Best AI Testing Tools for Test Automation

AI testing tools

In today’s digital age, Artificial Intelligence (AI) is reshaping industries, transforming our daily lives, and challenging the boundaries of what machines can do. According to research, artificial intelligence (AI) is anticipated to experience a yearly growth rate of 37.3% between 2023 and 2030. With advancements in technology, AI has become a powerful tool in various industries, particularly in software development and testing. AI Test Automation Tools are not only optimizing the development process but also transforming the testing landscape. They offer a promising solution for complex challenges such as mobile app testing, cross-browser testing, codeless automation, mobile app development, and more.

In this post, we explore some of the top Automated AI testing tools currently on the market. Whether you’re a QA Professional, a developer looking to integrate testing into your workflow, or a Startup Stakeholder seeking to understand the value of an AI automation testing tool, this article will provide valuable insights to help you decide the best AI automation tool, as per your requirements.

Here are some factors to consider when choosing an AI testing tool:

  • Ease of use: How easy is the tool to set up and use?
  • Scalability: Can the tool scale to meet your testing needs as your application grows?
  • Integration: Does the tool integrate with your existing testing tools and workflows?
  • Support: Does the vendor offer good support for the tool?

AI Testing Tools for Mobile App Testing Automation

Mobile App Testing is the process of validating a mobile application for usability, functionality, and performance. Businesses can ensure that their mobile app is bug-free before releasing it to the market by utilizing mobile app automation testing.

These are some AI-based mobile app testing tools that can help organizations ensure that their mobile apps are functioning correctly and meeting user needs.


test grid detailed log

TestGrid is an AI Test Automation platform that offers a variety of features to help you test your apps on real devices, including automated testing, performance testing, API testing, and security testing. Testgrid provides on-demand access to hundreds of real Android and iOS devices, giving you the flexibility to test your app on a wide range of devices.

Here are some of the benefits of using TestGrid for mobile app testing:

  • TestGrid AI will generate test cases for you, all you need to provide is your test scenario in plain English.
  • Access to a wide range of real Android and iOS devices.
  • TestGrid’s Record & Playback Testing feature allows users to record their actions, generate test scripts, and automate tests in minutes, providing a streamlined approach to testing.
  • Test your app’s performance on devices with different battery life, network strengths, responsiveness, and swipe gestures.
  • Users can perform codeless automation & save their time on testing complex use cases.
  • Seamlessly integrate TestGrid with Appium to automate the testing of your app within TestGrid’s testing environment.
  • TestGrid’s newly launched CoTester™ is the world’s first AI designed specifically for software testing. It is pre-trained on advanced software testing fundamentals, architecture, and tools to streamline the testing process.

Perform mobile app testing on real devices with TestGrid.


  • Freemium: Free forever (200 minutes/2 minute sessions)
  • Manual/Scriptless Automation: $25/mo (5 users, 1 parallel test)
  • End-to-End Automation: $99/mo (5 users, 1 parallel test)
  • Private Dedicated: $30/mo (5 users, 1 dedicated device)
  • Enterprise: Contact sales


Functionize is another well-known name among the best AI Testing Tools equipped with ML capabilities designed for mobile app testing. It has a unique feature called Adaptive Event Analysis, which predicts user interactions to ensure your app can handle real-world user scenarios.

Functionize’s self-healing tests reduce test maintenance time by 85%. As your website or application changes, Functionize automatically identifies and updates your tests, eliminating the need for manual updates.

  • Free Trial – Available
  • Pricing – Pricing varies based on user requirements, contact Functionize for a custom quote.

Appvance IQ

Appvance IQ is one of the top AI-powered test automation tools that provides testing for native mobile, mobile web, and hybrid apps on iOS and Android. It caters to all the testing requirements, including functional, API, performance, and load tests, ensuring an optimal experience.

To further streamline test creation, Appvance IQ uses AI Blueprinting for mobile. This feature automatically identifies locators that can be used in Mobile Designer scripts, making the test creation process even more easier and efficient.

AI Testing Tools for Cross Browser Testing

Cross-browser testing is the process of verifying that a website or web application works correctly and consistently across different web browsers, devices, and operating systems. By conducting cross-browser testing, developers can identify and resolve compatibility issues, providing a seamless user experience across multiple browsers.

Here are some AI testing tools cross-browser testing to ensure smooth website performance across different web browsers.


