Best AI Software Testing Tools

How Many AI Software Testing Tools Products Does G2 Track?

Total Products under this Category: 323

Category Stats (Nov 2026)

  • Average Rating: 4.56/5 (↓0.03 vs Oct 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Maestro (+1.02%) - Among all products in this category, Maestro recorded the largest rating increase compared to last month

Last updated: November 02, 2026

How Does G2 Rank AI Software Testing Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 15,000+ Authentic Reviews
  • 323+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for AI Software Testing Tools

G2 Grid® for AI Software Testing Tools plotting products by satisfaction and market presence

Highlighted products: BrowserStack, UiPath Agentic Automation, testRigor, ACCELQ, Keysight Eggplant, Testsigma, The Panaya Platform, and Kualitee.

Underlying data: [Grid® JSON](https://www.g2.com/categories/ai-software-testing-tools/grids.json?focus%5B%5D=browserstack&focus%5B%5D=uipath-agentic-automation&focus%5B%5D=testrigor&focus%5B%5D=accelq&focus%5B%5D=keysight-eggplant&focus%5B%5D=testsigma&focus%5B%5D=the-panaya-platform&focus%5B%5D=kualitee)

BrowserStack

BrowserStack is the world’s leading cloud-based testing platform, trusted by 50,000+ Dev and QA teams to deliver fast, reliable, and high-quality software. From manual to automated, visual to accessibility testing, BrowserStack brings every layer of the QA process onto a single, integrated platform, so you can ship confidently at scale. Our Products: Manual Testing Live: Cross-browser testing App Live: Real device testing Testing Toolkit: Essential manual testing tools Test Automation Automate: Browser automation cloud App Automate: Mobile app automation cloud Percy: Visual testing & review App Percy: Visual testing & review Management & Optimization Test Management: Plan, track, and manage tests Test Management for Jira: Manage tests inside Jira Test Reporting & Analytics: Monitor & optimize all tests Automation without coding Low Code Automation: AI-driven automated tests Website Scanner: All-in-one website checker

Average Rating: 4.4/5.0

Total Reviews: 3,329

Who Is the Company Behind BrowserStack?

  • Seller: BrowserStack
  • Company Website:
  • Year Founded: 2011
  • HQ Location: Dublin, Dublin
  • LinkedIn® Page: www.linkedin.com
    1,731 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, QA Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 41% Small, 38% Medium

What Do G2 Reviewers Say About BrowserStack?

AI-generated summary from verified user reviews

Pros
  • Users find BrowserStack extremely easy to use, enabling efficient cross-browser and cross-device testing without hassle.
  • Users appreciate the extensive selection of real devices from BrowserStack, facilitating efficient testing for various applications.
  • Users value the wide variety of devices available on BrowserStack, enhancing their app testing without physical limitations.
  • Users appreciate the effortless cross-browser and cross-device testing provided by BrowserStack, enhancing productivity and efficiency.
  • Users find BrowserStack's easy testing features invaluable for efficient cross-browser and cross-device validation, enhancing workflow productivity.
Cons
  • Users experience slow performance with some devices, occasionally causing crashes and affecting usability.
  • Users experience slow loading times with BrowserStack, which can lead to application crashes and frustration.
  • Users find BrowserStack's pricing expensive, particularly concerning for teams requiring frequent or large-scale testing.
  • Users face testing difficulties with BrowserStack, including issues with mobile camera usage and inconsistent results.
  • Users often experience slow speed on some devices, causing frustration and occasional application crashes.

What Are Recent G2 Reviews of BrowserStack?

What Are G2 Users Discussing About BrowserStack?

UiPath Agentic Automation

UiPath (NYSE: PATH) is a global leader in agentic automation, empowering enterprises to harness the full potential of AI agents to autonomously execute and optimize complex business processes. The UiPath Platform™ uniquely combines controlled agency, developer flexibility, and seamless integration to help organizations scale agentic automation safely and confidently. Committed to security, governance, and interoperability, UiPath supports enterprises as they transition into a future where automation delivers on the full potential of AI to transform industries. For more information, visit www.uipath.com. Agentic testing is an AI-powered approach to software quality assurance that leverages autonomous agents to generate, execute, and evolve tests across the entire testing lifecycle. By partnering intelligent agents with human testers, agentic testing dramatically increases test coverage, accelerates release cycles, improves system resilience, and enables continuous testing at enterprise scale. It empowers teams to shift from manual, reactive testing to proactive, scalable quality engineering—driving faster innovation with higher confidence.

Average Rating: 4.6/5.0

Total Reviews: 6,286

Who Is the Company Behind UiPath Agentic Automation?

  • Seller: UiPath
  • Company Website:
  • Year Founded: 2005
  • HQ Location: New York
  • LinkedIn® Page: www.linkedin.com
    5,142 employees on LinkedIn®
  • Ownership: NYSE: PATH

Who Uses This Product?

