🔧 Tools in Span Analysis

Middleware

AI-Native Observability Platform.

An AI-native observability platform designed to help developers troubleshoot faster using natural language.

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Aspecto

Troubleshoot distributed applications with ease.

An OpenTelemetry-based observability platform that helps developers find and fix issues in their distributed applications.

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SigNoz

Open source observability platform. An open source alternative to DataDog, New Relic, etc.

An open-source APM and observability tool that provides metrics, traces, and logs in a single application.

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Sentry

Application monitoring from the frontend to the backend.

A developer-first application monitoring platform that helps developers see what actually matters, solve quicker, and learn continuously.

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Grafana Tempo

An open source, high-scale, and minimal-dependency distributed tracing backend.

A high-scale distributed tracing backend from Grafana Labs that is deeply integrated with Grafana, Prometheus, and Loki.

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Instana

Enterprise Observability and Application Performance Monitoring.

An automated Application Performance Monitoring (APM) solution, now part of IBM, designed for microservices and cloud-native applications.

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Coralogix

The leading real-time observability platform.

A full-stack observability platform that uses a unique streaming data pipeline to analyze data in-stream.

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Honeycomb

Understand, debug, and improve production systems. Fast.

An observability platform for engineering teams to visualize, understand, and debug complex application systems.

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Lightstep

Clear, confident, and comprehensive observability.

An observability platform, now part of ServiceNow, that provides deep insights into distributed systems.

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Dynatrace

Software intelligence for the enterprise cloud.

An all-in-one platform that delivers precise answers about the performance and security of applications.

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Elastic APM

One stack for observability and security.

An application performance monitoring system built on the Elastic Stack (ELK Stack).

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Jaeger

Open source, end-to-end distributed tracing.

An open-source, end-to-end distributed tracing system that helps you monitor and troubleshoot transactions in complex distributed systems.

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AppDynamics

Full-stack observability for the enterprise.

An application performance management and IT operations analytics company, now part of Cisco.

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Logz.io

The Open 360™ Platform for AI-powered log, metrics and trace analytics.

A cloud observability platform based on open source tools like ELK, Prometheus, and Jaeger, with added AI/ML capabilities.

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Datadog

Modern monitoring & security. See inside any stack, any app, at any scale, anywhere.

A monitoring, security and analytics platform for developers, IT operations teams, security engineers and business users.

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New Relic

The New Relic observability platform is everything you need to see, understand, and improve your software.

A comprehensive observability platform that provides full-stack analysis of your applications, infrastructure, and user experience.

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Splunk

The Key to Enterprise Resilience.

A data platform that powers enterprise observability, unified security and limitless custom applications.

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Google Cloud Trace

Distributed tracing system for Google Cloud.

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

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Azure Monitor

Full observability into your applications, infrastructure, and network.

A comprehensive solution for collecting, analyzing, and acting on telemetry from your cloud and on-premises environments.

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Zipkin

A distributed tracing system.

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

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AWS X-Ray

Analyze and debug production, distributed applications.

A service that helps developers analyze and debug production, distributed applications, such as those built using a microservices architecture.

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Uptrace

OpenTelemetry APM. All-in-one tool to debug and monitor your apps.

An open-source APM tool that supports distributed tracing, metrics, and logs. Can be installed in minutes.

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Hypertrace

An open source distributed tracing and observability platform.

An open-source observability platform that provides distributed tracing, service maps, and more, with a focus on being developer-centric.

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