Best Self-Healing Test Automation Tools of 2026

Virtuoso QA

Virtuoso QA is an AI-powered test automation platform designed to accelerate software quality assurance for enterprises. It enables teams to create, execute, and maintain tests using natural language without requiring coding expertise. The platform uses self-healing AI to automatically fix broken test elements, reducing maintenance effort and improving reliability. With support for continuous testing across browsers, devices, and CI/CD pipelines, it ensures faster and more efficient release cycles. Virtuoso QA also provides real-time insights and analytics to identify issues quickly. Its seamless integrations with tools like Jira, Jenkins, and GitHub make it easy to fit into existing workflows. Overall, it helps teams improve testing efficiency while reducing costs and manual effort.

131 Ratings

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Testim

Tricentis

Testim is the fastest path to resilient end-to-end tests—codeless, coded or both. Testim lets you create amazingly stable codeless tests that leverage our AI, but also the flexibility to export tests as code. You can leverage Testim’s modern JavaScript API and your IDE to debug, customize or refactor tests. Store them in your version control system to keep them in sync with branches and run tests on every commit. Run parallel, cross-browser tests on our test cloud or Selenium-compatible grids while integrating with your CI and dev tools to run smoke tests on pull requests, end-to-end tests on release candidates, or full regression suites on a schedule. Customers like Microsoft, Salesforce, NetApp, Wix, and JFrog run millions of tests on Testim each month. Learn more on our website and sign up for your free account!

31 Ratings

Starting Price: $20,000 a year

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Testsigma

Testsigma is an AI-native quality intelligence platform that gives QA and engineering leaders the evidence to answer that question. It compares test coverage against what is actually being built and produces a release confidence score with known confidence bounds. When gaps are found, Testsigma closes the loop: AI agents generate the missing tests, run them with self-healing, diagnose failures, and file complete bug reports. For teams that need comprehensive test execution, Testsigma supports web, mobile, API, and Salesforce testing with cross-browser and cross-device execution at scale on real devices. Testsigma serves mid-market and enterprise engineering teams across financial services, insurance, healthcare, manufacturing, retail, public sector, and technology. Recognized by Gartner in the Market Guide for AI-Augmented Enterprise Application Testing Tools and by Forrester in the Autonomous Testing Platforms Landscape.

5 Ratings

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BrowserStack

BrowserStack is the world’s largest cloud platform for software testing, with 19 global data centers & 20,000+ real Android and iOS devices that power nearly 1 Billion tests a year. BrowserStack's end-to-end unified testing platform is focused on supporting all genres of testing & operations, from functional testing to visual testing, accessibility testing, performance testing, test observability, API testing, and more. Over 50,000 customers, including Amazon, Paypal, Well Fargo Bank, Nvidia, MongoDB, Pfizer, GE, Discovery, React JS, Apache, JQuery and several others rely on BrowserStack to test their web & mobile apps.

2 Ratings

Starting Price: $29/month/user

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KaneAI

TestMu AI

KaneAI by TestMu AI is a GenAI-native, end-to-end software testing agent that lets teams plan, author, execute, and evolve tests using natural language — no scripting or framework knowledge required. Turn PRDs, Jira tickets, PDFs, images, or screen recordings directly into executable tests. A single flow can span web, mobile, API, database, network, and accessibility checks in one connected run. When the UI changes, KaneAI's self-healing and smart element detection re-anchor steps automatically, cutting maintenance from a rewrite to a quick review. Generated tests export to Selenium, Playwright, Cypress, and Appium, so you keep your existing code and avoid lock-in. Everything runs in parallel on HyperExecute across 3,000+ browser/OS combinations and 10,000+ real devices. Human-in-the-loop review keeps QA in control, and it integrates with Jira, Azure DevOps, GitHub, SmartUI, and Real Device Cloud. Ship faster without writing or maintaining test code by hand.