  • Who Uses This: RPA Developer, Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 51% Large, 28% Medium

What Do G2 Reviewers Say About UiPath Agentic Automation?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the versatile automation capabilities of UiPath, making it useful across various industries.
  • Users value the ease of use of UiPath Agentic Automation, facilitating seamless automation across various applications.
  • Users value the straightforward automation capabilities of UiPath Agentic Automation, noting its ease of use and security features.
  • Users benefit from the automation ease of UiPath Agentic Automation, enhancing productivity and simplifying test cycles significantly.
  • Users highlight the efficiency of UiPath Agentic Automation, streamlining automation processes and enhancing workflow management.
Cons
  • Users find the licensing costs expensive and difficult to anticipate, complicating budget management for UiPath Agentic Automation.
  • Users find the learning curve steep, especially with challenging content like the Orchestra videos and licensing issues.
  • Users find the complexity of the RPA platform overwhelming, highlighting the need for more intuitive features and upgrades.
  • Users find the missing features in UiPath, such as modern folder access, hinder their overall experience.
  • Users express concerns about the high cost of UiPath licenses, particularly in comparison to Power Automate.

What Are Recent G2 Reviews of UiPath Agentic Automation?

What Are G2 Users Discussing About UiPath Agentic Automation?

testRigor

Software QA testers use testRigor codeless testing tool to create robust end-to-end functional tests. Software testing made easy: create cross-platform tests using no code for web, native and hybrid mobile applications, desktop, and API. Utilize email testing, visual testing and audio testing built-in features. Create your automated tests 15x faster and with 95% less test maintenance than traditional automation testing tools. Execute tests in parallel and receive results in minutes, not hours. Easily integrate with your favorite issue management tools, CI/CD tools, and so on. It’s easy to scale your software testing with testRigor. Best for: Software teams who want to rapidly increase their test automation coverage while also spending much less time on maintenance. testRigor aims to be the only automation tool needed - with broad support, cross-platform and cross-browser testing, reporting and screenshots for every step

Average Rating: 4.6/5.0

Total Reviews: 47

Who Is the Company Behind testRigor?

  • Seller: TestRigor
  • Year Founded: 2022
  • HQ Location: Brooklyn, US
  • LinkedIn® Page: www.linkedin.com
    330 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 52% Small, 46% Medium

What Do G2 Reviewers Say About testRigor?

AI-generated summary from verified user reviews

Pros
  • Users find testRigor's ease of use saves time and simplifies maintaining a large suite of tests effectively.
  • Users find the automation capabilities of testRigor save time and simplify test maintenance effectively.
  • Users find testRigor's time-saving features allow quick test creation and maintenance, enhancing productivity significantly.
  • Users highlight the exceptional customer support of testRigor, noting quick responses and effective issue resolution.
  • Users enjoy the automation ease of testRigor, enabling rapid test creation without programming knowledge.
Cons
  • Users often face testing difficulties due to tool crashes and inconsistent input behavior, impacting test reliability.
  • Users experience testing issues with testRigor, including mobile delays, updates causing failures, and occasional crashes.
  • Users often face bug issues with testRigor, resulting in crashes and failures of test cases.
  • Users face technical issues with syncing parent and child suites, impacting the functionality of Reusable Rules.
  • Users express concern over the high cost of servers, which may limit accessibility and budget considerations.

What Are Recent G2 Reviews of testRigor?

What Are G2 Users Discussing About testRigor?

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ACCELQ

ACCELQ is an agentic AI codeless testing platform for web, mobile, API, desktop, and packaged applications, including SAP, Salesforce, Oracle, Workday, MS Dynamics, nCino, Coupa, and ServiceNow. Autopilot, its coordinated system of AI agents, discovers the application, generates the tests, executes them, analyzes failures, heals the suite, and reruns it, all without a person directing each step. That is a categorical difference from AI-assisted tools, which still need someone to design the test flow and apply the fix by hand. Automation logic itself is plain English. If you can describe the test in a sentence, you can build it. No engineer required. Self-healing locators and Anchor Elements keep tests running when the application changes underneath them, so maintenance effort decreases as the platform learns the application over time. ACCELQ is a Leader in the Forrester Wave Q4 2025 for Autonomous Testing Platforms, with the highest Current Offering score and the only Customer Favorite recognition in that evaluation. It holds a 4.8 out of 5 rating on G2 and won the AI Breakthrough Award in 2025. Teams report 7.5x faster automation development, 72% lower test maintenance effort, and 53% cost reduction versus scripted tools.

Average Rating: 4.8/5.0

Total Reviews: 114

Who Is the Company Behind ACCELQ?

