Top AI Testing Tools for Your AI-Powered Testing

Streamline your QA process and boost your test automation efficiency with these top AI Testing tools. Pick the best AI tool to revolutionize Software testing and transform your workflow drastically:

Today, machine learning and AI-powered software testing tools have massively improved. Companies across various sectors are incorporating ML (Machine Learning) and AI (Artificial Intelligence) for their applications, such as Marketing, Sales, Conversational AI Platforms, and Business Operations.

AI has become an essential and unavoidable software development life cycle component. AI-driven testing tools are making QA processes more efficient, avoiding manual work by automating repetitive test tasks, parallel test execution, creating stable test runs, and analyzing the test results more swiftly and accurately.

Top-Rated AI Automation Testing Tools

In this fast-paced Software release cycle, third-party integrations and APIs’ growth reliance have become more complex, and traditional software testing methods are falling short on security checks, performance, and overall quality of built software gaps.

Hence, AI-powered Testing tools are here to bridge that gap in increasing the scalability, other intelligent solutions capabilities to manage the vast codebases, checks, and look for any vulnerabilities that a potential QA team might miss in the release cycles.

Adopting these AI testing tools increases the application releases to market/time-to-market with much reduced costs and ensures high-quality software applications via AI-powered test automation.

These are specifically helpful in handling dynamic environments for improvements in test coverage, smarter analytics reports, and swift execution, which are essential and invaluable for both developers and QA teams.

Graphical visuals of the top 5 AI Software testing tools are shown in the image below, with key criteria like Features, Ease of use, AI augmented capabilities, and CI/CD Integration capabilities.

Role of AI in Software Testing

AI – Artificial Intelligence is the simulation of human intelligence in machines that are designed to learn and think like a human being. It includes tasks like decision making, visual perception, and speech recognition.

AI – Artificial Intelligence Basics: Machine Learning, Deep learning, and Generative AI

Role of AI – Artificial Intelligence in Software Testing: Test Assets Generation, Test Result Analysis, Tasks Automation, Finding Potential Bugs.

A typical Software Testing workflow involves testers writing test cases, executing them, and analyzing the test results. This process seems to be a time-consuming one and prone to missing potential bugs and prone to human errors.

An Advanced AI system can automate this entire workflow, optimize the process at each step.

Key applications of AI in Software Testing:

#1) Automated Generation of Test Cases

Example: Say if a User Story/Acceptance Criteria or Software requirement is an input to the AI system, AI first analyzes these requirements to identify the actions and expected outcomes.

AI makes use of NLP (Natural Language Processing) to understand the intent and context of the requirements, so that all the relevant scenarios are designed.

User Story: A user wants to log in with valid credentials so that the user can access his/her account. AI could generate a couple of valid and invalid test cases that are comprehensive and consistent.

#2) Defect Prediction

Example: AI in Software testing can predict the defects by analyzing the historical data like test results, any code changes, bug reports, and identify patterns that might indicate where defects are likely to occur in the current project.

For instance, in the payment processing module, a certain API modification may lead to issues. In this case, AI reviews the history of code changes and identifies certain API is modified, and then flags this module for additional testing after each relevant code change.

#3) Test Prioritization

Example: In a complex application, there are 1000 test cases. AI can identify the top 200 that are most likely to detect critical issues, focusing on the areas of recent code changes or that might have had defects in the past.

#4) Visual Testing

Example: AI compares the screenshots from the web applications, be it desktop or mobile versions, and can identify if the primary menu button is missing, aligned, or misplaced on the mobile view, which would lead to a poor user experience, and AI can flag these issues for further inspection.

How to select AI Testing Tools?

To select AI Testing Tools, first and foremost, ensure the project’s specific needs/type of AI is required. For example, NLP testing goals include robustness and model complexity.

Also, ensuring the chosen AI tool will support the automated testing, integration with development pipelines will be supported, and offering accurate and clear reporting analysis, along with considering ease of use by the team, community support/customer support.

Last, the Scalability (ability to handle the complexity of the application’s growth and run the parallel executions) checks.

