10 Open Source Application Performance Monitoring (APM Tools) Software

Utility utilization is hovering excessive as we progress with expertise, protecting nearly each {industry} vertical from banking and training to enterprise and healthcare.

Because of this, the demand for producing high-performing purposes can also be rising. And to provide a profitable app that customers can’t recover from with, it’s essential guarantee it performs effectively with out giving a tough time to customers.

However how would you realize that?

Is there a option to decide whether or not or not the customers are joyful along with your app?

Sure, there’s a approach – through the use of Utility Efficiency Monitoring (APM) software program.

APM software program performs a major function in ensuring the app efficiency is stable and meets consumer expectations. It might probably determine points and notify you so you may make fast fixes and enhance its efficiency.

On this article, we’ll dive deeper into what APM software program is all about, its advantages, and the highest open-source APM software program that will help you monitor, troubleshoot, and optimize your apps.

Let’s bounce in!

What’s APM Software program?

Utility efficiency monitoring (APM) software program is a instrument that may monitor and observe an software’s efficiency to determine efficiency points rapidly and clear up them.

An APM resolution exhibits app efficiency metrics with insights similar to the quantity of transactions it processed, response occasions, request charges, error charges, software availability, and extra.

The software program shows all of the metrics in various kinds of knowledge visualizations in a transparent dashboard to detect points rapidly earlier than the customers do. APM options are used primarily by app directors and builders to handle purposes, discover out doable causes for errors, and troubleshoot them to optimize the consumer expertise.

Why Do You Want Utility Monitoring Software program?

Should you take care of software improvement and deployment, APM software program is a must have on your group no matter its scale or kind of mission. It executes intensive monitoring, collects logs, and converts them into beneficial insights to enhance your app efficiency.

Listed below are among the advantages of utilizing APM software program:

  • Clearer visibility into purposes: Should you use a robust APM instrument and implement it effectively, it should present clear visibility into the purposes present in your full tech stack. It is going to spotlight how they carry out, the place they’re positioned, and what gadgets customers use to entry them. On this approach, you may be taught the bottlenecks and map consumer satisfaction to enhance its efficiency.
  • Meet buyer expectations: Utilizing APM software program makes your group extra customer-centric and signifies that you simply care in regards to the end-users. With excessive visibility, the extra points you may catch, the extra enhancements you may make to satisfy the consumer expectations and elevate your model repute.
  • Higher safety: By figuring out points and bettering them sooner, you’re making your software stronger. On this approach, your purposes received’t be susceptible sufficient to let hackers exploit them. Because of this, you’ll make your app safer and compliant with rules whereas sustaining the end-user belief.
  • Speed up innovation: Should you can cut back the time required to unravel points by monitoring apps utilizing APM options, your staff will get extra time to spend on innovation. They will analysis and experiment with including new functionalities quite than simply fixing bugs or investigating the trigger on a regular basis.
  • Handle IT prices: APM software program helps handle your IT prices higher as you may leverage its highly effective insights to make knowledgeable choices. It might probably predict how software utilization varies and helps you handle your assets, together with your IT infrastructure, instruments, and staff. Because of automation, you can too optimize your staff’s effectivity and working price and enhance ROI.

Other than all these, APM software program can even assist improve app improvement lifecycle, perceive dependencies, audit code execution, monitor community efficiency, and extra.

Now, once you seek for APM software program, you’ll get loads of them, each free and paid. You might discover many cloud APM; nevertheless, some open-source APM options are additionally improbable and on no account lesser.

So, let’s take a look at among the finest open-source software efficiency monitoring (APM) instruments that will help you monitor your apps, discover points, and repair them to ship the absolute best consumer expertise.


Perceive the problems within the deployed purposes and clear up them promptly with an open-source platform – SigNoz. Don’t fear in regards to the GDPR and different regulatory legal guidelines for knowledge safety, as each monitoring and tracing knowledge stays inside your boundary.

SigNoz provides you entry to clear utilization knowledge to save lots of you from surprising payments. Prolong Signoz’s options to meet your wants with out spending lengthy hours getting a single ingredient from vendor slack. Get your full metrics in a single window and hint the problem sooner with out shifting to a different system.

The price for knowledge storage will depend on software load and doesn’t rely upon the components just like the variety of nodes, and many others. You don’t even want any compliance to make use of the service or face many rounds with safety groups.

The instrument integrates with OpenTelemetry, an rising {industry} customary for the instrumentation course of. You possibly can set your pattern charge and retention interval as per your wants and monitor your utilization accordingly. Plus, you’ll get industry-trusted Druid and Kafka, which enable you to in dealing with enterprise scale.

SigNoz is constructed on Goland and React-Typescript, which many builders love. You may get the advantage of filtering the info based mostly on what you wish to evaluate. Get a whole information to set it up in your system for FREE. Additionally, there may be an enterprise version with extra superior options like RBAC, SSO, and many others., for larger groups.