  • Seller: ACCELQ
  • Company Website:
  • Year Founded: 2014
  • HQ Location: Dallas, US
  • LinkedIn® Page: www.linkedin.com
    233 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 40% Medium, 35% Large

What Do G2 Reviewers Say About ACCELQ?

AI-generated summary from verified user reviews

Pros
  • Users value ACCELQ for its user-friendly and codeless automation, significantly streamlining the testing process and enhancing collaboration.
  • Users value ACCELQ for its user-friendly, codeless automation that simplifies and accelerates the testing process effectively.
  • Users value the codeless automation of ACCELQ, streamlining testing and empowering both technical and non-technical team members.
  • Users value the time-saving automation of ACCELQ, accelerating test creation and enhancing efficiency in Agile workflows.
  • Users appreciate the user-friendly automation of ACCELQ, which simplifies and accelerates the testing process significantly.
Cons
  • Users find the steep learning curve of ACCELQ challenging, especially with complex features and initial setup guidance.
  • Users face integration issues with ACCELQ, including limited options and complex configurations that hinder flexibility.
  • Users express concerns over poor reporting, lacking detailed analytics and flexibility for effective test management.
  • Users find the difficult learning curve of ACCELQ challenging, especially with advanced features and initial setup.
  • Users find the insufficient information on ACCELQ's features hinders effective use and understanding of the product.

What Are Recent G2 Reviews of ACCELQ?

What Are G2 Users Discussing About ACCELQ?

Keysight Eggplant

Keysight Eggplant is a leading intelligent test automation platform that uses ML/AI to test the entire user journey — identifying and predicting any potential defects along the way. Unlike other testing tools, Eggplant can test any technology, platform, or device, no matter the complexity. Because Eggplant is non-invasive, it does not require access to source code, making it the best solution for black box testing in secure environments. Eggplant delivers the coverage you need to optimize the user experience, speed up release cycles, and improve your quality assurance process. Discover a fast, secure, and easy-to-use solution that tests any software on any platform or device.

Average Rating: 4.2/5.0

Total Reviews: 87

Who Is the Company Behind Keysight Eggplant?

  • Seller: Keysight Technologies
  • Year Founded: 2014
  • HQ Location: Santa Rosa, California, United States
  • LinkedIn® Page: www.linkedin.com
    13,900 employees on LinkedIn®
  • Ownership: NYSE: KEYS

Who Uses This Product?

  • Who Uses This: Software Engineer, Test Automation Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 44% Large, 35% Small

What Do G2 Reviewers Say About Keysight Eggplant?

AI-generated summary from verified user reviews

Pros
  • Users find Eggplant to be exceptionally easy to use, simplifying automation for various applications and users regardless of technical skills.
  • Users find automation easy and intuitive with Eggplant, effectively handling various application types and complexities.
  • Users find Eggplant's automation support exceptional, making complex application testing easy and accessible for all skill levels.
  • Users find the ease of automation with Keysight Eggplant to be highly beneficial and user-friendly for all.
  • Users praise the outstanding vendor support of Keysight Eggplant, enhancing their experience with prompt and helpful assistance.
Cons
  • Users face compatibility challenges with various technologies and applications, impacting the overall effectiveness of Eggplant.
  • Users often face compatibility challenges with certain technologies and applications when using Keysight Eggplant.
  • Users often experience OCR issues leading to test failures, which can disrupt the reliability of the application.
  • Users experience compatibility challenges with various technologies and applications, impacting the effectiveness of Eggplant.
  • Users find the complexity of Keysight Eggplant overwhelming, especially regarding logs and file conversion issues.

What Are Recent G2 Reviews of Keysight Eggplant?

What Are G2 Users Discussing About Keysight Eggplant?

Testsigma

Testsigma is an agentic test automation platform that runs the full testing lifecycle: generating, executing, healing, and diagnosing tests, then filing the bugs, in one platform, on web, mobile, API, desktop, and Salesforce. At the end of that loop, it scores your release: a confidence number, backed by evidence, that tells you whether you're actually safe to ship, not just whether the build is green. Used by Nestlé, KFC, DHL, Samsung, Cisco, and more, Testsigma empowers quality engineering teams to speed up their testing effortlessly, thus ensuring high-quality software delivery with confidence.

Average Rating: 4.4/5.0

Total Reviews: 140

Who Is the Company Behind Testsigma?

