatic instrumentation of Python applications to collect performance data, trace requests across services, and analyze application behavior in distributed systems.

Contributors

2,252

Organizations

568

Software value

$26M

Pinpoint

APM, (Application Performance Management) tool for large-scale distributed systems.

Contributors

1,893

Organizations

202

Software value

$22M

SigNoz

SigNoz is an open-source observability platform native to OpenTelemetry with logs, traces and metrics in a single application. An open-source alternative to DataDog, NewRelic, etc. 🔥 🖥. 👉 Open source Application Performance Monitoring (APM) & Observability tool

Contributors

1,807

Organizations

417

Software value

$27M

Tracing

Tracing is a framework for instrumenting Rust programs to collect structured, event-based diagnostic information. It provides a set of tools for collecting and managing trace data, metrics, and logs across asynchronous and distributed systems.

Contributors

1,701

Organizations

699

Software value

$1.8M

Datadog Trace Client for Ruby

A Ruby library that provides APM (Application Performance Monitoring) and distributed tracing capabilities for Ruby applications, allowing developers to instrument their code and collect detailed performance data through the Datadog monitoring platform

Contributors

1,297

Organizations

382

Software value

$7.3M

Zipkin

Zipkin is a distributed tracing system that helps gather timing data needed to troubleshoot latency problems in service architectures. It manages both the collection and lookup of this data, providing a centralized solution for tracking requests as they flow across multiple services and components.

Contributors

1,157

Organizations

316

Software value

$3.2M

Brave

Brave is a distributed tracing instrumentation library for Java applications that implements OpenZipkin's Zipkin client design. It allows developers to add tracing capabilities to their applications to monitor and troubleshoot latency issues in microservice architectures.

Contributors

616

Organizations

190

Software value

$2.3M