Apache SkyWalking

If you’re a distributed staff on the lookout for a instrument for monitoring your software efficiency, attempt Apache SkyWalking. It’s an software efficiency administration system and observability evaluation platform designed for cloud-native, microservices, and cloud-based (Mesos, Kubernetes, Docker) architectures.

SkyWalking gives tracing, logging, metrics, and browser monitoring underneath one resolution. It helps a number of languages like Golang, .Internet Core, Python, Java, C++, PHP, Lua, and NodeJS. SkyWalking gives an adapting scale with no huge knowledge stack. It additionally presents modular options like cluster coordinator pluggable, storage pluggable, and push/pull transportation.

Get notified with Slack notification, alarm HTTP/gRPC forwarder, WeChat notification, Dingding notification, and knowledge exporter for uncooked metrics. Entry each knowledge in a single window with a flowery visualization like topology map, CLI dashboard, IntelliJ IDE plugin, side-by-side metrics with codes, customizable dashboard choice, and profile and hint explorer.


Measure the efficiency of crucial parts with a robust monitoring toolkit by Metrics within the manufacturing surroundings. It presents you full-stack visibility with modules for libraries like Logback, Log4j, Jetty, Apache HttpClient, JDBI, Ehcache, Jersey, and backends like Graphite.

Metrics gives totally different measuring devices that will help you monitor each piece of knowledge. Metrics-core library is a should that it’s essential decide the conduct of your crucial parts. Additionally, you will get Metrics model 4.2.0 property that’s declared within the POM. Apart from, Meters play a significant function because it measures the speed of occasions over time like requests per second.

Metrics additionally tracks 1, 5, and 15-minute shifting averages. Console Reporter enables you to entry studies that you’ll obtain each second. The MetricRegistry class is the centerpiece used to retailer every software’s metrics, whereas Gauges are used to measure the worth immediately. It helps in working the variety of works within the queue.

Moreover, Counters are additionally within the listing that’s just like Gauge however used to increment and decrement the worth. Metrics presents knowledge in histograms that present the statistical distribution of the info and most, imply, minimal, and many others. With the timer, you may measure the time wanted to course of a request.

The Metrics-health checks module is used to centralize service well being, whereas the Metrics-JMX module is used as a dependency. As soon as began, you may see the registry through VisualVM and JConsole.


Hypertrace is a platform for observability and distributed tracing constructed to assist SREs and Devs. You possibly can hint distributed transactions, monitor microservices and native purposes, determine crucial dependencies for purposes, carry out root trigger evaluation, and optimize service and software efficiency.

Hypertrace helps you visualize the applying structure. It consists of service, backend, and world dashboards that permit the groups to look into the targets to reply sooner. It shops prepares and aggregates knowledge for evaluation and visualization.

You’ll get actionable insights to enhance software efficiency utilizing charts, studies, customizable dashboards, and movement maps. Hypertrace is engineered by the Traceable staff and is backed by neighborhood assist.


AppPerf lets you monitor the app efficiency, which is simple to make use of and arrange. It helps numerous languages like JavaScript, HTML, Dockerfile, HTML, Ruby, PLpgSQL, and CSS.

Earlier than establishing AppPerf, be sure to have Node, Yarn, PostgreSQL, Mailcatcher, and many others., put in effectively and functioning appropriately. AppPerf has a pattern account that can assist you to test the applying successfully. It is going to routinely detect the newest purposes which can be displaying knowledge and show them on the Functions web page.

You possibly can go to every web page to visualise the metrics. Add Ruby Agent gem to Gemfile for monitoring the applying. It’s also possible to get a license key by visiting the purposes tab and including metrics to AppPerf extra straightforwardly, identical to posting knowledge to endpoints.


Pinpoint is an APM instrument appropriate for large-scale distributed programs. It helps languages similar to TypeScript, CSS, HTML, SCSS, Java, and extra.

Pinpoint helps purposes written in Python and PHP. It gives a approach impressed by Dapper to assist in the evaluation of the general construction and the way parts are interconnected inside them by way of tracing every transaction throughout various purposes.

Pinpoint helps you perceive software topology, monitor the applying in real-time, achieve visibility in every transaction, and have minimal affect. ServerMap helps you view transaction rely and present standing by clicking on the node to disclose the small print.

You’ll get an energetic thread chart in real-time for monitoring it inside purposes. Additionally, visualize response patterns and request rely over time for figuring out potential issues. Moreover, you may view extra particulars like CPU utilization, TPS, JVM arguments, and Rubbish/Reminiscence assortment.


If you’re on the lookout for an open-source software efficiency monitoring resolution that works nice for java server purposes, Stagemonitor is an efficient choice. You possibly can set up it in your knowledge heart and activate the non-public mode. It makes use of Open Tracing API to correlate requests on a distributed system.

Stagemonitor is constructed for improvement, manufacturing, and QA by bringing Ops and Devs collectively. You possibly can handle it to alert channels and subscriptions and outline thresholds for metrics. Additionally it is dependable in offering crucial insights always for enhancements.

Stagemonitor means that you can prolong its functionalities; you should utilize customary plugins or third-party plugins, observe your metrics, and customise or create dashboards. The widget, which is a small Stagemonitor icon, is injected routinely into the monitored webpage if activated.

