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Best Distributed Tracing Tools in 2026

Distributed tracing tools help you follow requests and inspect interactions across services. Compare OpenTelemetry support, service maps, tail-based sampling, and trace retention to understand which trace-handling capabilities are specified.

  1. 01 Grafana Cloud Application Observability

    It suits software engineers who need to detect application anomalies and investigate root causes using service health and telemetry signals.

    From $0.03/mo Free plan Web · Windows · macOS · Linux
    9.2 Visit Specs
  2. 02 AWS X-Ray

    X-Ray suits teams that need request tracing across application services and AWS resources.

    Free plan Web · Windows · macOS · Linux
    9.0 Visit Specs
  3. 03 Honeycomb

    The Free plan is described for testing and individual projects; Pro is aimed at teams with a production application.

    From $150/mo Free plan Web · iOS · Android · API
    8.6 Visit Specs
  4. 04 Hypertrace
    Free plan Web · Windows · Linux · Self-hosted
    8.6 Visit Specs
  5. 05 Uptrace

    Uptrace offers a self-hosted Community edition described for individuals, Starter for side projects, Team as a production default and Business for reliability and compliance.

    From $39/mo Free plan Open source Web · Windows · macOS · Linux
    8.6 Visit Specs
  6. 06 AppSignal

    AppSignal suits developers and teams that need cloud monitoring across errors, performance, logs, and traces.

    From $23.25/mo Free plan Web · API
    8.5 Visit Specs
  7. 07 Apache SkyWalking

    SkyWalking suits teams that want a self-hosted view of cloud-native services and AI workload telemetry.

    Free plan Web · Windows · macOS · Linux
    8.4 Visit Specs
  8. 08 Tencent Cloud Application Performance Management

    It suits teams diagnosing performance and errors across microservices and other application architectures.

    Free trial Web · Linux · API · Self-hosted
    8.4 Visit Specs
  9. 09 Pinpoint
    Free plan Web · Windows · Self-hosted
    8.2 Visit Specs
  10. 10 SigNoz

    SigNoz suits engineering teams monitoring applications and infrastructure across logs, metrics, traces, and exceptions.

    From $19/mo Free plan Web · iOS · Android · API
    8.1 Visit Specs
  11. 11 Jaeger

    It suits teams operating distributed systems that can deploy and manage self-hosted tracing infrastructure.

    Free plan Web · Windows · macOS · Linux
    8.0 Visit Specs
  12. 12 Baselime
    Free plan Web · API
    7.9 Visit Specs
  13. 13 SolarWinds Observability
    From $5/mo Free trial Web · Windows · Linux · API
    7.9 Visit Specs
  14. 14 Google Cloud Trace
    From $0.20/mo Web · Linux · API
    7.8 Visit Specs
  15. 15 Grafana Cloud Traces
    Free plan Web · API
    7.8 Visit Specs
  16. 16 Hubble
    Free plan Web · Windows · macOS · Linux
    7.8 Visit Specs
  17. 17 Tracekit
    From $24/mo Free plan Web · API
    7.8 Visit Specs
  18. 18 Tracetest

    It is aimed at developers and QA engineers building distributed microservice systems, including teams using Go, Rust, Node.js, or Python.

    Free plan Web · Windows · macOS · Linux
    7.8 Visit Specs
  19. 19 Sematext Tracing

    It suits teams monitoring instrumented microservices that want trace search, service maps, and latency or error alerts.

    Free trial Web · Windows · macOS · Linux
    7.7 Visit Specs
  20. 20 DataBuff
    Web · API · Self-hosted
    7.6 Visit Specs
  21. 21 Pixie

    Pixie suits developers who need observability and debugging for supported Kubernetes environments and can run Linux nodes.

    Free plan Web · Linux · Self-hosted
    7.6 Visit Specs
  22. 22 Sentry Performance

    Sentry Performance suits developer-focused teams diagnosing application slowdowns or tracing latency and errors across services.

    Free plan Web · iOS · Android · API
    7.6 Visit Specs
  23. 23 Grafana Alerting
    From $0.03/mo Free plan Web · Windows · macOS · Linux
    7.5 Visit Specs
  24. 24 OpenZipkin
    Free plan Web · Self-hosted
    7.4 Visit Specs
  25. 25 Alibaba Cloud Managed Service for OpenTelemetry
    From $0.06/mo Web
    7.0 Visit Specs
How this list is ordered. Specifiction scores each tool on how fully its maker documents it, whether its prices are published, where the research puts it, the platforms it runs on and whether it can be tried for free (how we rank). Makers can also buy a numbered place (how Specifiction is paid for).

Deployment model and pricing basis offer additional points of comparison, while free-plan availability and paid-from pricing help frame costs. Uptrace, Honeycomb, and SigNoz are among the options shown; Grafana Cloud Application Observability is also included. Consider how you plan to deploy tracing and what service visibility and retention details matter for your work, then weigh those needs against the listed options.

Compare Grafana Cloud Application Observability and AWS X-Ray Get a place on this list

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