Apart from App Testing, you can also leverage TestGrid for cross browser testing. The cloud-based cross browser testing platform utilizes AI to enhance its testing capabilities. It allows developers to test their websites and applications on various browsers, devices, and operating systems. TestGrid offers a library of over 1,000 browsers and devices, including the latest versions of Chrome, Firefox, Edge, Safari, and Opera. 

test grid device cloud

It integrates with a variety of other tools, such as Jira, Slack, and GitHub, so you can easily track your cross-browser testing results and share them with your team.

Get started with TestGrid today. Sign up for free.


Copado is an AI-powered DevOps platform that offers cross-browser testing as part of its comprehensive suite of AI testing tools. It enables developers to automate the testing process across different browsers and devices, ensuring that applications work seamlessly everywhere.

  • Free Trial – Not Available
  • Pricing –  They offer a custom plan based on the customer’s request.


Katalon Studio is a Comprehensive Automated AI Test Tool that provides solutions for mobile, web, API, and Desktop application Testing. It has AI based self-healing features, which fixes broken test scripts automatically when changes are discovered, making cross-browser testing more efficient.

Additionally, it provides seamless Integration with well-known technologies like Jenkins, Git, and JIRA, facilitating collaboration and allowing for easy incorporation into current workflows.

  • Free Trial – Available
  • Pricing – Katalon has three pricing plans: Free, Premium, and Ultimate. These plans include a combination of their products (Studio Enterprise, TestCloud, Runtime Engine). Costs vary based on how many users you need for each product.

AI based Testing Tools for Codeless Automation

In simple terms, Codeless Automation Testing or Codeless Automation means creating automated tests without the need to write code or test scripts. That means users can use the simple user interface to define or modify the testing steps and execute them.

These are some AI testing tools for codeless automation that use pre-defined logic and AI algorithms.


TestGrid is a comprehensive platform designed that helps users to perform end-to-end automation testing in a codeless manner.

The platform is designed to run tests on real devices and browsers, providing a centralized platform for test planning, authoring, and execution. TestGrid is an AI-powered scriptless testing solution that allows users to build logical workflows and leave the test creation to the platform. The self-healing feature eliminates the need for manual test maintenance by allowing executed tests to automatically fix themselves.

Key features:

  • Allow you to create test cases without writing scripts, making the process easier and more accessible.
  • Integration with Popular Tools like Travis CT, Jenkins, CircleCI, JIRA and Slack.
  • Provide detailed reporting for test execution, performance, and defects.
  •  Provides detailed performance metrics for APIs and web applications.
  • It auto-heals your codeless tests and prevents tests from failing by automatically relocating valid locators of broken objects.
  • offers parallel testing features to allow testers to test in bulk.

You can book a demo with TestGrid to gauge how it can help you speed things up with the power of AI-generated codeless automation.

Katalon Studio

Katalon Studio is a Comprehensive AI Testing tool that provides solutions for mobile, web, API, and Desktop application Testing. It provides a user-friendly experience with its codeless test creation features. It has AI based self-healing features, which fix broken test scripts automatically when changes are discovered, guaranteeing a high success rate.

Additionally, it provides seamless Integration with well-known technologies like Jenkins, Git, and JIRA, facilitating collaboration and allowing for easy incorporation into current workflows.

  • Free Trial – Available
  • Pricing – Katalon has three pricing plans: Free, Premium, and Ultimate. These plans include a combination of their products (Studio Enterprise, TestCloud, Runtime Engine). Costs vary based on how many users you need for each product.


Mabl is a test automation solution that enables software teams to achieve fast and reliable end-to-end test coverage with 90% less effort. Mabl’s AI enables you to reuse existing functional tests to continuously monitor your application’s performance, conduct performance testing earlier in the process, and reduce infrastructure costs.

  • Free Trial – Available
  • Pricing – Pricing varies based on user requirements, contact Mabl for a custom quote.


ACCELQ is a codeless Automated testing platform that helps businesses automate their testing processes. It has codeless functionality, allowing even non-technical users to create test scripts using a visual editor. With ACCELQ, businesses can achieve continuous testing through automated test execution, reporting, and analysis.

  • Free Trial – Available
  • Pricing – Pricing varies based on user requirements, contact ACCELQ for a custom quote.

AI Powered Performance Testing Tools


Applitools is a testing platform that uses AI to automate performance testing and load testing. It uses AI to identify visual differences and performance issues, helping developers ensure that the app provides a smooth user experience and reduces the overall testing time.

  • Free Trial – Available
  • Pricing – customized pricing is available on request.


Functionize uses AI and machine learning to enable users to automate functional testing. Its self-learning algorithms can generate robust tests that can adapt to changes in the software, decreasing the time needed for test maintenance.