2 Ratings

Starting Price: $99

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Opkey

Opkey is industry’s most powerful No code testing platform for ERP & packaged applications that helps you implement continuous testing-autonomously. Lets you create high impact tests for your ERP\CRM applications like SAP, SFDC, Oracle without coding. Helps you analyze real time application changes and pinpoint the change impact. Execute any test, any number of times, on any mobile and browser on our secure on demand lab. We deploy some of the most cutting-edge technologies behind the scenes to make test automation ridiculously simple and easy. Being a leading continuous test automation platform, Opkey is helping enterprises accelerate digital transformation by reducing business risk associated with application changes. Opkey is being used some of the largest salesforce teams to accelerate their Salesforce testing using predictive test recorder and impact analysis engine.

2 Ratings

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Endtest

Endtest is an agentic AI platform for end-to-end test automation that helps teams create, run, maintain, and scale automated tests faster, without writing code. Teams can build tests manually, record browser actions, import test files, or generate editable test steps with the AI Test Creation Agent. Unlike generic AI tools that produce fragile code or black-box results, Endtest creates standard test steps that users can review, modify, reuse, and execute like any other test. Endtest supports web, mobile, API, database, email, SMS, file, visual, accessibility, cross-browser, geolocation, and CI/CD testing workflows. It also includes AI-powered test maintenance, test migration, and self-healing capabilities that help reduce broken tests when applications change. With unlimited AI usage and unlimited test executions, Endtest gives QA teams, developers, product managers, and startups a reliable way to adopt AI-powered testing at scale without tokens, credits, or unpredictable usag

1 Rating

Starting Price: $175/team/month

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Sauce Labs

Sauce Labs provides the world’s largest continuous testing cloud for web and mobile applications, giving development teams at the world's top digital brands access to a comprehensive and trusted solution they can use to deliver apps faster without compromising quality. Release better mobile apps to the market faster with extensive device and test coverage, streamlined beta app distribution, best-in-class error monitoring, and continuous feedback loops throughout your app development cycle. Ensure that your mobile apps work as they should in real-world scenarios, on any device, any browser, every time. Sauce Labs end-to-end mobile quality solutions enable organizations delivering mobile apps in the modern era of DevOps-driven development to achieve quality at speed throughout all stages of the app development journey - from development to production. No matter your testing needs,the application type you are developing, or your role in the mobile app SDLC, we've got you covered!

1 Rating

Starting Price: $19 per user per month

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Tricentis Tosca

Tricentis

No-code, Automated Continuous Testing. Tricentis Tosca, the #1 Continuous Testing platform, accelerates testing with a script-less, no-code approach for end-to-end test automation. With support for over 160+ technologies and enterprise applications, Tosca provides resilient test automation for any use case. Learn how Tricentis Tosca can help you: - Deliver fast feedback for Agile and DevOps - Reduce regression testing time to minutes - Maximize reuse and maintainability - Gain clear insight into business risk - Integrate and extend existing test assets (HPE UFT, Selenium, SoapUI…)

1 Rating

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Kobiton

Kobiton empowers enterprises to accelerate mobile app delivery through manual, automated, and no-code testing on real devices. Kobiton's AI-augmented mobile testing platform uniquely delivers one-hour continuous testing and integration. The platform offers AI-driven automation, including self-healing scripts and scriptless testing workflows. It also supports faster script execution, leading to quicker testing cycles. Users receive detailed test results that aid in decision-making and benefit from flexible deployment options that accommodate various testing needs. Kobiton's real devices provide low latency and high frame rates, contributing to both speedy and precise testing.

