Best AI Software Testing Tools - Page 2

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)

Perforce Perfecto

Perfecto by Perforce is the web and mobile app testing platform most trusted in the industry. Patchwork testing strategies are a thing of the past because with Perfecto, users enjoy a seamless, end-to-end testing experience from anywhere in the world. Leverage the enterprise-grade cloud to test on real devices, virtual devices, or a combination of both — whichever suits your needs best. Bug detection is faster than ever and allows users to detect and fix much earlier in the cycle. Perfecto’s robust smart reporting features help identify issues quickly through test failure analysis and false-negative filtering. Automate testing from your CI and synch all your reporting in one place. Fix defects quickly with the industry’s most comprehensive rich test artifacts. Network virtualization and user simulation let you test like your users and reduce the chance of escaped defects. Extend test coverage and fully integrate with your entire toolchain. Continuous testing has never been more achievable thanks to Perfecto’s unmatched advanced capabilities, including BDD & codeless automation, parallel test executions & bursting capabilities, open integrations with leading DevOps tools and automation frameworks, CI dashboards, heatmaps, rich artifacts collection, and ML-driven test analytics.

Average Rating: 4.4/5.0

Total Reviews: 92

Who Is the Company Behind Perforce Perfecto?

  • Seller: Perforce
  • Year Founded: 1995
  • HQ Location: Minneapolis, MN
  • LinkedIn® Page: www.linkedin.com
    2,009 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Banking, Financial Services
  • Company Size: 53% Large, 31% Medium

What Do G2 Reviewers Say About Perforce Perfecto?

AI-generated summary from verified user reviews

Pros
  • Users value the automation capabilities of Perfecto, enhancing efficiency in test script execution across devices.
  • Users value the automation compatibility of Perfecto, significantly enhancing testing efficiency and streamlining their workflows.
  • Users find the bug detection capabilities of Perfecto greatly enhance testing efficiency across multiple devices.
  • Users appreciate the seamless connectivity of Perfecto, enhancing collaboration through integration with essential test automation frameworks.
  • Users appreciate the wide range of real and virtual devices Perfecto offers for comprehensive application testing across platforms.
Cons
  • Users find Perfecto to be expensive, which may not suit smaller teams or those with budget limitations.
  • Users face a learning curve when transitioning to Perfecto, which can hinder efficient testing initially.

What Are Recent G2 Reviews of Perforce Perfecto?

What Are G2 Users Discussing About Perforce Perfecto?

Tricentis qTest

Tricentis qTest is an AI-driven test management platform designed to help enterprise organizations centralize, standardize, and scale their software testing operations. It is a type of test management solution that helps QA teams, project managers, and development leads plan, track, and report on testing activities across Agile, waterfall, and hybrid delivery methodologies. qTest provides a centralized repository for test cases, test plans, and test execution results, enabling teams to maintain visibility and control over testing across large, distributed projects. It integrates with the leading ALM, CI/CD, and defect management tools used across enterprise software delivery pipelines, including Jira, Azure DevOps, Jenkins, Bamboo, Cucumber, Selenium, and Rally. Key capabilities include: - AI-powered agentic test creation (qTest Copilot) that autonomously drafts and reuses test cases from natural-language requirements - Test case management supporting structured, exploratory, and automated test types, deployable in the cloud or on-premises - DevOps-native workflow integration for event-driven, automated testing processes - Exploratory testing with built-in recording, annotation, and session management - Behavior-driven development support through qTest Scenario, a Jira app that helps Agile teams scale BDD practices - Customizable dashboards and analytics for quality metrics, test coverage, and sprint velocity - Automated test orchestration and execution host management - Scaling to support thousands of test cases, multiple projects, and large distributed teams qTest is well suited for enterprise QA organizations transitioning from legacy test management tools, teams implementing AI-assisted quality practices, and organizations that need a single source of truth for testing across complex programs. Its reporting and analytics capabilities give program managers and quality leads the visibility needed to make informed decisions about release readiness and quality risk throughout the development lifecycle. qTest also integrates with Tricentis Tosca, enabling teams to sync manual test cases for automated execution, and with Tricentis Vera for organizations that need compliance validation alongside Agile software testing.