It helps builders give on the spot suggestions relating to the poor efficiency of an software. You do not want any visualization instruments or databases to test graphs and tables in real-time, as Stagemonitor has received you coated. The decision tree view tab shows the present requests, together with statements from the SQL, to determine the road of the suggestions.

Equally, the Request hint tab helps you get detailed data on the server processing, web page rendering time, DOM processing, and breakdown of the web page’s load time into the community. Stagemonitor provides you a Kibana dashboard, so that you don’t have to configure logstash and parse any logs.

Now, you can too filter your requests by selecting charts and queries that you simply wish to see. It integrates with Graphite, InfluxDB, and Elasticsearch to collect a protracted historical past of the info factors and retailer them. Additionally, you will discover the Grafana dashboard, which is preconfigured and absolutely customizable.

Analyze AJAX requests, JDBC queries, web page load time, and extra along with the statistics for the HTTP requests. With the JVM dashboard, get all the data, together with rubbish assortment conduct, CPU utilization, and heap utilization.

Moreover, EhCache metrics provide you with details about cache measurement, hit charge, expiries, efficiency, and throughput. Other than that, you may entry server metrics like Thread Pool utilization, concurrent periods, tuning servers, and the server load.

Elastic APM

Discover out the place your app spends extra time and repair the problem rapidly with Elastic APM’s FREE software efficiency monitoring resolution. Examine crucial metrics, and summarize the service transactions and dependencies from the service overview web page to know the problem higher.

Elastic APM’s UI makes use of the facility of search to catch the bottlenecks on the adjustments when you begin digging deeper. Get a clear-cut image of how all of the providers are linked, visualize their efficiency with highlighted KPIs, and determine potential points with well being indicators.

As well as, you may zoom in on every service to test blockers, be taught the outage impacts, and take correct motion to maximise the efficiency of your software. String transactions altogether with the distributed hint are wonderful for getting a clear-cut view of interacting providers.

Examine the utilization of the messaging frameworks and visualize the service calls to seek out the latency points arising within the path and level to the parts that want optimization. Take a look at the code regionally utilizing multistep artificial monitoring capabilities, and monitor the expertise of the consumer’s life.

Allow machine studying from the APM software in Kibana to seek out surprising conduct and problematic items. With the alerting options, at all times keep up to date with the info and see how it’s performing. Obtain notifications through Slack, PagerDuty, e-mail, and extra in order that you’ll by no means miss something vital.

Elastic APM helps Python, JavaScript, PHP, Java, Ruby, .NET, Go, and Node.js purposes. Moreover, it helps open requirements like OpenTelemetry and Jaeger to make knowledge sending from an present software to Elastic APM straightforward.

Elastic APM can also be out there as SaaS.


Scouter is like app dynamics and New Relic. It helps you perceive the context, i.e., “customers use the applying providers, and providers use the assets” to handle and monitor the applying efficiency effectively.

Scouter exhibits metrics about customers just like the current consumer, energetic consumer, current customer, and many others.; providers like energetic service, response time, software profiles, and many others.; and assets like reminiscence, CPU, Heap, community utilization, connection swimming pools, and many others.

Brokers like Java Agent, Host Agent, and MariaDB Agent collect data on JVM efficiency and profiles metrics, Linux, OSX, and many others. Plus, servers preserve the efficiency metrics protected from brokers or telegraf.

Scouter Internet API helps get XLogs, counters, profiles, and different efficiency metrics by way of HTTP protocol. You can see many plugins for pattern, alert, counter, and agent. Furthermore, you’ll get a third-party agent like a pulse-type agent to collect efficiency metrics of RDS, EC2, and ELB in AWS.


Glowroot is a Java APM that may be very straightforward to put in. Simply obtain and unzip the zip file, add the trail to the applying’s JVM Argos, level the browser to the hyperlink and see the consequence.

Right here, you’ll get low overhead which will depend on various factors. Low overhead means low microseconds due to the in depth tuning and micro benchmarking of Glowroot. Glowroot helps you collect all the foundation causes associated to app efficiency and repair the problems in actual time.

Glowroot has many options like steady profiling, hint seize for errors and gradual requests, breakdown and percentile chart for response time, SQL seize, MBean attribute charts and seize, configurable alerting, and plenty of extra.

Additionally, you will get knowledge on historic rollup with configurable retention, responsive UI, and full assist for async requests. Glowroot is examined on many software servers like TomEE, JBoss EAP, Jetty, Payara, WebLogic, WebSphere, Glassfish, Tomcat, and many others.


Utility Efficiency Monitoring (APM) software program is an environment friendly resolution to observe what’s occurring along with your purposes, how the customers really feel utilizing it, and detect the problems it might have. Utilizing these insights from the software program helps you enhance your software’s efficiency, which immediately enhances the consumer expertise.

Therefore, attempt the open-source APM software program we mentioned above to satisfy consumer expectations whereas boosting your model repute and ROI.

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