Starting Price: $83/month (unlimited users)

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Shiplight

Shiplight brings autonomous AI agents to quality-assurance workflows, generating, running, and maintaining end-to-end tests so development teams can “ship fast and break nothing.” It enables full test coverage in just days, with no scripting required; test flows are auto-generated from product flows, documentation, support tickets, and more; parallel execution and smart caching deliver fast, reliable feedback; and visual editors and natural-language prompts mean non-coders (product managers, QA analysts) can create, review, and manage tests without writing scripts. The underlying agent “learns” the application’s behavior over time, visually navigating UI elements, clicking through flows, filling in forms, and adapting to UI changes, so that maintenance burdens and flaky tests are dramatically reduced. It fits into existing CI/CD pipelines, supports an agent-driven execution layer.

Starting Price: Free

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ACCELQ

ACCELQ offers AI-powered No-Code test automation and management built on a cloud-native platform. ACCELQ provides a unified platform for web, mobile, API, database, and packaged apps. Automation-first, codeless capabilities make it easy to use for testing teams without deep programming expertise. ACCELQ allows businesses to achieve 3x productivity and over 70% savings with its industry-first autonomics-based automation platform. ACCELQ was named a leader in The Forrester Wave™: Continuous Automation Testing Platforms, Q4 2022. ACCELQ’s App Universe and predictive scenario designer enable the development of test scenarios based on path analysis and predictive analytics, and unique test data permutations are determined to provide coverage for all possible business process scenarios.

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Applitools

Applitools provides an end-to-end UI testing and monitoring platform powered by Visual AI for Developers, Test Automation, Manual QA, DevOps, and Digital Transformation teams. Our Visual AI technology transforms how organizations approach quality by ensuring web and mobile applications appear and operate exactly as designed across any device, browser, OS, or native application. Applitools is fast, quick to integrate with any DevOps environment, easy to use by anyone on the team, and scalable to any size organization looking to increase speed and quality with every release - an outcome necessary to compete in today’s challenging business environment. Hundreds of companies from a range of verticals, including Fortune 100 firms in software, banking, insurance, retail, and pharmaceuticals, use Applitools to deliver the best possible digital experiences to their customers. Applitools is headquartered in San Mateo, California, with an R&D center in Tel Aviv, Israel.

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Katalon Recorder

Katalon

Test on any browser, lose up manual work and grow with confidence. Record and turn web actions into automated scripts within a few clicks. Import existing Selenium IDE tests and switch sides with no regrets. Test well on your latest browser version, regardless of changes on the web. Best for individuals, start-ups and small businesses. Compatible with the latest versions of Chrome, Firefox, or MS Edge. Step-by-step onboarding loaded with tons of handy docs, walkthroughs, and webinars. Define variables once, use them everywhere, and update when needed with global variables. No more rewrites or hard-coding values in every test. Categorize and run only test cases that matter with dynamic test suites. Time to stop unnecessary tests and manual workarounds. Self-healing automatically seeks and uses valid locators whenever websites change and default locators fail to work. Let your tests run overnight and have the results ready by your next workday.

Starting Price: $25 per month

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Reflect

SmartBear

SmartBear Reflect is an agentic test automation platform for web and mobile applications. The platform uses AI to turn plain-English test steps into automated actions without requiring coding, selectors, or fragile locators. Reflect helps teams build end-to-end tests faster, maintain coverage as applications change, and reduce the maintenance burden of traditional automation frameworks. Its AI engine adapts to UI shifts so tests can keep working even when the application changes. Reflect supports web testing, mobile testing, API testing, visual testing, GenAI prompts, email and SMS testing, data-driven testing, and regression testing. Built for QA teams, developers, and functional testers, SmartBear Reflect helps organizations scale automated testing and maintain application integrity across releases.

Starting Price: $100 per month

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BrowsingBee

BrowsingBee is an AI-powered browser testing platform that transforms automated testing by enabling users to write tests in plain English while delivering resilience to UI changes through adaptive, self-healing test scripts. Through an intuitive interface, it generates robust tests that automatically adjust when elements change, logs each run via video recordings for precise debugging, and employs AI-driven analysis to proactively detect bugs before they reach production. It supports a range of testing needs, from regression and user-journey workflows (e.g., signup to purchase flows) to cross-browser compatibility across Chrome, Firefox, Safari, and Edge, as well as performance metrics like page load and API response times. Tests can be scheduled for 24/7 application monitoring, with smart notifications via Slack, email, or webhooks to alert teams of failures.