Average Rating: 4.3/5.0

Total Reviews: 103

Who Is the Company Behind Tricentis qTest?

  • Seller: Tricentis
  • Year Founded: 2007
  • HQ Location: Austin, Texas
  • LinkedIn® Page: www.linkedin.com
    1,679 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 45% Medium, 28% Small

What Do G2 Reviewers Say About Tricentis qTest?

AI-generated summary from verified user reviews

Pros
  • Users value the seamless integrations of Tricentis qTest, enhancing their testing efficiency and workflow management.
  • Users value the seamless integration with Jira in Tricentis qTest, enhancing issue reporting and collaboration efficiency.
  • Users appreciate the ease of use of Tricentis qTest, benefiting from its centralized and efficient test management.
  • Users value the easy integrations of Tricentis qTest, facilitating seamless connections with tools like Jira for enhanced efficiency.
  • Users value the centralized test management of Tricentis qTest, enhancing integration and collaboration with development teams.
Cons
  • Users often face slow performance in Tricentis qTest, especially when dealing with large test cases and data sets.
  • Users find the UI outdated and slow, which can hinder productivity and complicate project management tasks.
  • Users find reporting options limited, making it challenging to extract detailed insights without additional effort.
  • Users struggle with integration issues in Tricentis qTest, finding setup complicated and time-consuming.
  • Users experience setup difficulties with Tricentis qTest, particularly when configuring advanced integrations and reporting options.

What Are Recent G2 Reviews of Tricentis qTest?

What Are G2 Users Discussing About Tricentis qTest?

Applitools

Applitools is a test automation platform that helps engineering teams release software with confidence by replacing the guesswork of probabilistic AI with deterministic, reproducible test results. As organizations ship AI-influenced code faster, they face a growing visibility problem: AI-generated code validated by opaque AI agents creates a cycle of unquantifiable risk. Applitools provides a deterministic, outside vantage point, comparing your evolving product against a trusted production baseline to deliver a verifiable Go/No-Go signal at every release. At the core of the platform is a Deterministic Language Model (DLM) combined with Visual AI. The DLM converts plain English test intent into repeatable, debuggable steps with no LLM involvement at runtime, eliminating AI drift and flaky CI results. Visual AI replaces brittle DOM assertions with single-line visual snapshots that simulate how a real user sees your application, filtering out rendering noise and surfacing actual regressions. Together, they eliminate the maintenance tax of legacy test automation, shifting engineering time away from fixing broken scripts and toward building better test coverage. Core capabilities: - Visual AI testing replaces brittle DOM assertions with single-line visual snapshots that simulate how a real user sees your application, filtering out rendering noise and surfacing actual regressions - Deterministic Language Model (DLM) converts plain English test intent into repeatable, debuggable steps with no LLM involvement at runtime, eliminating AI drift and flaky CI results - Cross-browser and cross-device test coverage runs across thousands of browser and device combinations without local grid infrastructure or maintenance overhead - Framework-native SDKs integrate directly into Selenium, Cypress, Playwright, Appium, and Storybook, so teams keep existing tooling and workflows - Automated baseline management groups related visual differences across browsers and resolutions for bulk one-click acceptance, reducing test maintenance as suites scale Applitools supports functional, visual, accessibility, API, component, and data-driven testing across web, mobile, desktop, PDFs, and documents, providing a consistent quality signal from design through production.

Average Rating: 4.3/5.0

Total Reviews: 90

Who Is the Company Behind Applitools?

  • Seller: Applitools
  • Company Website:
  • Year Founded: 2015
  • HQ Location: Reston, US
  • LinkedIn® Page: www.linkedin.com
    121 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 39% Medium, 37% Large

What Do G2 Reviewers Say About Applitools?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Applitools, praising its simple integration and intuitive dashboard for visual testing.
  • Users value the automation capabilities of Applitools, streamlining visual testing and enhancing workflow efficiency significantly.
  • Users value the browser variety support in Applitools, enhancing their testing across different platforms effectively.
  • Users praise the easy integrations of Applitools, enhancing workflow efficiency with automation tools like Selenium.
  • Users value the efficiency improvement provided by Applitools, significantly reducing manual testing time with accurate results.
Cons
  • Users find the complexity of Applitools challenging, particularly in setup, maintenance, and understanding baseline management.
  • Users express concerns about the expensive pricing of Applitools, which may limit accessibility for smaller teams.
  • Users find the UI clunky, hindering their experience with Applitools despite its powerful features and capabilities.
  • Users find the difficult learning curve of Applitools to be a significant barrier when starting with the tool.
  • Users find the difficult navigation of the web interface for tests frustrating and not intuitive.

