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Introducing TestMu AI Analytics: Test Reporting Made Awesome 📈

With the all-new TestMu AI Analytics, easily unify test execution data, build custom dashboards, and share real-time test execution data with a single click to make an informed decision.

Author

Devansh Bhardwaj

January 11, 2026

Collecting and examining data from multiple sources can be a tedious process. The digital world is constantly evolving. To stay competitive in this fast-paced environment, businesses must frequently test their products and services. While it’s easy to collect raw data from multiple sources, it’s far more complex to interpret it properly.

Organizations with enterprise customers who want to grow their customer base would have their QA heads run around 100,000 to 1 million tests in the ballpark.

A QA manager leading a team of 10 to 20 testers running multiple tests across TestMu AI, like web automation, app automation, and HyperExecute, often faces the challenge of keeping a tab on how the team runs the tests in every particular product.

Along with this, several other concerns arise, like whether they need to visit the dashboard of every particular product to check the number of tests passing and failing errors and how they can streamline these processes so that the team performs better and thus the product performs better.

Since Analytics is a crucial aspect of QA and plays a significant role in making the product successful, TestMu AI has developed a one-stop solution for accessing, analyzing, and streamlining your QA processes and test data – TestMu AI Analytics!

LambdaTest Analytics

TestMu AI’s centralized test analytics platform allows you to unify all your test execution data on a single dashboard so you can make an informed decision. The newly added customization features will enable you to make your dashboards more useful with widgets and modules and share metrics specific to your stakeholders by building custom dashboards.

TestMu AI is the only platform allowing users to customize their analytics dashboard per their testing requirements. Along with this, a simple click of a button now lets you share real-time test execution data with your team. This will enable you to close the gap between data, insight, and action to make better and faster decisions.

Users can also customize their analytics dashboard by adding their favorite widgets. Currently, users can categorize their data across the TestMu AI product offerings – Web Automation, App Automation, and HyperExecute. Under the product categories, users are provided with a list of modules and widgets. They can easily add a suitable widget for analyzing their data.

Let’s discuss the analytics modules you will get with the all-new TestMu AI Analytics!

Get A Birdeye’s View Of All Your Tests

The Test Overview module lets users get an overview of the tests running on TestMu AI. This module covers the essential details about each test, including its inconsistencies, total number of executions, and categorization by Status and platform.

You will get access to 7 widgets under the Test Overview module. These are:

  • Test Case Health Snapshot
  • Test Summary
  • Test Browser
  • Test OS
  • Test Trends
  • Test Device Coverage [App Automation specific]
  • Test Status Ratio

Let’s discuss these widgets in detail.

...

Test Case Health Snapshot

The Test Case Health Snapshot widget gives the user a clear picture of the performance of tests on the platform. This widget lets users easily track the number of tests that consistently pass or fail, illustrating their inconsistencies over time. With this widget, the user can understand the health status of the test cases run on the platform for a specific environment.

Test Case Health Snapshot

Test Summary

The Test Summary widget lets you track the total number of tests being run on the platform, grouped by their Status. This widget also includes information about the errors encountered, including test case errors, idle timeouts, queue timeouts, and Testmu errors.

Test Summary

Test Browser

The Test Browser widget displays the overall distribution of tests on various browsers on the platform. It can be used to analyze the results by selecting a particular browser, which will display information about the specific versions of that browser where tests are executed. With this, the user can determine if any test cases are failing for a particular browser and get information about the test logs.

Test Browser

Test OS

The Test OS widget displays the overall distribution of tests on various Operating Systems on the platform. It can be used to analyze the results by selecting a particular Operating System, which will display information about the specific versions of that Operating System where tests are executed. With this, the user can determine if any test cases are failing for a particular Operating System and get information about the test logs.

Test OSTest OS Widget

Test Device Coverage

Test Device Coverage is an App Automation-specific widget that displays the distribution of your tests on various mobile devices. It displays information about specific models of mobile devices where the tests are being executed and further categorizes the distribution by selecting a particular model.

Test Device Coverage BrandTest Device Coverage Device

Test Status Ratio

The Test Status Ratio widget seamlessly provides information about the quality of the user’s test cases based on the Status marked on the platform. You can filter the data and see trends over time by clicking on the relevant legends at the bottom. With the Test Status Ratio widget, you can easily get and resolve a list of failing tests or facing an error.

Test Status Ratio

Access To All Error Insights In One Place

The Error Insights module is a powerful tool that allows users to get all the test error insights in one place. Users can easily find information about the count and type of test errors through highly customizable widgets.

You will get access to only one widget under the Error Insights module:

  • Error Stats

Let’s discuss this widget in detail.

Error Stats

With the Error Stats widget, you can analyze tests categorized by their Error Status on the TestMu AI platform, including Test Case Errors, Idle Timeout, Queue Timeout, and Testmu Error. You can identify and resolve the list of tests with a particular error by filtering the graph.

Error Stats

Know How Your Team Utilizes TestMu AI Resources

The Resource Utilization module lets the QA Managers get an overview of their teams’ TestMu AI resources. There is only one widget under this module, called Concurrency Trends.

One Stop For All The HyperExecute Insights You Need

The HyperExecute module enables QA managers to get all the HyperExecute insights in one place. With this information, they can easily find data on the number of Jobs, Tasks, and Stages run on the platform, along with details about their performance.

You will get access to Seven widgets under the HyperExecute module. These are:

  • Job Trends
  • Job Insights
  • Stage Trends
  • Task Trends
  • Job Summary
  • Task Summary
  • Stage Summary

Let us discuss these widgets in detail.

Job Insights

The Job Insights widget gives you a comprehensive overview of the Jobs executed on the platform. These include Completed, Failed, Testmu Error, Timeout, and Cancelled Jobs. You can see the high-level overview for the day by clicking on a bar representing that day.

The Job Insights widget can be drilled down to see the exact count of each Step and Scenario of a specific job run on the platform for a particular day by expanding the bar

Job Insights

Suppose a QA wants to troubleshoot why a certain Job failed. He can use the status distribution of his team’s Jobs and drill down into each failed Job number to understand where the error lies and troubleshoot it.

Job Summary

With the help of the Job Summary widget, users can easily track the number of Jobs being run on HyperExecute by their status, including Completed, Partially Completed, Failed, Aborted, and Timeout Jobs.

Job Summary

Task Summary

By implementing the Task Summary widget, users can track the total Tasks being executed in specific Jobs on HyperExecute. The widget groups each Task’s status, including Completed, Skipped, Failed, Aborted, Timeout, and Testmu Error.

Task Summary

Stage Summary

The Stage Summary widget lets you track the total Stages being processed for every Task inside HyperExecute, grouped by status, including Completed, Skipped, Failed, Aborted, Cancelled, and Testmu Error.

Stage Summary
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Conclusion

The process of integrating data from multiple sources is complex, and organizations must consider this when testing their products.

With the previously unseen test data customization on TestMu AI Analytics, QAs and testers can easily unify their test execution data, build custom dashboards, and share real-time test execution data with a single click to make an informed decision.

Assess and share all your test analytics from a single dashboard with TestMu AI Analytics!

Happy Testing!

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Author

Devansh Bhardwaj is a Community Evangelist at TestMu AI with 4+ years of experience in the tech industry. He has authored 30+ technical blogs on web development and automation testing and holds certifications in Automation Testing, KaneAI, Selenium, Appium, Playwright, and Cypress. Devansh has contributed to end-to-end testing of a major banking application, spanning UI, API, mobile, visual, and cross-browser testing, demonstrating hands-on expertise across modern testing workflows.

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