Starting Price: $24.2 per month

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Automna

Automna is an AI-powered platform designed to automate end-to-end testing for web and mobile applications without requiring code, enabling teams to generate, maintain, and execute test suites automatically. It allows users to build and run tests across entire user journeys while continuously analyzing results and identifying issues in real time. It integrates directly into development pipelines, triggering relevant tests on every code change and preventing regressions from reaching production by automatically flagging failures and generating new tests when needed. It emphasizes self-healing automation, meaning tests adapt to interface changes without breaking, significantly reducing maintenance overhead compared to traditional testing frameworks. It provides comprehensive coverage by executing tests in parallel, delivering faster feedback cycles, and improving software reliability.

Starting Price: $20 per month

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QAlity

Codeinsight Technologies

QAlity is an AI-powered no-code test automation platform that helps QA and engineering teams create, execute, and maintain end-to-end tests with minimal effort. The platform enables users to automate web application testing without writing code through an intuitive test creation interface. QAlity features AI-assisted test generation and self-healing locators that automatically adapt to UI changes, reducing flaky tests and minimizing maintenance overhead. Teams can run automated tests across multiple environments, schedule executions, manage regression suites, and access detailed execution reports from a centralized dashboard. Key capabilities include no-code test creation, AI-powered automation, self-healing element detection, cloud-based execution, scheduled test runs, multi-environment testing, test management, failure tracking, and reporting. QAlity helps organizations improve software quality, accelerate release cycles, and scale test automation while reducing the complexity

Starting Price: $0 / Free

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Klarent

Klarent is an autonomous, AI-powered QA testing platform for web and mobile apps. Describe what you want to test in plain English, and Klarent's multi-agent AI writes, runs, and maintains your end-to-end tests with no scripting or coding required. When your UI or logic changes, tests self-heal automatically, eliminating flaky tests and manual maintenance. Klarent runs in parallel across browsers and devices - web, native iOS & Android, and APIs and plugs into your CI/CD pipeline (GitHub, GitLab, Jenkins, Azure DevOps), delivering results to Slack, Microsoft Teams, and Jira. Available self-serve or as a fully managed service. SOC 2 and ISO 27001 certified, deployable in your own cloud or on-premises.

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Katalon Studio

Katalon

An all-in-one test automation solution Get started in no time, scale up with no limit, for any team, at any level. Katalon Studio Robust test generation on all platforms Productive IDE to generate automated tests easily for all platforms and OSs, regardless of application complexity. Powerful recording utility for effortlessly storing all UI elements to maximize reusability. Codeless experience for beginners. Infinite testing extension for experts. Set Up Projects Built-in project templates Start immediately with ready-made templates, test case libraries, keywords, and object repositories. All kinds of end-to-end testing in one place Uniquely perform web, mobile, API, and desktop testing – all in a single project.

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Screenster

As you interact with a web page Screenster records your actions. No coding, no element ids, no adding checks and assertions. Rerun recorded test and let Screenster optimize it. Parameters are automatically extracted and self-healing selectors stored for all actions. Approve intended changes to the baseline and update the default state of the UI. Exclude one or several UI elements from comparison. No browser plugins, no desktop installs, no manuals to read. Just type a URL to a Screenster server and enjoy the ride. Screenster can intelligently detect visual and content changes. It has sophisticated algorithms that compare run results to the baseline and find new, deleted and changed content. Screenster smart selectors automatically locate moved and changed page elements. It discovers and adjusts timeouts and uses AI to wait for the right time to move to the next step. You can run your tests on our cloud, or download Screenster Server and install it on-prem.