  • Free Trial – Available
  • Pricing – customized pricing available on request.


LoadNinja is a powerful cloud-based load testing platform that leverages cutting-edge AI to revolutionize the way you assess the performance of your web applications and APIs.

Designed for ease of use, LoadNinja allows you to create and execute realistic load tests in minutes—no coding required. LoadNinja uses AI algorithms to analyze application behavior and generate realistic user load patterns. It can automatically identify performance bottlenecks and provide actionable insights for optimization.

Key features of LoadNinja include:

  • Intelligent load generation with AI-driven user behavior simulation
  • Automatic test script generation and maintenance
  • Real-time performance monitoring and analytics
  • Integration with popular CI/CD tools and cloud platforms

AI-Powered Visual Testing Tools 

Visual testing refers to evaluating an application’s or website’s visual elements, such as colors, images, fonts, layouts, etc. It verifies whether these visual elements are displayed correctly across various browsers, devices, and operating systems. Simply put, visual testing uncovers an application’s visual discrepancies across multiple combinations of browsers, devices, and OSes. 

Several AI-powered visual testing tools are available out there to facilitate the entire testing process. These tools automate the detection of visual discrepancies in an application’s user interface. 

Here are the most popular AI-powered visual testing tools QA professionals and software developers rely on. 

1. TestGrid 

TestGrid is an end-to-end AI-powered testing platform with a built-in visual testing feature. Visual testing leverages the potential of artificial intelligence and empowers you to detect even the slightest changes in the appearance of your applications or websites across devices and browsers; it guarantees pixel-perfect precision. 

Key Features: 

  • No need to add any external SDK to your projects to assess your app’s or website’s visual changes. 
  • Users can perform codeless automation & save their time on testing complex use cases.
  • Automatically compares the visual output of the current tests with baseline tests and subsequent tests. 
  • Validates every element of the UI, including text, videos, images, layouts, and much more. 
  • Eliminates the possibility of visual bugs slipping down into the production stage. 
  • Provides a combination of real browsers and devices to run visual tests. 

Sign up today and get a free testing trial

2. Applitools 

Applitools offers a cloud service called Applitools Eyes for automated visual AI testing of your mobile apps, desktop apps, and websites. It is designed using cognitive vision technology to be more accurate than other tools in the market. It is capable of testing web applications across multiple browsers and as many screen resolutions as you want. 

Moreover, Applitools Eyes supports testing mobile applications on iPhone, iPad, or iPad mini in both portrait and landscape orientation. 

  • Free Trial: Available 
  • Pricing: Customized pricing available on request.

3. Chromatic

This visual testing tool validates every component and page and pinpoints visual bugs down to the pixel. It automatically tests every commit for appearance changes in the cloud. 

The tool captures pixel-perfect snapshots of real code, styling, and assets and compares them with the visual output of current tests. It expands test coverage to Chrome, Safari, Edge, and Firefox in one click. It enables the tests to run on all browsers simultaneously, accelerating your test suite. 

  • Free Trial: Available 
  • Pricing: pricing starts at $149/ month


AI and machine learning are becoming more important in the digital age, especially in software testing. When choosing an AI automation tool, companies should consider their specific needs and resources. These technologies can help improve efficiency, reduce errors, and speed up testing that traditional automation tools fail to offer. 

If you’re looking for a comprehensive testing platform that lets you make the most of AI for codeless automation, app testing, and cross browser testing then TestGrid is your best shot. Sign up for free and check TestGrid today or book a demo to get an in-depth walkthrough of   100+ features.


What is the use of AI in test automation?

AI in test automation involves using Artificial Intelligence technologies (like machine learning) to enhance the efficiency, accuracy, and coverage of your testing processes. This can include tasks like intelligent test case generation, self-healing test scripts, visual testing, and predictive analytics.

Can AI write test cases?

Yes, AI can analyze application artifacts like requirements and code to generate test cases with test data and expected results automatically. These AI tools can identify different test scenarios, create test data, and suggest appropriate test steps, greatly reducing manual effort.

How do AI testing tools work?

AI testing tools leverage artificial intelligence (AI) and machine learning (ML) algorithms to automate various aspects of the testing process. They are fed with humongous training data and learn from past test scenarios to identify bugs, generate test cases, and predict potential issues. They significantly reduce manual interventions and facilitate the overall testing process.

What are the benefits of AI testing tools?

Some noteworthy benefits of AI testing tools include: 
Improved accuracy 
Enhanced test coverage 
Early detection of issues 
Increased efficiency