  • Seller: Testsigma
  • Company Website:
  • Year Founded: 2019
  • HQ Location: Bangalore, Karnataka
  • LinkedIn® Page: www.linkedin.com
    238 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: QA Engineer, QA Manager
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 44% Medium, 42% Small

What Do G2 Reviewers Say About Testsigma?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Testsigma, finding it straightforward and quick for automation tasks.
  • Users love the easy and efficient automation with Testsigma, enhancing collaboration and speeding up product testing.
  • Users appreciate the excellent customer support of Testsigma, benefiting from a supportive team during onboarding.
  • Users praise the user-friendly automation support of Testsigma, facilitating quick onboarding and efficient testing processes.
  • Users value the time-saving features of Testsigma, enhancing efficiency in QA processes and accelerating test automation.
Cons
  • Users report slow performance with Testsigma, especially with large test suites impacting efficiency and cycle times.
  • Users experience testing difficulties due to slow performance, challenging API testing, and complicated object identification.
  • Users experience testing issues with reliability and false runs, leading to frustration and the need for multiple re-runs.
  • Users find complexity in workflows and face limits, reliability issues, and setup challenges with Testsigma.
  • Users find insufficient training a barrier, requiring extra time to master TestSigma's advanced features and functionalities.

What Are Recent G2 Reviews of Testsigma?

What Are G2 Users Discussing About Testsigma?

The Panaya Platform

Panaya is the leading agentic platform for enterprise cross-application testing and change impact analysis. Since 2006, Panaya has helped IT, QA and testing teams confidently deliver clean and safe changes to critical business processes and systems, while reducing risk, cost and disruption to business. We take pride in being business enablers for our customers by analyzing the impact of change, prioritizing risk, generating and fixing code, and effectively managing ongoing testing. With Panaya, IT, testing teams and business users can collaborate seamlessly, focusing their efforts where it matters most, so change becomes manageable, predictable and far less stressful. Transform your business with an agentic platform that helps you focus on what truly matters.

Average Rating: 4.4/5.0

Total Reviews: 587

Who Is the Company Behind The Panaya Platform?

  • Seller: Panaya LTD
  • Company Website:
  • Year Founded: 2006
  • HQ Location: Hod Hasharon, Center
  • LinkedIn® Page: www.linkedin.com
    204 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Consultant, Project Manager
  • Top Industries: Information Technology and Services, Electrical/Electronic Manufacturing
  • Company Size: 56% Large, 28% Medium

What Do G2 Reviewers Say About The Panaya Platform?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of the Panaya Platform, enhancing navigation and project customization effortlessly.
  • Users value the intuitive testing capabilities of the Panaya Platform, enhancing collaboration and efficiency in testing processes.
  • Users love the time-saving automation of Panaya Platform, streamlining testing and change management efficiently for teams.
  • Users highly value the automation capabilities of Panaya, enhancing efficiency and collaboration in managing changes and testing.
  • Users praise the intuitive user interface of Panaya Smart Testing, making integration and management seamless and efficient.
Cons
  • Users experience testing difficulties due to lag, recorder issues, and complications in updating test scripts.
  • Users face recording issues, including lag, errors, and occasional failures to open, impacting their testing efficiency.
  • Users note a challenging learning curve for Panaya, especially with frequent updates and complex initial setup requirements.
  • Users experience slow performance with lag during recording and test tree access, impacting overall efficiency.
  • Users note the missing features like lack of video recording and limited integration options, hindering overall usability.

What Are Recent G2 Reviews of The Panaya Platform?

What Are G2 Users Discussing About The Panaya Platform?

Thunders

Thunders is an AI-native software testing platform built for teams that need reliable coverage without the maintenance overhead of traditional automation. Its autonomous agents generate, execute, and maintain end-to-end tests from plain-language instructions, across web, mobile, API. When an interface changes, tests repair themselves, which removes the broken-selector firefighting that slows release cycles. QA leads, engineers, and product teams all work from one platform, no scripting required.

Average Rating: 4.9/5.0

Total Reviews: 24

Who Is the Company Behind Thunders?

  • Seller: Thunders
  • Company Website:
  • Year Founded: 2025
  • HQ Location: Paris, FR
  • LinkedIn® Page: www.linkedin.com
    39 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 54% Medium, 33% Small

What Are Recent G2 Reviews of Thunders?

Kualitee

Kualitee is an AI-powered test management platform designed to assist software testing teams in streamlining their testing processes and delivering high-quality software more efficiently. Kualitee caters to organizations looking to enhance their software quality assurance practices by providing a robust set of tools that facilitate test case management, test execution, defect management, and comprehensive reporting and analytics. The target audience for Kualitee includes software development & testing teams, quality assurance professionals, and project managers across various industries. By addressing the complexities of software testing, Kualitee is particularly beneficial for teams that require a structured approach to manage their testing workflows. The platform is designed to accommodate both small teams and large enterprises, ensuring that users can scale their testing efforts as needed. Specific use cases include managing test cases for new software features, tracking defects throughout the development lifecycle, and generating insightful reports to inform stakeholders about testing progress and software quality. One of the standout features of Kualitee is its Gen AI engine, Hootie, which generates test cases based on user stories and test scenarios. This functionality not only saves time but also enhances the accuracy of test case creation, allowing teams to focus on more strategic testing activities. Additionally, Kualitee offers strong traceability, making it easier for teams to track requirements and identify bugs. This traceability ensures that any issues can be quickly located and addressed, ultimately leading to a more polished final product. Kualitee also provides flexibility in deployment options, allowing users to choose between cloud-based or on-premise plans based on their specific needs. The platform's ability to integrate with a wide range of leading software tools further enhances its usability, enabling teams to incorporate Kualitee into their existing workflows seamlessly. Its scalability and customization options make it suitable for organizations of all sizes, ensuring that users can tailor the platform to fit their unique testing requirements. By leveraging Kualitee's comprehensive suite of features, teams can enhance their testing efficiency, improve collaboration, and ultimately deliver higher-quality software products. The combination of AI-driven capabilities and a user-friendly interface positions Kualitee as a valuable asset for any organization committed to excellence in software development and quality assurance.