Benefits of Using AI-Powered Testing Tools

Enlisted below are the key benefits of using AI software testing tools:

1. Test Execution and Automation are much faster: AI speeds up the test case creation, test execution, and maintenance, reducing the test time along with supporting multiple environments during parallel execution. Ex: Mabl and Testim tools are best suited for repetitive tasks and reducing the execution time.
2. Capable of handling Self-healing Tests: AI-powered self-healing capability can automatically update the test scripts when the application changes where whereas traditional test scripts are likely to break when the UI elements get changed. Ex: Testim, Katalon, Functionize tools using the AI to detect the UI changes and adjust the test scripts without manual intervention.
3. Test Coverage and Accuracy are better: Ex: Applitools Visual AI
4. Maintenance Efforts are reduced: Ex: TestCraft uses NLP for test script generation.
5. Codeless Testing facility for manual testers: Ex: Katalon Studio and Functionize.
6. Bug detection and Root Cause analysis are much smarter: Ex: Mabl and Functionize
7. Regression Testing improvement: Ex: Applitools and Perfecto(Testcraft)
8. Performance and Load Testing are enhanced: Ex: AI-powered load testing tools like Blaze Meter
9. ROI boost and Cost savings: Ex: AI-driven testing tools to reduce the QA Costs by 40% and 30% improvement on time-to-market.
10. Seamless integration with CI/CD pipelines: Ex: Testim, Mabl, and Katalon Studio.

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Here is a video on AI Software Testing Tools:

List of the Best AI Testing Tools

Here is a popular list to consider:

1. Tricentis Testim 
2. Accelq 
3. Functionize
4. Applitools  
5. Mabl 
6. BrowserStack 
7. Tricentis Tosca 
8. Katalon Studio  
9. KaneAI 
10. TestCraft 
11. Keysight Eggplant Test 
12. Test.ai 
13. ParaSoft SOAtest 
14. Digital.ai 

Comparing the Top AI Software Testing Tools

5 Top Best AI Software Testing Tools	Main Features of AI Testing Tools	Best Suitable For	Pricing Details of AI Tools	CI/CD Integrations & Platforms Supported
Tricentis Testim	• AI-driven test data creation • Self-healing tests • Smarter locators	Test automation is Scalable and Enterprise level	Paid (also, Free trial available)	CI/CD: Yes Platform: Web
Accelq	• Cloud-based AI-driven Automation tool • Codeless Automation tests • AI-based tests maintenance • End-to-End Automation testing	Manual and Automation testers team looking for AI-Augmented, no-code automation solution to reduce the maintenance efforts	Free Trail + Paid tiers are available	CI/CD: Yes Platform: Web, Mobile, Database and API testing supported
Functionize	• Cloud-based testing • Self-healing test scripts • NLP tests creation	Enterprises with complex applications to handle	Paid + Quote-based	CI/CD: Yes Platform: Web
Applitools	• Visuals AI testing • Cross-browser snapshots • Root cause analysis	UI/UX and visuals Regression testing	Paid + Free trial available	CI/CD: Yes Platform: Web, Mobile
Mabl	• Test scripts Auto-healing techniques • UI & also API testing • Insights dashboards are intelligent	Agile team members and faster-release cycles	Paid & Free trial available	CI/CD: Yes Platform: Web, Mobile

Detailed Review:

#1) Tricentis Testim 

Tricentis Testim is one of the AI-powered Test Automation tools that aims to increase the test coverage and reduce the test maintenance through its AI platform.

Testim is best suitable for Web and Mobile Test automation. Testim’s AI capabilities like self-healing tests, to fix failed test cases automatically, and Smart AI locators that detect the elements dynamically.

Testim helps users write tests much quicker with reduced maintenance and swift in shipping of the products.

This AI-based Testim platform is offering fully automated and codeless testing while addressing the Agile development process and enterprise applications transformation, which enhances the software release speed, reduces costs, and improves the overall quality of the software end product.

Features:

• By using the Machine learning algorithms that provide self-healing test capabilities.
• Reduces the flakiness with its AI-powered test creation and maintenance.
• Cross-browser and cross-platform testing are supported by the Testim AI Automation tool.
• Seamless integration with tools like TestNG, Selenium, Jenkins, and various other CI/CD tools
• End-to-end testing and Salesforce testing, which is designed for businesses that use Salesforce without coding efforts.
• TestOps is managing the test changes, organizing the teams, and focusing on the testing activities through the automation process.

