The best SigNoz alternatives

This service suits software engineers who need to detect application anomalies, investigate causes, and fix problems.

Uptrace suits teams that need to query and monitor traces, metrics, and logs together.

APM suits teams that need to follow requests across microservices and inspect application performance, errors, and dependencies.

Honeycomb may suit individuals testing observability or teams debugging production applications with telemetry.

AWS X-Ray suits teams that need to trace requests across AWS resources and other services, inspect latency, and analyze application behavior.

Hypertrace is aimed at infrastructure, service, and deployment teams investigating failed requests, service overload, or changes in performance…

AppSignal suits developers monitoring application errors, performance, logs, and traces across its supported languages.

Jaeger suits engineering teams troubleshooting distributed systems with trace data, dependency views, performance metrics, and configurable sampling.

Sematext Tracing suits teams monitoring instrumented microservices or distributed systems that use OpenTelemetry-compatible tracing.

Sentry Performance suits developer teams diagnosing application slowdowns and tracing requests across distributed systems.

It is suited to developers and QA engineers working on distributed systems and microservices, including projects built with Go, Rust, Node.js, or…

SkyWalking suits teams that need observability across cloud-native infrastructure, services, or AI workloads and can manage a self-hosted deployment.

Pixie suits developers who need observability and debugging tools for supported Kubernetes environments.

Pinpoint suits teams managing distributed Java, PHP, or Python applications that need transaction tracing and topology views.

Grafana Cloud Traces suits teams that need to follow request flows and investigate performance issues using distributed traces.