What Are Recent G2 Reviews of Applitools?

What Are G2 Users Discussing About Applitools?

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Gearset DevOps

Gearset is the global leader in Salesforce DevOps. It’s a DevOps platform that helps organizations manage, automate, and govern the full Salesforce development lifecycle, from planning and deployment to testing, data management, and compliance. The platform is designed for Salesforce teams that need reliable, scalable DevOps processes across complex org environments. Gearset is used by mid-market and enterprise organizations across regulated and non-regulated industries, including healthcare, financial services, insurance, and technology. Typical users include Salesforce administrators, developers, DevOps engineers, release managers, and platform owners responsible for maintaining deployment quality, security, and operational consistency. The platform supports a wide range of Salesforce use cases, including metadata and CPQ deployments, CI/CD automation, code review workflows, sandbox seeding, test automation, and monitoring. As well as deployment automation, Gearset includes tools for Salesforce data protection and long-term data management, such as automated backups, data restore, and archiving. Observability and Org Intelligence features provide insight into org health, deployment risk, and system changes over time. Gearset also includes governance and compliance capabilities designed for enterprise environments. These features help teams maintain audit readiness and enforce access controls while supporting compliance frameworks such as SOX, ISO, HIPAA, and GDPR. The platform is delivered as a managed service and integrates with Salesforce environments without requiring complex local infrastructure. Key features and capabilities include: - Salesforce metadata, CPQ, and data deployments with CI/CD automation and version control integration - Code review, test automation, and release validation to support quality and consistency - Automated Salesforce backups, restore, and data archiving for data protection and retention - Sandbox seeding, observability, and Org Intelligence to support environment management and visibility - Governance features including audit trails, role-based access controls, and compliance support Gearset is a Salesforce Partner and has supported Salesforce teams globally since 2015. The platform is used by organizations managing multiple orgs (across regions), frequent releases, and complex compliance requirements, helping teams reduce deployment risk, improve operational visibility, and maintain control over Salesforce change management processes.

Average Rating: 4.7/5.0

Total Reviews: 311

Who Is the Company Behind Gearset DevOps?

  • Seller: Gearset
  • Company Website:
  • Year Founded: 2015
  • HQ Location: Cambridge, Cambridgeshire
  • LinkedIn® Page: www.linkedin.com
    369 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Salesforce Developer, Salesforce Administrator
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 36% Medium, 33% Small

What Do G2 Reviewers Say About Gearset DevOps?

AI-generated summary from verified user reviews

Pros
  • Users find Gearset DevOps to be easy to use, enhancing their workflow and streamlining the development process.
  • Users value the seamless deployment process of Gearset DevOps, enhancing efficiency and integration with other tools.
  • Users find Gearset an easy deployment tool that streamlines release processes and enhances collaboration during development.
  • Users highlight the excellent customer support from Gearset, making setup and issue resolution smooth and reliable.
  • Users appreciate the deployment ease of Gearset DevOps, simplifying release processes and improving overall efficiency.
Cons
  • Users report deployment issues with missing translations and difficulties in diagnosing errors, complicating the deployment process.
  • Users find the complexity of managing connections and setting up CI/CD pipelines with Gearset challenging and time-consuming.
  • Users are frustrated with the lack of community support and difficulties in deleting records through Gearset.
  • Users find Gearset DevOps to be quite expensive, posing challenges for larger teams seeking budget approvals.
  • Users express concerns over missing features in Gearset, particularly regarding dependency tracking and translation deployments.

What Are Recent G2 Reviews of Gearset DevOps?