Verdict: Tricentis Testim is expected to reduce the test maintenance efforts by 80% and is highly recommended for web, desktop, and API test automation. Its Monaco editing feature is able to share the code across test scripts to improve the testing.

It is easy to use and handle any tough testing challenges that the team may come across with much less effort and in less time.

Pricing:

Plan 1- Free	Plan 2- Paid	Plan 3-Custom
Customized to fit testing needs such as Web, Mobile, and Salesforce	Basic Rate: Starting from $450 per month	Customized to fit testing needs such as Web, Mobile and Salesforce

Website: https://www.testim.io

Suggested Read =>> Quickly Build Stable Tests Using Testim

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#2) Accelq 

Accelq is one of the cloud-based, AI-powered Automation testing and management tools. This platform is offering Mobile, Web, API, and Desktop automation testing for enterprise applications.

Accelq AI-powered capabilities help in test case generation and increase efficiency by optimizing the test coverage and reducing manual interventions too. Accelq AI tool leverages AI to build a sustainable automation process, which makes the test execution much reliable.

Features:

• AI-driven Test Case Generation: Helps to create test cases in an optimized way, which can improve efficiency and test coverage.
• No-code / Low-Code Automation: This functionality has made AI test automation without writing complex code, which enables non-technical users to access effortlessly.
• Seamless CI/CD Integration: Accelq AI test automation tool integrates seamlessly with integration tools like Azure DevOps, Jenkins, which support continuous testing.
• User-friendly Interface helps in quick onboarding for teams with less coding expertise, making this Accelq AI platform more intuitive.
• Comprehensive Support: Offers automation support for desktop, web, and API applications, which makes this AI-powered tool a versatile one.
• Optimization Support: AI-driven tool makes sure the test optimization of test case creation and its execution is well supported.

Verdict: Accelq is a cloud-based platform. It offers AI-powered low-code automation and management capabilities supporting the unified platforms like desktop, web, API applications, and databases, and packaged applications.

Accelq is allowing businesses to achieve 7.5X productivity. Currently, Accleq is dominating the G2 winter with multiple leader badges.

Pricing:

Plan 1- Free	Plan 2- Paid	Plan 3-Customized
Starting Price: Connect with an advisor for a pricing enquiry	Starting Price: Connect with an advisor for pricing enquiry	Customized to fit testing needs such as Web, Mobile, API, and Manual (Cloud or On-Premise)

Website: https://www.accelq.com/

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#3) Functionize 

Functionize is an AI-powered, Cloud-based test automation tool built upon machine learning (ML) algorithms and NLP (Natural Language Processing). Functionize is best suitable for web, mobile, and cloud applications and can integrate with CI/CD pipelines to support DevOps environments.

Further Reading => Best Text Analysis Software Tools

Functionize allows the development teams to carry out end-to-end testing that is self-healing, capable of running on the cloud, promoting a faster development process, reducing expenses, and improving the overall quality of the software.

Features:

• Swift in testing times and reduces the costs by using AI-powered test creation and execution without coding efforts.
• End-to-end tests are self-healing and are scalable in the cloud
• Increased automation efficiency with the integration of DevOps cycles.
• Autonomous test case generation is possible with this tool, which is based on real-time user journeys.
• Gen-AI-based features can make adjustments to test case scenarios.
• Comprehensive end-to-end testing, API testing, along with test data management.

Verdict: Functionize is considered one of the industry’s enterprise-level AI-powered automated testing tools. Enterprise industries looking for scalable solutions, then Functionize AI-driven Tool is the most suitable one, and also for non-technical QA testers looking for a codeless automation tool. Functionize is the best one.

Pricing:

Plan 1- Free	Plan 2- Paid	Plan 3-Customized
Customized plans for enterprise-grade AI-driven automation on Cloud	Connect with an advisor team for the pricing enquiry	Customized plans for enterprise-grade AI-driven automation on the Cloud

Website: https://www.functionize.com

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#4) Applitools

Applitools specializes in offering the most advanced AI capabilities and Visual AI Testing for validating UI (user interfaces) across a wide range of devices and platforms, like financial services and E-Commerce services.

It minimizes the manual intervention during the entire testing process, allowing the team to test in-depth applications testing increasing the efficiency, lowering costs, delivery process with accuracy.

