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Best Continuous Profiling Tools in 2026
Continuous profiling tools help you examine application behavior as it runs, giving you data to investigate performance over time. Compared on profiling types, language support and source map support, the entries can be assessed against the applications and development stack you work with. Continuous alerts and data retention are also relevant to how you surface and review profiling data. Deployment model, free-plan availability and paid starting prices add operational and cost context. Guance Container Monitoring, Middleware and Grafana Cloud Application Observability are among the options to compare. Use the listed fields to consider what you need to profile and how you want to work with the data.
- 30 apps
- Research read 23 Sept 2026
- How the order is worked out
- 1
Coroot
Free plan Open source APILinuxSelf-hosted+2Choose Coroot if you need self-hosted observability with service maps, tracing, profiling and incident analysis.
- 2
Alibaba Cloud ARMS RUM
Free plan AndroidAPIiPhone+3Alibaba Cloud ARMS RUM covers several core monitoring areas and specifies a 90-day retention period.
- 3
Amazon CodeGuru Profiler
Free plan APILinuxSelf-hosted+1Choose Amazon CodeGuru Profiler for supported Java, JVM, or Python applications when continuous profiling, flame graphs, and method recommendations fit the work.
- 4
Blackfire.io
Free plan APIExtensionLinux+3Choose Blackfire.io if you need profiling and performance analysis for PHP or Python across application stages, with pipeline integrations.
- 5
Google Cloud Profiler
Free plan APILinuxSelf-hosted+1Cloud Profiler provides production CPU and memory profiles with source-code attribution and a console for analysis. Check language-specific availability, retention, and quotas against your needs.
- 6
Grafana Cloud Application Observability
Free plan AndroidAPIExtension+5Grafana Cloud Application Observability brings several telemetry types and service-level views together for application investigation.
- 7
Metoro Kubernetes Profiling
Free plan APILinuxSelf-hosted+1Metoro links low-overhead, continuous profiling with application and Kubernetes context, and supports several deployment models.
- 8
Middleware
Free plan AndroidAPIExtension+5Middleware covers a broad set of monitoring and observability products, with a free plan and a usage-billed option. Check the plan limits and retention period against your needs.
- 9
OneUptime
Free plan APILinuxSelf-hosted+1OneUptime brings service monitoring and incident response together, with both hosted plans and self-hosted deployment options.
- 10
Parca
Free plan APILinuxSelf-hosted+1Parca provides self-hosted profile collection and query tools, with web and Grafana visualization options. Before using its Agent, account for the Linux kernel and privileged-access requirements.
- 11
Pixie
Free plan LinuxSelf-hostedWebPixie provides Kubernetes telemetry collection and script-based debugging, with both hosted and self-hosted deployment options.
- 12
Zymtrace
Free plan APILinuxSelf-hosted+1Zymtrace combines whole-system CPU profiling with detailed GPU analysis and monitoring. Linux-only support and trial-limited GPU profiling on Basic are important constraints to consider.
- 13
Grafana Alerting
Free plan LinuxMacWeb+1 - 14
Sentry Continuous Profiling
Free plan AndroidAPIExtension+6Sentry offers continuous backend profiling alongside UI profiling for mobile and browser applications. Teams should account for the performance-monitoring prerequisite and profile-hour billing model.
- 15
OpenTelemetry eBPF Profiler
Free plan LinuxSelf-hostedChoose it if you need self-hosted, whole-system Linux profiling across native code and multiple runtimes without modifying the profiled applications.
- 16
Dynatrace Continuous CPU Profiling
Free trial LinuxSelf-hostedWeb+1Dynatrace combines continuous production profiling with detailed hotspot and execution breakdowns.
- 17
Pyroscope
Free plan LinuxMacWeb+1Pyroscope offers application profiling across a broad list of languages and includes a free tier. Pro adds a $19/mo platform fee, with additional usage billed separately.
- 18
Dash0
Free trial APISelf-hostedWebDash0 brings correlated telemetry, service maps, and triage into an OpenTelemetry-native APM offering. Review the listed usage-based charges and trial terms when considering it.
- 19
FusionReactor
Free trial APILinuxMac+3Choose FusionReactor if you need detailed monitoring and profiling for Java or ColdFusion applications, with on-premise deployment or OpenTelemetry export.
- 20
Coralogix APM
Free trial APIWebCoralogix APM combines OpenTelemetry-based monitoring with service maps, profiling, and connections between traces and logs.
- 21
New Relic APM
Free plan WebChoose New Relic APM if you want web-based monitoring with tracing, dependency mapping, real user monitoring, and log correlation.
- 22
Polar Signals Cloud
Free trial APILinuxSelf-hosted+1Polar Signals Cloud combines hosted profile analysis with agent-based collection, editor integrations and broad language support.
- 23
Kloudfuse Continuous Profiling
Paid Self-hostedWebKloudfuse Continuous Profiling combines broad profile collection with telemetry storage, interactive analysis, and Kubernetes discovery.
- 24
Datadog Continuous Profiler
Paid LinuxMacWeb+1 - 25
Elastic Universal Profiling
Paid LinuxWeb
#1Places #1, #2, #3, #4, #5 on this list can be bought by the makers of the software on it. See the price
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