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:

mobile app automation
  • 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.
  • Test your app’s performance on devices with different battery life, network strengths, responsiveness, and swipe gestures.
  • Create test cases in a codeless manner.
  • Support for programming languages like PHP, Ruby, Python. Java, C# and . NET 

Perform mobile app testing on real devices with TestGrid.

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.


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 ACCELQ for a custom quote.

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 –  Copado offers two plans: Standard and Professional, starting at $1000.00 and $2000.00 per month, respectively. They also 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 – $1,999 per year for a per-user license. Also comes in a runtime engine form with a floating license of $1,599 a year.

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 the 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, TeamCity, Jenkins, XebiaLabs, CircleCI, and JIRA.
  • 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 – $1,999 per year for a per-user license. Also comes in a runtime engine form with a floating license of $1,599 a year.


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.


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.

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.

AI Powered Mobile App Development Tools


Tensorflow is a software platform designed for machine learning tasks that utilizes neural networks. It incorporates a combination of deep learning and traditional machine learning algorithms, which are implemented through a shared symbol. It is built over Python and can execute mobile apps in C++. Tensorflow’s simplified design makes it easier for developers to build intelligent AI-based mobile apps.

Many popular brands such as Airbnb, Coca-Cola, and Intel use Tensorflow to implement AI technologies. Tensorflow is an open-source AI library that uses data flow graphs for model creation. It can be used for various tasks such as understanding, prediction, classification, discovery, creation, and perception.


OpenCV is an open-source computer vision library used to create real-time computer vision applications. It has C++, Python, and Java interfaces and supports Windows, Linux, Mac OS, iOS, and Android. Additionally, it supports the deep learning frameworks Poarch and TensorFlow. OpenCV’s primary goal is to create a uniform infrastructure for computer vision applications. 

ML Kit

ML Kit is a mobile machine learning framework developed by Google. It helps programmers to create intelligent iOS and Android applications. It also offers a wide  range of machine learning models and APIs that can be used for tasks such as image recognition, text recognition, barcode scanning, face detection, and more.

AI Powered Web Development Tools


Developed by OpenAI, ChatGPT is a language model that can provide web developers with a wealth of perfectly structured and easily digestible information on a topic. It can also help in automating unit tests, generating code snippets based on a conversational prompt, and identifying areas where sensitive data is handled.

Copilot by GitHub

GitHub Copilot is an AI assistant that uses the OpenAI Codex to suggest code and entire functions in real-time. It is trained on all languages that appear in public repositories, so it can suggest code in a wide variety of languages and frameworks.


A unique AI tool offered by Microsoft that converts a simple hand-drawn sketch into a working HTML boilerplate, skipping a vast stage in website building. If you’re looking for a way to create working prototypes of your designs without writing any code, Sketch2Code is a great option.


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.

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