Features:

• Application testing capability at a large scale.
• Intelligent AI-powered capabilities minimized the manual intervention during the testing process.
• Via Visual AI features, test creation, test execution, and maintenance of automated testing time are reduced significantly.
• By using AI automatically detects any regressions, validates UI elements, and handles the dynamic contents.
• Can integrate seamlessly with popular Testing frameworks like Cypress, Selenium, Appium, WebDriver IO, supporting multiple languages such as JavaScript, Java, Ruby, Python, etc.
• Works ultrafast with cloud platforms like Sauce Labs, AWS, Browserstack, and is scalable across cross-browser testing.

Verdict: Applitools AI-powered tool provides cutting-edge solutions for testing applications and boosts the overall software quality.

Applitools is best suitable for those visions that are on UI and UX consistency and regression testing using Visual AI can opt for this tool for their pixel-perfection in their automation testing, which supports cross-browser, cross-device specifically where UI integrity is critical, like in E-commerce, financial sectors, and even other enterprise applications.

Pricing:

Plan 1- Free	Plan 2- Paid	Plan 3-Customized or Platform Specific	Plan 4-Platform Specific
Applitools is offering a Free Trial for 14 days for smaller teams $0	Price details available upon request and is platform- specific.	3 platform-specific plans: -Free Trials, -Starter Price and -Enterprise levels. For Enterprise edition: Prices available upon request	Platforms are: all 3 platforms have Free Trials with Starter Price 1. Autonomous- Starter: $969/month 2. Eyes– Starter: $899/month 3.Eyes for Specific– Starter: $699/month

Website: https://applitools.com

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#5) Mabl 

Mabl is an AI-powered, low-code Test automation tool, best suitable for web and API test automation. Mabl utilizes machine learning to understand the behavior of an application and has Self-Healing AI capabilities.

Mabl reduces the operational costs involved and infrastructure, speeding up the testing process. Agile teams can take good advantage of this powerful AI tool, specifically for web applications.

Mabl is considered one of the modern, secure, and cloud-based which is designed for scalability.

Features:

• Whenever there are UI changes, tests are automatically updated using the self-healing technique.
• Diverse environments and multiple browsers are supported during real-time testing.
• Seamless integration with tools like Jenkins, Slack Jira.
• Reduction in Infrastructure and Operational costs.
• No-code integrated test automation solution offers load testing.
• Performance testing can be performed early in the development life cycle.

Verdict:

With Mabl, minimal complex coding is required, and teams looking the automate UI Cross-browser tests and API testing can opt for this AI-driven automation tool.

Pricing:

Plan 1- Free	Plan 2- Paid	Plan 3-Customized
Mabl provides Free Trial $0	Connect with an advisor team for pricing details	-Customized plans for enterprise-grade AI-driven automation on the Cloud.                             -Prices are customized based on the organisation’s requirements. Need to contact for prices.

Website: https://www.mabl.com

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#6) BrowserStack 

Although BrowserStack is not an open-source tool, it is considered one of the most user-friendly and fastest AI-powered Testing tools in the market. This BrowserStack AI automation testing tool enables testers to design, manage, and maintain test cases with less coding and make it accessible to non-technical and technical teams.

BrowserStack’s main purpose is to provide faster and more efficient facilities that support mobile and web-based testing without any deep coding expertise, with its AI-powered features like auto-waits, self-healing test cases, parallel test execution, and automated generation of test data across various devices and web browsers.

This platform also supports seamless integration with popular CI/CD pipeline tools, making the continuous testing environments ideal for collaboration.

Features:

• Low-Code Interface: Users are able to use this tool with limited technical expertise to create the tests, modify, and or even execute the test data easily. This feature would be valuable for manual testers wishing to transition from manual to automated testing.
• AI-driven test data generation: Manual test data set up can be avoided, as this tool can generate realistic test data dynamically for different test scenarios or criteria, improving the test coverage improved test runs.
• Record-and-playback feature: During manual testing, tests can be recorded easily, and for automation same tests can be utilized by playing them back, which makes the automation process unfold effortlessly.
• Self-healing tests and Smart Auto waits: If there are changes in UI and test scripts are broken, the self-healing tests feature automatically detects and fixes the broken tests, which reduces the maintenance burden of testers. Smart Auto Waits feature helps in automatically waiting for the elements to load, making the tests more consistent and reliable with no need to add additional wait times.
• NLP (Natural Language Processing): Test cases are created and run using simple language, eliminating the need for coding.
• Among the few mentioned above, there are several other benefits of using this BrowserStack AI-Powered testing tool, including Test Scheduling and Monitoring, which is efficient, Cross-Platform Testing, Email Notifications, Testing on Dev or private environments, Action recording, Parallel tests execution, and Test Scheduler for CI/CD pipelines, making use of REST APIs for Continuous Testing.

