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Developer Tools

Best Runtime Monitoring Software in 2026

Runtime monitoring tools let you observe live applications with traces, error data, profiles, service maps, user activity and logs. Use this list to compare the monitoring signals and deployment platforms that fit your software.

  1. 01 Coroot

    Coroot suits teams seeking self-hosted observability across container, Linux, and Windows environments, especially those needing service maps, profiling, or incident analysis.

    From $1/mo Free plan Open source Web · Windows · Linux · API
    9.4 Visit Specs
  2. 02 Embrace

    Embrace is aimed at frontend and mobile engineers, and also highlights DevOps and SRE teams.

    From $0.80/mo Free plan Web · iOS · Android · API
    9.3 Visit Specs
  3. 03 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
  4. 04 BugSnag

    BugSnag suits development teams monitoring mobile and web applications across multiple platforms.

    Free plan Web · Windows · macOS · Linux
    9.0 Visit Specs
  5. 05 Middleware

    Middleware suits organizations looking for observability across infrastructure, applications, and real-user activity.

    From $0.30/mo Free plan Web · Windows · macOS · Linux
    9.0 Visit Specs
  6. 06 Netdata

    Netdata lists platform engineers, DevOps teams, SREs, developers, system administrators, CISOs, DBAs, network engineers, and MSPs among its audiences.

    From $4.50/mo Free plan Open source Web · Windows · macOS · Linux
    9.0 Visit Specs
  7. 07 Airbrake

    Airbrake suits technical teams monitoring application errors and performance across supported languages and frameworks.

    From $17/mo Free plan Web · iOS · Android · API
    8.9 Visit Specs
  8. 08 Alibaba Cloud ARMS RUM
    From $0.02/mo Web · Windows · macOS · iOS
    8.9 Visit Specs
  9. 09 Backtrace
    From $50/mo Free plan Web · Windows · macOS · Linux
    8.8 Visit Specs
  10. 10 AppSignal

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

    From $23.25/mo Free plan Web · API
    8.6 Visit Specs
  11. 11 Hypertrace
    Free plan Web · Windows · Linux · Self-hosted
    8.6 Visit Specs
  12. 12 LogRocket

    LogRocket suits teams investigating user issues across web and native mobile sessions, especially those who want replay alongside analytics and error monitoring.

    From $176/mo Free trial Web · iOS · Android · API
    8.6 Visit Specs
  13. 13 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
  14. 14 eG Enterprise

    IT operations, architects, SREs, SMEs, DevOps personnel, and developers needing application, infrastructure, and user-experience monitoring.

    From $100/mo Free trial Web · Windows · Linux · Self-hosted
    8.5 Visit Specs
  15. 15 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
    8.5 Visit Specs
  16. 16 Azure Application Insights

    Application Insights suits teams that need telemetry collection, usage analytics, and diagnostics for applications across supported workloads.

    Web · Windows · Linux · iOS
    8.4 Visit Specs
  17. 17 Coralogix APM
    From $0.16/mo Free trial Web · API
    8.4 Visit Specs
  18. 18 GlitchTip
    From $15/mo Free plan Web · API · Self-hosted
    8.4 Visit Specs
  19. 19 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
    8.3 Visit Specs
  20. 20 groundcover

    It suits teams monitoring production environments that want to collect telemetry without manual instrumentation.

    From $30/mo Free plan Web · Linux · Self-hosted
    8.3 Visit Specs
  21. 21 Pinpoint
    Free plan Web · Windows · Self-hosted
    8.2 Visit Specs
  22. 22 Exceptionless

    Exceptionless suits teams that need real-time application error, feature, and log reporting across its listed application types.

    From $15/mo Free trial Web · API · Self-hosted
    8.1 Visit Specs
  23. 23 Honeybadger

    It suits web application teams that want errors, logs, uptime and scheduled-job monitoring together.

    From $26/mo Free plan Web · API
    8.1 Visit Specs
  24. 24 Jaeger

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

    Free plan Web · Windows · macOS · Linux
    8.1 Visit Specs
  25. 25 Parca

    Parca suits teams that want to profile production systems and query profiles across processes or code versions.

    Free plan Web · Linux · API · Self-hosted
    8.1 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).

When selecting a tool, verify coverage for web, API, Linux, Windows, self-hosted or iOS environments, then review free plans, trial lengths and paid entry prices. If source availability affects deployment, look for an open-source option.

Compare Coroot and Embrace Get a place on this list

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