Trace Analytics

SigNoz

Open-source alternative to Datadog, New Relic, and other APMs.

An open-source, full-stack observability platform for monitoring logs, metrics, and traces.

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Sentry

Application monitoring from the frontend to the backend.

A developer-focused tool for error tracking and performance monitoring, including distributed tracing.

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Grafana Tempo

High scale, low cost distributed tracing.

An open-source, high-scale, and cost-effective distributed tracing backend from Grafana Labs.

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Instana

Enterprise Observability and Automated Application Monitoring.

An automated APM and observability platform, now part of IBM, focused on cloud-native applications.

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Lightstep

Now ServiceNow Cloud Observability.

An observability platform, now part of ServiceNow, focused on providing deep insights for complex systems.

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Honeycomb

Understand, debug, and improve production systems.

An observability platform designed for high-cardinality data and exploring complex systems.

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Coralogix

The leading real-time observability platform.

A full-stack observability platform that analyzes logs, metrics, and traces in-stream without indexing.

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Dynatrace

Software intelligence for the enterprise cloud.

An AI-powered, full-stack observability platform with automated distributed tracing.

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Apache SkyWalking

APM for distributed systems.

An open-source APM and observability analysis platform, especially for microservices and cloud-native architectures.

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AppDynamics

Full-stack observability for the enterprise.

An APM and full-stack observability platform from Cisco, focused on business context and performance.

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Jaeger

Open source, end-to-end distributed tracing.

An open-source distributed tracing system for monitoring microservices-based architectures.

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Elastic APM

Application performance monitoring for the Elastic Stack.

An APM solution that is part of the Elastic Stack, providing distributed tracing and performance monitoring.

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Logz.io

Open source observability, delivered as a service.

An observability platform based on open-source tools like ELK, Prometheus, and Jaeger.

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Azure Application Insights

Detect, triage, and diagnose issues in your web apps and services.

An extensible APM service for developers and DevOps professionals, part of Azure Monitor.

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Datadog

Unified monitoring and security for any stack, at any scale, anywhere.

A comprehensive observability platform with powerful distributed tracing capabilities.

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New Relic

The All-in-One Observability Platform.

A full-stack observability platform with powerful distributed tracing and APM capabilities.

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Splunk

The Data-to-Everything Platform.

A platform for searching, monitoring, and analyzing machine-generated data, with APM and tracing features.

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Google Cloud Trace

Distributed tracing system for Google Cloud.

A distributed tracing system that collects latency data from applications and displays it in the Google Cloud Console.

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Sumo Logic

The Continuous Intelligence Platform.

A cloud-native platform for continuous intelligence, offering log analytics, metrics, and tracing.

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Zipkin

A distributed tracing system.

An open-source distributed tracing system that helps gather timing data to troubleshoot latency problems.

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AWS X-Ray

Analyze and debug production, distributed applications.

A distributed tracing service from AWS that helps developers analyze and debug distributed applications.

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Uptrace

OpenTelemetry APM.

An open-source APM tool that uses OpenTelemetry to monitor, alert, and profile applications.

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Hypertrace

An open source distributed tracing and observability platform.

An open-source observability platform for cloud-native applications, providing distributed tracing and service flow maps.

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