Verdict: Millions and millions of QA testers and developers are taking good advantage of the BrowserStack AI testing tool to get instant access and solutions by using the wide range of real devices.

BrowserStack is also recognized by G2 as a leader in Software Testing, Automation, and Test Management Categories.

Further Reading => Best AI Test Management Platforms

BrowserStack has helped organizations build over 500+ test scenarios rapidly, supporting the teams via chats and email. Hence, BrowserStack has become essential for QA testing for various websites using the real devices effect rather than using VMs (Virtual Machines,) which ensures the highest quality code.

Pricing:

Plan 1- Free	Plan 2- Paid
BrowserStack provides a Free Version and a Free Trial	Paid plans are categorized as 2 Products, 1. Web Testing 2. App Testing Each of the products has 4 types of plans that users can opt for as per their needs.

• Paid Plans details of Web Testing

Plan 1- Mobile Lite:	Plan 2 – Mobile & Desktop Max:	Plan 3 – Team |Team Pro:	Plan 4- Enterprise:
$15/month	$39/month	$150/month | $249/month	Contact the Sales team

• Paid Plan details of APP Testing

Plan 1- Individual	Plan 2 – Team	Plan 3 – Team Pro:	Plan 4- Enterprise:
$39/month	$150/month	$249/month	Contact the Sales Team for further details

Website: https://www.browserstack.com/low-code-automation

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#7) Tricentis Tosca 

Tricentis Tosca is one of the Comprehensive AI-powered Test Automation tools specifically designed for end-to-end testing, continuous testing on various platforms like Web, API, and Mobile, including enterprise-based applications, which makes use of AI and Machine learning algorithms during the automation testing process.

This AI-powered capability assists in speeding up the test creation, reducing the maintenance test efforts, and improving the test coverage, which enhances the visibility of testing activities.

Tricentis Tosca is based on a no-code feature/codeless approach with no need to script every test scenario and allows testers to create, execute, and maintain the testing process efficiently & accurately.

Features:

• End-to-end testing across various multiple platforms supports, allows cross-browser and cross-device testing facility supporting multiple platforms like Web, Mobile, API, SAP, Salesforce, Desktop, and Oracle.
• Self-healing and Smart Maintenance capabilities.
• Model-Based-Test (MBT) Automation, meaning no coding is required, Tosca allows users to just by UI scanning and creates the models that can generate tests automatically.
• API and drag-and-drop testing without scripting, also capable of integrating with SOAP, REST, and GraphQL, along with other protocols.
• AI-driven test optimization is also risk-based testing.
• Deployment options like Cloud and On-premise deployment options are available.

Verdict: Testers transitioning from manual to automation can easily opt for this codeless AI-powered tool. Agile and DevOps wish to have continuous testing and CI/CD integrations. Tosca is the best option.

Regulated organizations and large enterprises looking for comprehensive test automation may opt for this tool. Tosca Copilot and Vision AI are the highlights of this tool. Anyone wishing/looking for an AI-powered, codeless automation tool that is enterprise-grade, with multi-platform support, Tricentis Tosca is one of the best choices of the year.

Pricing:

Plan 1- Free	Plan 2- Paid
Tricentis Tosca Free Trial is available $0	Connect with the Sales advisor team for a pricing enquiry

Website: https://www.tricentis.com/products/automate-continuous-testing-tosca

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#8) Katalon Studio 

Katalon Studio is an AI-powered Test Automation tool providing the contemporary target capability for the highest quality management that assists a wide range of teams, like QA teams, developers, and DevOps teams, to provide a quality customer experience with increased speed and efficiency with ease.

Katalon’s AI-powered capabilities are self-healing tests, which are based on AI algorithms and testing failure predictions using the AI features. This tool is excellent for manual testers wanting to upgrade/transit to automation testing, also it is highly customizable for any complex scenarios.

