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Mobile App Performance Testing: Top Paid Tools and Services

October 27, 2021
Prathitha Iyengar
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Are you looking for different ways to take your mobile testing strategy to the next phase? Well, you need not worry because there are numerous tools that can do it for you. This article consists of  a list of mobile performance testing tools that can aid you in administering and carrying out your mobile app testing strategies.


We are a performance-focused service provider and  a heavy contributor to Appium in recent years. We support real iOS and Android devices in various locations worldwide and provide gazillions of different metrics on our performance session report when we run the Appium test.

Based on the industrial objectives, we show warnings and recommendations so that you don’t have to address your app or make commands to recover particular metrics. We cover most metrics, including difficult-to-measure quantities like the MOS (mean opinion score) of a video as a proxy for video quality, etc.

One of our really interesting features, the ‘HeadSpin Bridge’, is crucial for mobile testing and allows linking remote devices to your local machine via our hs CLI tool. This feature gives you the proficiency to run adb against your remote devices as if they were local. Therefore, the Android performance testing tools that operate on a native machine will also run on our cloud devices.

This bridge similarly works for iOS, permitting Instruments profiling or step debugging on remote devices.

HeadSpin offers various alternatives set on a per-test basis, including header injection, network shaping, DNS spoofing, etc. We try to make our users at ease by using the performance data encapsulated on their service by building custom dashboards without pre-processing or hosting them yourself.

Other Appium Cloud Services with Performance Features

Even though Appium is a free and open-source tool, it’s important to be aware of all the interesting features that come under Testing with Appium. The crowning glory for the Appium users is the services that allow the collection of performance data simultaneously as you run your Appium tests. 

So let’s dive into some other companies that display the performance testing tools we have reviewed as part of their Appium-Related Products.

AWS Device Farm

AWS has its Appium cloud that compiles your whole test suite into a bunch and sends it off to Device Farm, which then unloads it and helps run the test locally.

This aspect provides flexibility about connecting a device in the course of the test. You can also run some performance testing diagnostics even if your Appium scripts go through their paces.

During the execution of your test, Device Farm encapsulates some of your performance information that is CPU, thread count, and memory usage. It also creates a network profile that permits you to imitate specific network conditions.


A Mobile App Performance Testing company with Appium Support is an Integrated Development Environment composed for the advancement and implementation of mobile testing scripts. An Appium or Selenium WebDriver is utilized for the same. 

With its brand new release of the Experitest Appium studio software, users will obliterate the requisite to establish an iOS test on a macOS machine. Consequently, it will wipe out the need for macOS machines to automate an iOS application.

They also promote the collection of performance data and hold up different network states and locations. You can test your applications securely in their deployment and staging environments using a network tunnel. You can also interact with devices either manually or automatically. They track different metrics like Transaction duration, Speed Index, CPU, Memory & Battery Consumption, and Network Data.

Perfecto Mobile

This company is one of the oldest in the era of automated mobile testing space. Consequently, their robust performance testing system represents their experience in the field. Their Real User Simulation for testing varying user conditions and environments draws network virtualization, biometrics, and environmental conditions to your tests for more accurate results.

It ideally blends with Appium for Android and iOS devices and can design and perform Appium scripts in varied programming languages (e.g., Python, C#, etc.). These scripts run at odds with the real devices in the Perfecto Cloud across many global locations and can help you find and fix bugs faster, simply, and reliably.

Perfecto’s performance metrics comprise heatmaps, detailed artifacts, and dashboards, including screenshots, videos, vitals, and crash logs like memory and battery.

Through Perfecto Connect, you can try out mobile apps that need internal network access or backend utilities and can also remotely approach a cloud device for troubleshooting through remote device access capability.

Sauce Labs

Ensure that your mobile apps and APIs work as they should in real-world scenarios, on any device, any browser. With Sauce Labs, you can establish your mobile app performance testing strategy and get guidance from test automation experts. Accelerate your testing with Appium on Sauce Labs Real Device Cloud (RDC)  and reduce the risk of flaky tests and networks. 

With their Device Vitals feature, Sauce’s Real Device Cloud provides you a broad set of performance metrics, including CPU, memory, and performance information. Once you set their recordDeviceVitals, their Appium Interface supports the live/manual testing, giving a real-time graph of performance data. Here, the user would be responsible for extracting and displaying the performance data through a CSV file.

The Sauce Labs also supports a virtual bridge, known by the name of Virtual USB, which works more or less the same as HeadSpin’s Bridge feature.

Also check: Best Practices for Application Performance Testing


In this article, we looked into some paid software you could use for performance testing. If you are a mobile app testing expert, you can use any of these paid testing tools to create your strategies. With them, you can run your Appium Tests on their own cloud and get useful performance data for free. The best performance test is obviously the one you didn't have to write yourself, but why not find something that helps improve your app’s overall UX.

Learn more about mobile app performance testing


1. What is the need for automation and AI in performance testing?

Automated and AI-powered performance testing can detect issues in applications that a human tester can miss easily. For example, a load delay of 300ms on a page might not be noticeable in a regression performance test done by a human but can be easily detected and caught with automation and highlighted with AI.

2. Should performance testing be done on multiple devices?

Both mobile and web apps run on a number of devices with different configurations and different network conditions which usually have a significant effect on performance. Ideally teams should conduct performance tests on multiple devices and configurations and network conditions that cover most of your customer use cases.

3. What is continuous performance testing?

Continuous performance testing is a subset of continuous testing as a part of the DevOps framework. As continuous integration and deployment have become an integral part of DevOps processes, continuous performance testing ensures that any new integration or regression does not impact the application performance.