Starting Price: $100.00/month/user

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mabl

Mabl is an intelligent, low-code test automation platform. Built for Agile teams, mabl is a SaaS solution that tightly integrates automated end-to-end testing into the entire development lifecycle. Mabl’s native auto-heal capability evolves tests as the application UI evolves with development; and the comprehensive test results help users quickly and easily resolve bugs before they reach production. Creating, executing, and maintaining reliable tests has never been easier. Mabl enables software teams to increase test coverage, speed up development and improve application quality - empowering everyone on the team with the ability to ensure the quality of the applications at every stage.

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Appvance

Appvance.ai

Appvance IQ (AIQ) delivers transformational productivity gains and lower costs in both test creation and execution. For test creation, it offers both AI-driven (fully machine-generated tests) and also 3rd-generation, codeless scripting. It then executes those scripts through data-driven functional, performance, app-pen and API testing — for both web and mobile apps. AIQ’s self-healing technology gives you complete code coverage with just 10% the effort of traditional testing systems. Most importantly, AIQ finds important bugs autonomously, with little effort. No coding, scripting, logs or recording required. AIQ is easy to integrate with your current DevOps tools and processes. Appvance IQ was developed by a pioneering team who envisioned a better way to test. Their innovative vision has been made possible by applying differentiated, patented AI methods to test creation while leveraging today’s high-availability compute resources for massive levels of parallel execution.

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CloudTestr

Sutherland

CloudTestr by Sutherland is an AI-powered, end-to-end test automation platform designed to simplify enterprise software testing across all applications and technologies. It accelerates test onboarding, supports no-code automation, and enables touchless execution to dramatically reduce testing time. The platform features pre-built test libraries, self-healing scripts, and broad support for packaged applications such as Oracle, SAP, Salesforce, Workday, and MS Dynamics. CloudTestr also handles web, mobile, API, integration, performance, and security testing from a single unified interface. With continuous testing, CI/CD integration, audit support, and scalable automation, organizations can achieve faster releases, higher accuracy, and full test coverage. CloudTestr ultimately helps enterprises reduce testing costs, improve quality, and accelerate digital transformation.

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testRigor

testRigor is an AI-powered, no-code test automation platform designed to simplify and speed up software testing. It allows teams to create and run end-to-end tests using plain English instead of code, making automation accessible to both technical and non-technical users. The platform focuses on reducing test maintenance through self-healing capabilities that automatically adapt to application changes, while supporting testing across web, mobile, desktop, and APIs. In short, testRigor helps teams increase test coverage, reduce manual effort, and accelerate release cycles without relying heavily on engineering resources.

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Applitools Preflight

Applitools

Applitools Preflight is an AI-powered, codeless testing platform that enables users of any skill level to create, execute, and maintain automated tests for web applications without writing code. By recording user interactions, Preflight captures all elements and actions, allowing tests to be replayed across different browsers and screen sizes. The platform offers text and visual assertions for comprehensive testing, ensuring reliable and accurate results with minimal test flakiness. Users can manage and run tests within the application, grouping them into test suites and workflows for efficient orchestration. Tests can be executed on-demand, scheduled, or triggered via CI/CD pipelines. Preflight's features include self-healing locators that utilize Visual AI to handle missing or changed elements, on-the-fly synthetic data generation for realistic scenarios, visual testing capabilities for UI components, and test scheduling for continuous monitoring.

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QASolve

QASolve.ai is an AI-powered, no-code platform designed to deliver high-velocity application quality assurance with minimal human effort. It claims the capability to generate 80%+ test automation in just 1 week, thanks to its AI model that creates tests without requiring source code, specs, or human scripting. It applies self-healing technology to reduce flaky tests and supports massively parallel execution across multiple platforms and form factors, allowing teams to run comprehensive test suites fast. Users register their application URL and roles, then QASolve’s “Discovery” AI agents analyze user journeys, workflows, and relations, generate test cases and test data, integrate into CI/CD pipelines via APIs, and provide dashboards with real-time insights, failure analysis, and maintenance of tests across releases. It also offers export of tests to frameworks like Playwright or Selenium to avoid vendor lock-in.