Katalon is best suitable for end-to-end testing for Web, Desktop, Mobile, and API Test Automation.

Features:

• Supports Appium, Rest Assured, and Selenium.
• Manual testers can make use of the built-in record and playback feature.
• Integration with CI/CD Pipelines is easy and works seamlessly.
• Test maintenance and healing with its AI-powered capabilities.
• Visual testing for UI, UX, and functional tests can be run in parallelly using AI capabilities.
• It can identify the significant changes in the application’s design and any content changes using the smart comparison features of AI.

Verdict: Katalon Studio is one of the feature-rich, best AI-driven test automation tools and is more user-friendly to use, having the balancing capability for no-code/codeless automation testing for any beginner, and also provides advanced features of test scripting for more experienced testers.

Hence, this tool is no doubt making the users a great choice for multi-platforms like Web, API, Desktop, and mobile test automation. Overall, it has a 4.5/5 rating so far.

Pricing:

Plan 1- Free	Plan 2 -Create	Plan 3 – Expand	Plan 4- Scale
Katalon Studio Free Trial forever is available $0	Price $84 per user/month	Price $168 per user/month	Customized to access enterprise-grade features. Connect to the Sales team for pricing.

Website: https://katalon.com

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#9) KaneAI 

Lambdatest has recently introduced an advanced AI-powered QA agent called KaneAI.

KaneAI is a Gen-AI native testing agent for end-to-end software testing and is a QA agent-as-a-service platform that is built on modern LLMs (Large Language Models) for effortless test planning, creation, authoring, execution, and analysis for experiencing the seamless journey.

KaneAI facilitates this by tagging in JIRA, Slack, and or GitHub for automating the test scenarios and transforming them to executable test cases with the Lambdatest marketplace app.

Further Reading => Atlassian Rovo Review

KaneAI generates tests that focus on High-level objectives. Provides extensive test coverage for web and mobile, and OTT applications. Gen-AI native debugging is also possible with Kane AI’s Test agent to help troubleshoot the issues.

Features:

• Intelligent in Test Planning and Test Generation
• Code can be exported to multiple languages.
• Tests can be edited in two ways. Also, AI-powered debugging for Root Cause analysis(RCA)
• Seamless integration with platforms like Slack, JIRA, and GitHub
• Kane AI can automatically detect and fix bugs without human intervention. Also, bug reproduction is done effortlessly with Kane AI.
• Test Execution supports Cross-platform, allowing users to use over 3000 combinations of real devices, browsers, and operating systems, ensuring the comprehensiveness in test coverage.

Verdict: KaneAI-agent is unique and stands out because of its excellent features in providing intelligent automation for software testing, making it one of the essential tools for all kinds of users in the team, like Developers, QA Testers, and non-technical users.

Kane AI has the ability to generate and evolve the tests using Natural Language Prompts that help testing process more simplified. Core capabilities like Intelligent automation which is coupled with multiple-language code exporting and AI-driven debugging, making this tool a game changer in the software AI automation testing industry.

Pricing:

Plan 1- Free	Plan 2- Paid
Kane AI offers Free Trials	Paid plans are categorized into unified testing platforms, Such as 1. Manual Testing 2. Web Automation Testing 3. Native App Automation 4. Hyper Execute 5. Smart UI Each of the Platforms has sub 3 to 4 types of plans which users can opt for as per their needs.

• Paid Plans details of Manual Testing:

Plan 1- Free	Plan 2 – Live	Plan 3 – Real Device	Plan 4- Enterprise:
$0	$19/month	$35/month	Contact the Sales team

• Paid Plan details of Web Automation Testing:

Plan 1- Free	Plan 2 – Desktop Automation Testing -Linux	Plan 3 – Web and Mobile Browser on Real Device	Plan 4- Web & Mobile Browser Automation
$0	$39/month	$158/month	$119/month

Website: https://www.lambdatest.com/kane-ai

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#10) TestCraft

TestCraft is from the Perforce product and is also available as a browser extension to cater to various testing activities.

TestCraft is an AI-powered, no-code Test Automation Tool designed for Web applications. It is a robust Selenium-based automated testing tool that offers a drag-and-drop interface and visuals without needing to write complex code.