Rainforest QA

AI-Powered Test Automation Software for Modern SaaS Teams Rainforest QA is an intelligent test automation platform designed to transform how growing SaaS companies approach quality assurance. By combining artificial intelligence with no-code simplicity, Rainforest enables teams to build, maintain, and scale comprehensive test suites without the complexity and resource requirements of traditional testing frameworks. AI-Driven Testing That Accelerates Your Development Cycle Rainforest's AI capabilities manage the entire testing lifecycle from planning to execution. The platform automatically generates comprehensive test plans and identifies coverage gaps in your existing test suite, ensuring no critical user flows go untested. Unlike traditional frameworks that require manual test creation, Rainforest creates automated, end-to-end tests for you, dramatically reducing the time from specification to execution. What truly sets Rainforest apart is its self-healing test technology. When UI changes occur—whether it's a button relocation or design refresh—tests automatically adapt without manual intervention. This eliminates the constant maintenance burden that plagues traditional automation frameworks. When tests do fail, Rainforest provides granular visibility into exactly what changed and why the failure occurred, enabling rapid root cause analysis and resolution. No-Code Simplicity for Every Team Member Rainforest's intuitive, no-code interface democratizes test automation across your organization. Developers, product managers, and QA professionals alike can write, run, and maintain test suites without specialized training or coding expertise. The platform's visual-first approach interacts with UI elements the same way users do, rather than relying exclusively on fragile CSS selectors that break with every design update. Teams achieve measurable value in days, not months. There's no lengthy buildout period, no specialized hiring requirements, and no vendor lock-in to engineering resources. Test ownership can flexibly sit with development, product, or QA teams based on your organizational structure. Complete All-in-One Testing Infrastructure Rainforest provides everything needed to create, execute, review, and organize comprehensive test suites within a single platform. Tests run in parallel for rapid feedback, and seamless integrations with GitHub, CircleCI, CLI, Slack, and other tools in your tech stack ensure testing fits naturally into existing workflows. It's the complete testing solution built for the speed and scale of modern SaaS development.

Average Rating: 4.3/5.0

Total Reviews: 166

Who Is the Company Behind Rainforest QA?

  • Seller: Rainforest
  • Year Founded: 2012
  • HQ Location: San Francisco, California
  • LinkedIn® Page: www.linkedin.com
    115 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: QA Engineer, Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 61% Small, 37% Medium

What Do G2 Reviewers Say About Rainforest QA?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Rainforest QA, finding it straightforward and user-friendly for creating test cases.
  • Users love the ease of creating automation test cases with Rainforest QA, enabling team participation without coding skills.
  • Users commend easy testing with Rainforest QA, benefiting from its user-friendly interface and no-code functionality.
  • Users value the time-saving features of Rainforest QA, appreciating swift testing and smooth integration into workflows.
  • Users appreciate the user-friendly interface of Rainforest QA, making test creation straightforward and efficient.
Cons
  • Users often face testing issues with Rainforest QA, including frequent failures and unresponsive UI elements affecting efficiency.
  • Users experience slow performance during test execution, especially with larger test suites, impacting efficiency and speed.
  • Users experience bug issues with Rainforest QA, leading to unreliable tests and increased manual fixes.
  • Users find the reporting inadequate, wishing for more detail and customization options in the results dashboard.
  • Users find poor UI hinders usability and complicates the retrieval of essential data in Rainforest QA.

What Are Recent G2 Reviews of Rainforest QA?

Tricentis Tosca

Tricentis Tosca is an AI-powered test automation platform that enables enterprise organizations to achieve continuous testing across complex, multi-application landscapes. It is a type of end-to-end test automation solution that helps teams validate software quality across functional, regression, API, UI, accessibility, and performance test types from a unified platform. Tosca supports codeless test automation across more than 160 enterprise technologies, including SAP, Salesforce, Oracle, ServiceNow, Workday, Snowflake, and a broad range of web, desktop, and mobile applications. Its model-based approach abstracts test logic from the underlying application interface, making tests more resilient to application changes and reducing maintenance overhead across large test suites. Its Business Flow Designer lets teams visually model end-to-end business processes, mapping them directly into test cases that mirror real operational scenarios. Key capabilities include: - Agentic test automation that builds complete test cases from natural language using AI - Risk-based test optimization that prioritizes testing effort based on business impact, reducing unnecessary tests by up to 40% while increasing risk coverage by 90%+ - Cloud-native execution grid for parallel, distributed test runs at scale - Test data management with synthetic and masked data provisioning - API simulation and service virtualization to enable testing in incomplete or unavailable environments - Native and hybrid mobile test automation for iOS and Android applications, plus automated accessibility testing against WCAG 2.0 AA standards - Integrated support for SAP migrations, cloud transitions, and application modernization initiatives Tosca is designed for enterprise QA teams managing large-scale test automation programs and organizations undergoing SAP S/4HANA migrations or other complex transformation projects. It connects with ALM tools, CI/CD pipelines, defect management systems, and monitoring platforms through a broad ecosystem of integrations, and provides analytics and reporting capabilities that give stakeholders visibility into test coverage, execution status, and quality trends across the entire delivery lifecycle. Tosca is available in on-premises, cloud-hosted, or hybrid deployment models, and integrates with other Tricentis platform products, including qTest for test management, NeoLoad for performance testing, and LiveCompare for change impact analysis.