Average Rating: 4.6/5.0

Total Reviews: 243

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Who Is the Company Behind Kualitee?

  • Seller: Kualitatem
  • Company Website:
  • Year Founded: 2010
  • HQ Location: New York, US
  • LinkedIn® Page: www.linkedin.com
    178 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Senior Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 53% Small, 44% Medium

What Do G2 Reviewers Say About Kualitee?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use in Kualitee, enjoying its user-friendly interface and streamlined test management.
  • Users find the user-friendly interface of Kualitee enhances test case management and collaboration for all skill levels.
  • Users value the effective tracking of test cases and defects in Kualitee, enhancing collaboration and coordination.
  • Users appreciate the easy organization of test cases in Kualitee, enhancing collaboration and simplifying management tasks.
  • Users value the user-friendly interface of Kualitee, enhancing team collaboration and simplifying test management.
Cons
  • Users find the limited customization options restrict their ability to tailor Kualitee to their specific needs.
  • Users find a steep learning curve when getting accustomed to Kualitee's feature-rich interface and report customization.
  • Users find the insufficient information in Kualitee's reporting and notifications challenging for effective project tracking.
  • Users find the filtering issues in Kualitee frustrating, as attaining specific views requires too much effort.
  • Users experience slow performance with Kualitee, particularly in menu navigation and search functions affecting workflow efficiency.

What Are Recent G2 Reviews of Kualitee?

What Are G2 Users Discussing About Kualitee?

Katalon

Katalon True Platform is an AI-driven software quality solution designed to unify the software testing lifecycle, enabling Quality Assurance (QA) teams to deliver high-quality software more efficiently. By integrating multiple essential capabilities into a single platform, it addresses the challenges of fragmented testing environments that often hinder productivity and inflate costs. The True Platform encompasses six core functionalities: Manual Testing, Test Automation, Test Management, Test Execution Environment, Reporting & Analytics, and Production Insights, all coordinated by the Katalon AI Assistant. The fragmentation of software quality tools has historically created inefficiencies, with separate tools for each aspect of testing leading to delays and increased costs. Katalon True Platform seeks to eliminate these barriers by automating the entire testing lifecycle, not just the execution phase. This holistic approach allows QA teams to accelerate their delivery timelines, identify defects earlier in the process, and scale their quality efforts without the need for additional personnel. By streamlining the testing process, teams can focus on enhancing software quality and meeting project deadlines more effectively. A standout feature of the True Platform is the Katalon AI Assistant, which enhances productivity at every stage of the testing lifecycle. This embedded AI assistant employs six specialized agents that facilitate various tasks, from analyzing requirements and generating test cases to autonomously executing tests and reporting defects. For instance, the Requirement Analyzer identifies ambiguities in specifications, while the Bug Reporter automates the generation of detailed defect reports, integrating seamlessly with tools like Jira or Azure DevOps. This conversational AI experience keeps users in control while significantly reducing the time spent on routine tasks. Katalon Studio, a well-established test automation tool, remains an integral part of the True Platform. It provides a robust environment for teams seeking in-depth coded test automation, including custom frameworks and complex scripting. The key enhancement is that Katalon Studio now operates in conjunction with the broader platform, ensuring that all outputs are connected to the same test management and reporting infrastructure. This integration allows for a cohesive workflow across the QA team, enhancing collaboration and visibility. Designed to cater to the diverse needs of the entire QA organization, Katalon True Platform accommodates manual testers through intuitive, zero-code workflows, while providing automation engineers with the familiar scripting environment of Katalon Studio. QA managers benefit from real-time dashboards and predictable execution, and QA leaders gain consolidated visibility and cost efficiency by replacing multiple vendor solutions with a single, unified system. This comprehensive approach ensures that all team members can contribute effectively to the software quality process, ultimately leading to improved outcomes and faster delivery times.

Average Rating: 4.4/5.0

Total Reviews: 222

Who Is the Company Behind Katalon?