TestCraft makes use of Machine Learning (ML) and continuous optimization for quicker test creation, execution, and maintenance, which is good for Agile and DevOps teams.

As a browser extension leveraging the AI to generate test script ideas and help to create automated test scripts for popular testing frameworks like Cypress, Selenium, and Playwright, and can support multiple programming languages like Python, JavaScript, C#, and Java.

Features:

• AI with ML technology is reducing the test maintenance.
• Remote collaboration is made possible using Cloud-based testing solutions with parallel test execution.
• Continuous Testing with CI/CD integration with tools like Jenkins, GiLab, GitHub, and other CI/CD tools.
• Full testing flexibility is offered as it’s built on Selenium with codeless automated testing, which empowers non-technical teams.
• Self-healing feature and Smart maintenance capabilities are available with TestCraft
• With a larger team, real-time collaboration and tests, and reusability of the test components will speed up the testing activities.

Verdict: TestCraft is regarded as best suitable for web applications, non-technical testers who wish to switch to a no-code/AI automation testing tool, and is easy to access and use. Also, Agile teams need faster test execution and maintenance.

An organization that seeks stability in the AI-powered Automation testing process can opt for this AI tool. It is considered a great tool for Selenium testers who wish to automate with less scripting. In 2024, users reported that it reduced the maintenance by 70%.

Pricing: Test Craft comes as a Google Chrome Extension and is Open-source (Free to use).

Website: https://home.testcraft.app

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#11) Keysight Eggplant Test 

Keysight Eggplant Test is an AI-powered software test automation tool. Unique capabilities of this eggplant tool are that it can simulate the real user behavior in an application without source code, with its easy-to-use interface for secure solutions to test any software on any kind of platform or any device, which increases the testing process significantly.

Without needing complex coding and any open-source deployments, Eggplant offers integration with a wide range of CI/CD tools like Jenkins, GitHub Actions, and Azure DevOps, which can identify defects much swiftly, accelerating the release cycles, for an ultimate improvement on software quality.

Features:

• AI-powered testing with the Eggplant tool will optimize the user experience and speed up the release cycles.
• Testing activities for the Quality assurance process are faster, more secure, and easier-to-use interface.
• Regression packs can be automated on any platform, which increases the efficiency and testing efforts.
• Testing can be performed across various diverse platforms while ensuring the application’s performance and user experience on the built applications. (compatible with all types of software)
• Offers model-based testing, which helps to optimize user experience across mobile devices, cloud platforms, and desktop applications’ performance.
• Capable of harnessing the power of Digital-twin (Digital twin is a digital model or virtual representation of a system which is designed to reflect a real physical system’s accuracy) with AI-powered capabilities and automating the test workflows, accelerates the test coverage.

Verdict: Keysight Eggplant Test is an AI-powered low-code software test automation tool for performance, usability, and functional testing across a wide range of platforms.

Image-based testing approach makes this tool stand out, where many enterprise applications /industries are opting for this tool, which supports cross-platforms with self-healing AI-powered capabilities.

Pricing Details:

Plan 1- Free Trial	Plan 2 – Basic Plan price	Plan 3 – Quick starter	Plan 4- Enterprise licensing program:
$0 for 14 days	$2,500 per user per month	$ 9,999 for 3 months evaluation period	Contact the Sales team as customized prices based on the organization’s needs.

Website: https://www.keysight.com/us/en/products/software/software-testing.html

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#12) Test.ai

Test.ai is an AI-driven test automation tool designed to provide solutions to automate the functional and as well as regression testing for web applications and mobile native devices.

Manual internationalization of teams for tests creation, update, and execution is reduced significantly by using the machine learning capabilities and AI, which helps in creating and executing tests and increases the accuracy and efficiency of the testing process without extensive maintenance of tests.

Features:

• Adapts easily to UI changes using the self-healing capability.
• Swift in test execution and parallel testing.
• Supports iOS and Android Apps using a Mobile-First approach.
• AI-powered test creation and execution without complex coding efforts.
• Using AI, automated test case generation can be achieved.
• Seamless integration with DevOps teams and CI/CD pipelines, which helps Agile teams.

Verdict: Test.ai is suitable for teams transitioning from manual to AI-powered automation, and mobile-focused users can automate the tests for their Android and iOS native devices.