Average Rating: 4.3/5.0

Total Reviews: 63

Who Is the Company Behind Tricentis Tosca?

  • Seller: Tricentis
  • Year Founded: 2007
  • HQ Location: Austin, Texas
  • LinkedIn® Page: www.linkedin.com
    1,679 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 52% Large, 27% Small

What Do G2 Reviewers Say About Tricentis Tosca?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the no-code automation of Tricentis Tosca, enabling easy application automation for those without coding skills.
  • Users value the no-code automation capabilities of Tricentis Tosca, enabling easy application automation without coding skills.
  • Users find Tosca's automation ease invaluable, as it simplifies testing across various applications and is user-friendly.
  • Users value the ease of learning with Tricentis Tosca, finding it accessible for those with limited technical skills.
  • Users appreciate the ease of use of Tricentis Tosca, making automation accessible to all skill levels.
Cons
  • Users find the poor customer support of Tricentis Tosca frustrating, hindering resolution of issues and queries.
  • Users find browser compatibility lacking, making cross-platform testing challenging and complicating their overall experience.
  • Users find automation difficult with Tricentis Tosca due to frustrating tech stack limitations and taskbar complexities.
  • Users often face integration issues with third-party tools, making the process challenging and time-consuming.
  • Users face a steep learning curve with Tricentis Tosca, compounded by limited support for emerging technologies.

What Are Recent G2 Reviews of Tricentis Tosca?

What Are G2 Users Discussing About Tricentis Tosca?

testomat.io

Test Case Management system testomat.io is a web-based testing tool that allows users to structure test projects best. It synchronizes your manual and automation tests in one place. It integrates with popular test automation frameworks and CI\CD tools. Its top features include: - Built-in AI capabilities (test generation, analysis, suggestion, prediction) - Flexible test execution: allows you to pick tests and run them as you need to focus on particular areas. Moreover, it provides multi-environment and parallel execution, mixed run manual with automation tests in one run, and running automated tests manually. - Real-time reporting with varied heatmaps and analytics. - Analytics dashboard with such metrics as requirement coverage, flaky tests, slowest tests, automation coverage, and more. - Version Control & Test History. - Advanced BDD support. - Advanced Jira plugin. - Team management control functionality. Test Management tool integrates with the most popular test automated frameworks such as Cypress.io, WebdriverIO, Playwright, Cucumber, CodeceptJS, Codeception, TestCafe, Protractor, Jasmine, Jest, Mocha, and Chai. Supports JUnit integration, and via XML file is possible to generate reports for any language or other test framework. Regarding CI\CD integration, it supports GitHub, GitLab, GitHub Action, Azure DevOps, Jenkins, Bamboo and CircleCI. Testomat.io is an enterprise-ready system. It shows excellent performance, AQAs can run even 15,000 tests at once, and check the result even if 1 test is executed. The price model consists of monthly/yearly subscriptions and a free plan for small teams. Support is extended via email or chat. 👇 Check out the comparison with popular TCMS in the market and pricing model and discover why #testomatio best suits your needs on our pages: 🔗 https://testomat.io/?utm_source=g2&utm_medium=referral&utm_campaign=g2_profile 🔗 https://testomat.io/pricing/

Average Rating: 4.8/5.0

Total Reviews: 94

Who Is the Company Behind testomat.io?

Who Uses This Product?

  • Who Uses This: QA, QA Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 61% Small, 33% Medium

What Do G2 Reviewers Say About testomat.io?