  • Seller: Katalon LLC
  • Company Website:
  • Year Founded: 2016
  • HQ Location: Atlanta, US
  • LinkedIn® Page: www.linkedin.com
    301 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Test Engineer, QA Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 40% Small, 30% Medium

What Do G2 Reviewers Say About Katalon?

AI-generated summary from verified user reviews

Pros
  • Users find Katalon to be easy to learn and use, making automation accessible for both beginners and experts.
  • Users appreciate the powerful automation capabilities of Katalon, streamlining both manual and automated testing processes effectively.
  • Users value the low-code and no-code automation capabilities of Katalon, simplifying the testing process significantly.
  • Users commend Katalon for its implementation ease, allowing quick setup and seamless integration into existing workflows.
  • Users appreciate Katalon for its time-saving capabilities, enabling faster test case creation and streamlined automation processes.
Cons
  • Users experience slow performance with Katalon, particularly when handling complex or large test suites.
  • Users note the high cost of Katalon, especially freelancers who find pricing restrictive for advanced features.
  • Users face noticeable system delays in Katalon, particularly during compilation and execution of large test suites.
  • Users report encountering bug issues with Katalon, including crashes and unreliable self-healing features, impacting user experience.
  • Users experience a steep learning curve for advanced features in Katalon, impacting their overall efficiency in automation.

What Are Recent G2 Reviews of Katalon?

What Are G2 Users Discussing About Katalon?

QA Wolf

QA Wolf is the fastest path to deterministic
end-to-end test coverage for web and mobile apps. In one platform, teams can manage the entire testing lifecycle: Map out your workflows and coverage gaps, automate your tests in Playwright or Appium, and run your suite fully in parallel. - Build and maintain E2E tests 10x faster than agentic CLIs. - Run tests 12x faster than non-deterministic computer-use agents. - Release 5x more often with faster testing. Want all your testing done for you? QA Wolf’s Coverage as a Service delivers 80%+ test coverage in 4 months with 24-hour failure investigation, test maintenance, and guaranteed zero flakes.

Average Rating: 4.8/5.0

Total Reviews: 199

Who Is the Company Behind QA Wolf?

  • Seller: QA Wolf
  • Company Website:
  • Year Founded: 2019
  • HQ Location: Seattle, US
  • LinkedIn® Page: www.linkedin.com
    237 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Engineering Manager, Product Manager
  • Top Industries: Computer Software, Marketing and Advertising
  • Company Size: 57% Medium, 42% Small

What Do G2 Reviewers Say About QA Wolf?

AI-generated summary from verified user reviews

Pros
  • Users find QA Wolf's helpfulness invaluable, streamlining testing and enabling the focus on core tasks.
  • Users commend the exceptional customer support of QA Wolf, appreciating their responsiveness and helpful guidance throughout the process.
  • Users value the automation capabilities of QA Wolf, enhancing efficiency and freeing teams to focus on vital tasks.
  • Users value the time-saving automation of QA Wolf, enabling teams to focus on their core responsibilities while improving efficiency.
  • Users find QA Wolf to be exceptionally easy to use, simplifying the testing process and enhancing team focus.
Cons
  • Users note that QA Wolf is expensive and may limit coverage as costs increase with growing test suites.
  • Users express concerns about pricing issues with QA Wolf, noting unexpected costs and complexities in the test structure.
  • Users report slow performance with QA Wolf, noting tests can take a long time and may be poorly optimized.
  • Users experience slow testing with QA Wolf, noting lengthy test run times and delayed updates for coverage.
  • Users find the UI confusing at times, which can hinder the overall user experience with QA Wolf.

What Are Recent G2 Reviews of QA Wolf?

Maestro

Maestro is the open-source agentic UI testing framework for mobile apps. It includes Maestro MCP, Maestro Studio, and Maestro Cloud. Maestro MCP gives coding agents a live device. Add the Maestro MCP server to Claude Code, Cursor, Codex, GitHub Copilot, Gemini CLI, or any MCP client. Teams use it in two ways. Check work while building: while the agent builds or changes a feature, it inspects the screen, taps through the new screens on an emulator, simulator, or physical Android device, and checks its own work. Write end-to-end tests: ask the agent to explore your app and list the user journeys worth covering, or name the ones you want. It writes each flow in plain YAML and runs it on the device until it passes. You save the flows to your repo. Maestro MCP ships inside the Maestro CLI and takes about 5 minutes to set up. Maestro tests are plain YAML files, and they run as deterministic tests in any CI or on Maestro Cloud. Maestro is framework agnostic: it finds elements through the app's accessibility layer, by visible text or accessibility IDs, so it works with apps built in React Native, Flutter, Swift, or Kotlin. One syntax covers iOS and Android. Wahed went from 3 to 4 hours per Appium test to 10 to 15 minutes per Maestro flow. Maestro Studio is a free desktop app for Mac, Windows, and Linux for writing and debugging flows by hand. It mirrors the connected emulator or simulator: right-click an element on the screen and Studio adds the command with the correct selector, and autocomplete suggests commands and selectors from that device. QA, engineers, and PMs can write their first flow without learning the CLI. Maestro Cloud runs the suite in parallel on hosted Android and iOS devices, on infrastructure built for Maestro flows. Every run comes with step-by-step video, logs, and flake detection, and results post to pull requests, Slack, or a webhook. Eneco cut regression from 16 hours to under 1 hour. Cloud is $250 per device per month; Enterprise pricing is custom. Teams using Maestro include Amazon, Microsoft, Meta, DoorDash, Skyscanner, Brex, and DuckDuckGo. The framework, CLI, Studio, and MCP are free.