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TestWheel

TestWheel is an AI-powered, no-code platform that delivers fast, end-to-end automated testing for web, performance, API, and native mobile applications. Whether you’re transitioning from manual testing or moving away from open-source frameworks, TestWheel simplifies the process with codeless test creation and intuitive workflows. Our mission is to make software testing accessible for teams of all sizes through a comprehensive, easy-to-use framework. TestWheel offers the full range of AI-powered testing features available on the market, including an AI agent that writes test cases through natural language conversation. The platform supports self-healing tests, reducing maintenance time, and serves as a seamless transition tool—allowing teams to import existing manual tests from Jira, Azure DevOps, or Selenium scripts into a fully automated, self-healing, no-code suite. Free trials are available for teams, and we also provide custom integrations and on-premises solutions.

Starting Price: $10/month

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QualGent

QualGent is an AI-powered mobile app quality assurance platform that automates end-to-end testing for iOS and Android applications by using intelligent agents that mimic human testers and run continuously rather than relying on fragile scripted tests or manual QA, helping development teams catch bugs, improve release confidence, and ship faster without expanding QA headcount. Its AI automatically generates comprehensive test plans by linking to your code repo, PRDs, Figma designs, or by accepting plain-English descriptions of what to test, then executes those tests 24/7 on real devices and emulators in parallel with video, logs, and detailed reports, including multi-lingual and cross-platform coverage, while handling dynamic UI changes with self-healing capabilities that reduce maintenance overhead. QualGent integrates into CI/CD pipelines and issue trackers like GitHub, Slack, and Linear, enabling tests to run on every commit and deliver actionable output quickly.

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Bug0

Bug0 is an AI QA engineer for agentic test automation, built to test critical flows fast and keep them covered on every deploy. Bug0’s expert AI agents write the tests, heal them when the UI changes, and run them on every deploy, while a forward-deployed engineer verifies every result and files bugs before they reach production. It is designed for teams shipping quickly, where development has accelerated but QA has not kept up, test scripts break faster than teams can fix them, and releases often move forward without enough regression coverage. Bug0 lets users describe a flow in plain English or upload a screen recording, then converts it into end-to-end test steps that can be edited and run with zero Playwright syntax required. Its self-healing execution adapts when the UI changes, produces video, logs, and AI analysis for every run, and runs in the cloud on every PR.

Starting Price: $2,500 per month

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Best Self-Healing Test Automation Tools

Compare the Top Self-Healing Test Automation Tools as of September 2026

What are Self-Healing Test Automation Tools?

Virtuoso QA

Testim

Testsigma

BrowserStack

KaneAI

Opkey

Endtest

Sauce Labs

Tricentis Tosca

Kobiton

Shiplight

ACCELQ

Applitools

Katalon Recorder

Reflect

BrowsingBee

Automna

QAlity

Klarent

Katalon Studio

Screenster

mabl

Appvance

CloudTestr

testRigor

Applitools Preflight

QASolve

TestWheel

QualGent

Bug0

Best Self-Healing Test Automation Tools

Compare the Top Self-Healing Test Automation Tools as of September 2026

What are Self-Healing Test Automation Tools?

Virtuoso QA

Testim

Testsigma

BrowserStack

KaneAI

Opkey

Endtest

Sauce Labs

Tricentis Tosca

Kobiton

Shiplight

ACCELQ

Applitools

Katalon Recorder

Reflect

BrowsingBee

Automna

QAlity

Klarent

Katalon Studio

Screenster

mabl

Appvance

CloudTestr

testRigor

Applitools Preflight

QASolve

TestWheel

QualGent

Bug0

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