AI-generated summary from verified user reviews

Pros
  • Users highlight the intuitive and user-friendly interface of Testomat.io, making testing easy for newcomers.
  • Users praise the robust integrations of Testomat.io, enhancing QA workflows and report efficiency significantly.
  • Users value the easy integrations with frameworks and tools, enhancing collaboration and streamlining test management.
  • Users appreciate the responsive and fast customer support of Testomat.io, enhancing their QA workflow significantly.
  • Users value the automation features of Testomat.io, enhancing efficiency and streamlining the testing process significantly.
Cons
  • Users find the complexity of managing test cases in testomat.io can be cumbersome and challenging to navigate.
  • Users face testing difficulties due to manual data handling and inconsistent syncing across multiple tabs.
  • Users face editing difficulties with Testomat, including manual numbering and special character limitations that disrupt workflow.
  • Users find limited features may hinder functionality, though the team is responsive to requests for improvements.
  • Users are frustrated by missing features like auto-increment in numbering and limitations on special characters during editing.

What Are Recent G2 Reviews of testomat.io?

Leapwork

Leapwork is a test automation platform designed to help users build, maintain, and scale complex data-driven test scenarios without the need for coding. This no-code visual experience allows software testing teams to create automated tests quickly and effectively, facilitating a more efficient testing process that can adapt to the evolving needs of various projects. The platform is particularly beneficial for software testing teams looking to accelerate their release cycles while minimizing defects. By optimizing and reusing test flows, Leapwork simplifies the maintenance of test cases, which can often become cumbersome in traditional testing environments. Its capability for end-to-end testing across all applications enhances the digital experience, ensuring that every aspect of the software functions as intended before it reaches the end user. Leapwork is designed with a focus on ease of use and flexibility, making it accessible to a wide range of users, from technical engineers to non-technical business users. This democratization of test automation empowers teams to collaborate more effectively, as individuals with varying levels of expertise can contribute to the testing process. The visual interface allows users to create test scenarios intuitively, reducing the learning curve typically associated with automation tools. Key features of Leapwork include its drag-and-drop interface, which allows users to build test flows visually, and its ability to integrate seamlessly with various applications and systems. This integration capability ensures that testing can be conducted across diverse environments, providing comprehensive coverage of the software's functionality. Additionally, Leapwork supports data-driven testing, enabling users to run the same test scenarios with different sets of data, which is crucial for validating applications under various conditions. By leveraging Leapwork, organizations can achieve significant improvements in their testing processes, leading to higher quality software releases and enhanced customer satisfaction. The platform's focus on automation not only reduces manual testing efforts but also increases the reliability of test results, making it a valuable tool for any team committed to delivering exceptional digital experiences.

Average Rating: 4.5/5.0

Total Reviews: 104

Who Is the Company Behind Leapwork?

  • Seller: Leapwork
  • Company Website:
  • Year Founded: 2015
  • HQ Location: København K, DK
  • LinkedIn® Page: www.linkedin.com
    264 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 45% Large, 34% Medium

What Do G2 Reviewers Say About Leapwork?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Leapwork, making test automation straightforward and efficient to navigate.
  • Users appreciate the ease of use in Leapwork, making test automation straightforward and efficient.
  • Users praise Leapwork for its responsive customer support that enhances their automation testing experience and quality.
  • Users appreciate the quick and easy automation setup with Leapwork's no-code, flow-based approach, enhancing efficiency.
  • Users appreciate the intuitive and visually appealing user interface of Leapwork, facilitating easy solution building.
Cons
  • Users find Leapwork expensive, particularly noting high implementation and maintenance costs compared to other tools.
  • Users note the missing features in Leapwork, such as variable management and enhanced reporting capabilities, impacting usability.
  • Users note significant cloud limitations in Leapwork, particularly regarding flexibility and export options for automation processes.
  • Users find limited customization options in Leapwork, leading to frustration for those accustomed to more flexible frameworks.
  • Users often face recording issues with Leapwork, leading to frustration during test development and execution.

What Are Recent G2 Reviews of Leapwork?