Average Rating: 4.5/5.0

Total Reviews: 87

Who Is the Company Behind Maestro?

Who Uses This Product?

  • Who Uses This: Senior Software Engineer, QA Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 64% Small, 32% Medium

What Do G2 Reviewers Say About Maestro?

AI-generated summary from verified user reviews

Pros
  • Users find Maestro's ease of use impressive, enabling non-developers to write and run tests effortlessly.
  • Users value the ease of automation in Maestro, appreciating its speed and accessibility for end-to-end testing.
  • Users appreciate the super easy setup of Maestro, enabling quick testing of iOS and Android E2E flows.
  • Users value how Maestro delivers accessible and dependable mobile testing with stable, easy-to-write YAML scripts.
  • Users highlight the super easy setup of Maestro, enabling fast and efficient E2E testing for both iOS and Android.
Cons
  • Users face testing difficulties due to lengthy UI test runtimes and a steep learning curve for advanced use cases.
  • Users find the missing features like basic logic statements and clear documentation hinder their experience with Maestro.
  • Users find a lack of insufficient information on advanced flows and community resources, making troubleshooting challenging.
  • Users find limited customization in Maestro, leading to rigidity and challenges in configuring workflows effectively.
  • Users find the poor documentation of Maestro complicates advanced configurations and learning curves significantly.

What Are Recent G2 Reviews of Maestro?

Avo Assure

Avo Assure is a sophisticated, AI-powered test automation platform designed to facilitate no-code, end-to-end software testing across a wide array of technologies. With support for over 200 technologies, Avo Assure is tailored for enterprise scalability, making it suitable for both technical and non-technical users. The platform's intuitive interface and smart automation features streamline the entire testing lifecycle, allowing organizations to enhance their software quality assurance processes efficiently. The primary audience for Avo Assure includes quality assurance (QA) teams, developers, and business users operating within agile environments. This platform empowers organizations to integrate testing seamlessly into their development cycles, ensuring that testing does not disrupt workflows. By enabling users to engage in testing without requiring extensive coding knowledge, Avo Assure democratizes the testing process, making it accessible to a broader range of users within an organization. Avo Assure boasts several key features that enhance its functionality and usability. The no-code automation capability allows users to conduct script-free testing through a user-friendly interface and a smart recorder, simplifying the test creation process. Its AI-driven testing features, such as GenAI, which auto-generates test cases, and Visual AI, which dynamically detects UI elements, significantly improve testing efficiency. Additionally, the SmartWait feature ensures test stability by waiting for elements to be ready before proceeding, thus minimizing errors during execution. The platform also supports cross-platform testing, enabling users to test applications across web, mobile, desktop, and mainframe environments with parallel execution and cross-browser compatibility. Avo Assure integrates seamlessly into agile workflows and CI/CD pipelines, facilitating in-sprint automation for continuous testing. Other notable features include a Design Studio for visual test planning, custom keywords for tailored test logic, and self-healing tests that adapt to UI changes, reducing maintenance efforts. The shared repository allows for centralized management of reusable test artifacts, while GIT integration supports version control and team collaboration. Overall, Avo Assure stands out in the test automation landscape due to its scalable architecture, efficiency in reducing test cycle times, and accessibility for non-technical users. Its reliable performance enhances test accuracy and minimizes flakiness, making it a valuable tool for organizations aiming to improve their software testing processes and deliver high-quality applications.

Average Rating: 4.6/5.0

Total Reviews: 145

Who Is the Company Behind Avo Assure?

Who Uses This Product?

