📋 Span Analysis
23 tools compared
🔧 Tools in Span Analysis
Middleware
An AI-native observability platform designed to help developers troubleshoot faster using natural language.
Aspecto
An OpenTelemetry-based observability platform that helps developers find and fix issues in their distributed applications.
SigNoz
An open-source APM and observability tool that provides metrics, traces, and logs in a single application.
Sentry
A developer-first application monitoring platform that helps developers see what actually matters, solve quicker, and learn continuously.
Grafana Tempo
A high-scale distributed tracing backend from Grafana Labs that is deeply integrated with Grafana, Prometheus, and Loki.
Instana
An automated Application Performance Monitoring (APM) solution, now part of IBM, designed for microservices and cloud-native applications.
Coralogix
A full-stack observability platform that uses a unique streaming data pipeline to analyze data in-stream.
Honeycomb
An observability platform for engineering teams to visualize, understand, and debug complex application systems.
Lightstep
An observability platform, now part of ServiceNow, that provides deep insights into distributed systems.
Dynatrace
An all-in-one platform that delivers precise answers about the performance and security of applications.
Elastic APM
An application performance monitoring system built on the Elastic Stack (ELK Stack).
Jaeger
An open-source, end-to-end distributed tracing system that helps you monitor and troubleshoot transactions in complex distributed systems.
AppDynamics
An application performance management and IT operations analytics company, now part of Cisco.
Logz.io
A cloud observability platform based on open source tools like ELK, Prometheus, and Jaeger, with added AI/ML capabilities.
Datadog
A monitoring, security and analytics platform for developers, IT operations teams, security engineers and business users.
New Relic
A comprehensive observability platform that provides full-stack analysis of your applications, infrastructure, and user experience.
Splunk
A data platform that powers enterprise observability, unified security and limitless custom applications.
Google Cloud Trace
A distributed tracing system that collects latency data from your applications and displays it in the Google Cloud Console.
Azure Monitor
A comprehensive solution for collecting, analyzing, and acting on telemetry from your cloud and on-premises environments.
Zipkin
An open-source distributed tracing system that helps gather timing data needed to troubleshoot latency problems in microservice architectures.
AWS X-Ray
A service that helps developers analyze and debug production, distributed applications, such as those built using a microservices architecture.
Uptrace
An open-source APM tool that supports distributed tracing, metrics, and logs. Can be installed in minutes.
Hypertrace
An open-source observability platform that provides distributed tracing, service maps, and more, with a focus on being developer-centric.