DevOps teams, CI/CD pipelines that need faster and scalable mobile/native devices test automation can go ahead with this AI tool.

Overall rating is 4.3/5 so far, and this AI-Powered tool is a great choice for a no-code mobile test automation tool that scales effortlessly self-healing feature and integrates well with CI/CD pipelines.

Pricing: Managed Services are available via XBOSOFT, with more pricing details.

Website: https://testers.ai

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#13) ParaSoft SOAtest 

Parasoft SOAtest is an AI-powered API testing tool designed mainly for automating security, functional, and performance testing for web services, APIs, and microservices. A wide range of protocols is supported via this AI tool, like JMS, REST, SOAP, and GraphQL, which makes it ideal for enterprise-level services.

Parasoft SOAtest tool offers automated end-to-end testing for the delivery of quality software, which scales swiftly. Integrates seamlessly into CI/CD pipelines and DevOps workflow, ensures a continuous testing facility, and regulatory compliance related to industry standards.

Features:

• Mocking and stubbing are supported in handling dependencies. Also reduces the third-party reliance services during the testing process.
• Detects API vulnerabilities using the Top 10 security testing tools.
• The risk analysis process and penetration testing are supported.
• Load testing and peak performance testing capabilities, integrating with JMeter for load checks.
• Multiple data formats and API protocols are supported.
• Works with CI/CD and DevOps teams.

Verdict: Parasoft SOAtest is immensely helpful in providing the highest quality software with an AI-driven software Automation testing platform with test solutions. This AI-powered tool provides award-winning reports and dashboards for centralized views of quality. Supports embedded, IOT markets, and enterprise industries, regulated industries.

This tool is considered one of the best for its AI-driven API testing solution with enterprise-level security, service visualization, and compliance.

Pricing:

Plan 1- Free Trial and Evaluation	Plan 2 – Starter price	Plan 3 – Customizable Licensing Structure
$0	$5,000 per year for per user license	Prices are tailored based on the organization’s need, hence, request pricing details from the sales team

Website: https://www.parasoft.com/products/parasoft-soatest

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#14) Digital.ai 

Digital.ai is an AI-powered, cloud-based automation testing tool offering a unified suite of tools for AI-driven testing approaches, analytics, application security, and release cycles.

Enterprise and regulated industries are preferring Digital.ai, particularly because of its strong test automation, security, and release cycle management capabilities, providing comprehensive test coverage for performance, functional, and use cases accessibility.

Features:

• Time to market is reduced significantly by accelerating the AI automation in the testing cycles.
• AI-Powered test automation along with quality management.
• Predictive Analysis and Insights using AI and Machine Learning capabilities.
• Application Security and protection is supported at an enterprise-grade.
• Provides backlog management along with scalable Agile and DevOps integrations.
• Software deployments can be automated across a wide range of cloud environments.

Verdict: Enterprise industries looking for AI-powered test automation, along with security and devOps integrations, then Digital.ai is the most suitable one. Also, organizations wish to opt for predictive analysis for software development, and digital.ai is the best to go to. Those regulatory sectors need to have security compliance.

Pricing: The Digital.ai platform doesn’t provide a Free Trial or an Evaluation period. Those organisations who wish or are interested can contact the Digital.ai platform team directly for their personalized demo.

Website: https://digital.ai/

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Frequently Asked Questions

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Conclusion

AI-powered software testing tools continue to evolve in this fast-paced world, and AI is revolutionizing the software testing industry; hence, QA professionals and developers have to analyze and adopt the right solution providing tools to enhance the efficiency, accuracy and reduce the maintenance, and improve the test’s reliability.

The unique self-healing, smart debugging, test generations, and seamless integration with CI/CD tools, smart versioning make these AI-powered Test Automation tools stand out among others.

Best AI testing tools for Manual testing are: TestCraft, KaneAI, Mabl, and Julius AI. AND

The best AI testing tools for automated testing are: Katalon Studio, Selenium with AI Extensions (Applitools, Lambda test), Functionize, and Testim.

Our Review Process: 

• Time taken to research this article: We spent 20 hours researching and writing this article, so you can get a useful summarised list of AI Testing tools with a comparison of each for your quick review.
• Total tools researched online: 31
• Top tools shortlisted for review: 10