  • Who Uses This: Automation Tester
  • Top Industries: Insurance, Information Technology and Services
  • Company Size: 36% Large, 33% Medium

What Do G2 Reviewers Say About Avo Assure?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Avo Assure, simplifying automation and enhancing efficiency for testing processes.
  • Users appreciate the easy automation of Avo Assure, enabling efficient and reliable testing processes with minimal effort.
  • Users appreciate the time-saving features of Avo Assure, enhancing efficiency in automation testing and reducing manual efforts.
  • Users appreciate the testing capabilities of Avo Assure, enabling seamless automation across multiple technologies with reusable test cases.
  • Users value the time-saving automation of Avo Assure, streamlining their testing processes efficiently without technical expertise.
Cons
  • Users report slow performance, especially with large test suites, impacting efficiency and user experience.
  • Users feel there is insufficient information available, leading to delays and challenges in completing tasks efficiently.
  • Users find the learning curve challenging, particularly for newcomers unfamiliar with automation tools and configurations.
  • Users find testing difficult due to lengthy debugging times and challenges with the Avo client and learning curve.
  • Users face a difficult learning curve with Avo Assure, especially new users unfamiliar with automation tools.

What Are Recent G2 Reviews of Avo Assure?

What Are G2 Users Discussing About Avo Assure?

ContextQA

ContextQA helps software teams create, run and maintain tests for web, mobile, API and enterprise applications. Teams can describe a workflow in plain language, run it against their application, and inspect the available screenshots, recordings and logs to understand the result. ContextQA MCP brings test authoring, execution and investigation into compatible AI assistants. ContextAI is the separate offering for evaluating text and voice agents using scenarios, personas and scoring criteria. Product access and features depend on the selected workspace and plan. For a first evaluation, choose a workflow with a clear expected outcome and review what the test actually verified. Signup: https://ship.contextqa.com/ Documentation: https://learning.contextqa.com/ MCP setup: https://mcp.contextqa.com/docs

Average Rating: 4.7/5.0

Total Reviews: 137

Who Is the Company Behind ContextQA?

  • Seller: ContextQA
  • Year Founded: 2022
  • HQ Location: Austin, Texas
  • LinkedIn® Page: www.linkedin.com
    57 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 67% Small, 33% Medium

What Do G2 Reviewers Say About ContextQA?

AI-generated summary from verified user reviews

Pros
  • Users love the automation capabilities of ContextQA, enabling seamless reuse of test components and user journey management.
  • Users appreciate the ease of use of ContextQA, enhancing test management with its intuitive low-code, no-code features.
  • Users value the time-saving features of ContextQA, simplifying migration and prioritizing testing effectively.
  • Users value the easy integrations of ContextQA, which streamline workflows and enhance overall productivity.
  • Users value the automation support of ContextQA, enabling efficient and traceable user journey automation without coding skills.
Cons
  • Users find the initial learning curve challenging, but ultimately believe it is a worthwhile investment.
  • Users find the setup process complex, making installation and handling large data sets challenging for newcomers.
  • Users often struggle with a difficult learning curve, making it hard to fully leverage ContextQA's features.
  • Users desire broader browser compatibility for running tests beyond just Chrome, especially for Safari and Firefox.
  • Users report a difficult setup process, finding installation and configuration challenging for newcomers and time-consuming.

What Are Recent G2 Reviews of ContextQA?

Virtuoso QA

Virtuoso QA is a secure, agentic test automation platform for any browser-based application. Touchstone, our agentic assurance layer turns your business requirements into tests, then run, fix and maintain them as your application changes. More than thirty specialised agents author, generate, triage and self-heal your functional and end-to-end tests, while a deterministic engine executes every run and your team approves every decision that matters. Every release comes with evidence of what was tested, what changed and who approved it. That makes the platform a natural fit for regulated industries like financial services, insurance, healthcare, public sector and more. Our mission is to set the standard of proof for software releases. AI generates software. Virtuoso QA generates the evidence to trust it.

Average Rating: 4.5/5.0

Total Reviews: 117

Who Is the Company Behind Virtuoso QA?

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 52% Small, 27% Medium

What Do G2 Reviewers Say About Virtuoso QA?

AI-generated summary from verified user reviews

Pros
  • Users love how Virtuoso QA's automation capabilities adapt seamlessly, cutting down maintenance and manual coding effort.
  • Users find the ease of use of Virtuoso QA impressive, facilitating quick implementation with minimal learning curve.
  • Users enjoy the automation ease of Virtuoso QA, enabling effortless end-to-end testing without coding skills.
  • Users find Virtuoso QA's implementation ease beneficial, especially for those without a technical testing background.
  • Users appreciate the AI-powered low code automation of Virtuoso, significantly reducing manual effort in testing processes.
Cons
  • Users find the navigation complex, making it challenging to run multiple tasks and learn the tool effectively.
  • Users find the difficult navigation in Virtuoso QA confusing, impacting the ability to run multiple tasks efficiently.
  • Users feel that the tool is expensive, with suggestions to reduce pricing for better value.
  • Users experience slow performance with Virtuoso QA, which can hinder the overall functionality despite its advantages.
  • Users report bug issues that hinder automation testing and affect overall tool performance and reliability.

What Are Recent G2 Reviews of Virtuoso QA?

Adam Crivello
AC
Researched and written by Adam Crivello
Updated April 9, 2026