What Are G2 Users Discussing About Leapwork?

mabl

mabl is the agentic testing harness that helps quality keep pace with AI-powered development. Combining specialized testing agents with deep application context, mabl continuously validates customer experiences, automates testing and maintenance, and brings trusted feedback directly into development. This enables teams to ship better software faster and with complete confidence. Trusted by industry leaders including Mercedes-Benz, LendingClub Bank, and JetBlue, mabl lets engineering teams move at the speed of the agentic development lifecycle without shipping code no one has independently checked.

Average Rating: 4.4/5.0

Total Reviews: 39

Who Is the Company Behind mabl?

  • Seller: mabl
  • Year Founded: 2016
  • HQ Location: Boston, Massachusetts
  • LinkedIn® Page: www.linkedin.com
    108 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 45% Medium, 35% Small

What Do G2 Reviewers Say About mabl?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of mabl, finding it intuitive and quick to learn across different test types.
  • Users value the quick and easy test automation with mabl, noting its efficiency and maintainability.
  • Users commend the quick and helpful customer support from mabl, enhancing their overall experience and resolution of issues.
  • Users value the quick support from mabl, enhancing their testing experience and collaboration among team members.
  • Users appreciate the speed of test creation and deployment with mabl, enhancing their overall productivity and efficiency.
Cons
  • Users note the insufficient information on Mabl, impacting coverage and reporting capabilities for advanced users.
  • Users find the slow performance of mabl frustrating, hindering their testing efforts and overall development speed.
  • Users experience testing limitations with mabl, particularly regarding slow cloud runs and restricted selector creation.
  • Users experience slow cloud runs and find certain limitations on local runs particularly frustrating.
  • Users find the complexity of setup for mabl frustrating, detrimental to their QA processes and overall efficiency.

What Are Recent G2 Reviews of mabl?

What Are G2 Users Discussing About mabl?

Tricentis Testim

Tricentis Testim is an AI-powered test automation solution designed for teams building and maintaining automated tests for web, Salesforce, and mobile applications. It is a type of software test automation platform that helps development and QA teams author, execute, and maintain tests faster through AI-driven test generation, self-healing locators, and cloud-based execution infrastructure. Testim uses machine learning to identify and interact with UI elements reliably, even as application interfaces evolve over time. Its AI-powered locator technology reduces test flakiness and lowers the cost of test maintenance by automatically adapting tests when underlying application elements change. Teams can create tests through visual recording, natural language input via Testim Copilot, or by writing custom JavaScript steps. Key capabilities include: - Agentic test automation that builds complete test cases from natural language descriptions - Testim Copilot for generating and debugging custom test steps using generative AI, plus a Help Assistant that answers testing questions and surfaces best practices - Self-healing AI locators that automatically adapt to application changes - Cloud execution grid for parallel test runs across browsers and environments, plus a Virtual Mobile Grid for native, hybrid, and cross-platform mobile apps - Optimized support for Salesforce Lightning with pre-built components and metadata-based locators - Root cause analysis tools to diagnose test failures quickly using screenshots, console logs, and network logs - TestOps capabilities for managing test changes, organizing teams and tests, and prioritizing testing activities at scale - CI/CD integrations with Jenkins, GitHub Actions, and other pipeline tools Testim is well suited for Agile development teams that need to maintain fast feedback loops, Salesforce organizations requiring reliable automated testing, and QA engineers looking to reduce time spent on test maintenance. It operates as a SaaS platform with a freemium tier, eliminating the need for infrastructure management and allowing teams to get started with no upfront commitment.

Average Rating: 4.5/5.0

Total Reviews: 51

Who Is the Company Behind Tricentis Testim?

  • Seller: Tricentis
  • Year Founded: 2007
  • HQ Location: Austin, Texas
  • LinkedIn® Page: www.linkedin.com
    1,679 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 54% Medium, 31% Small

What Do G2 Reviewers Say About Tricentis Testim?

AI-generated summary from verified user reviews

Pros
  • Users find the automation capabilities of Tricentis Testim easy and efficient, significantly reducing testing time.
  • Users appreciate the easy and fast automation support of Tricentis Testim, significantly reducing time spent on testing.
  • Users find the ease of use of Tricentis Testim noteworthy, making automation quick and efficient.
  • Users value the efficient parallel testing in Tricentis Testim, significantly reducing time spent on automation tasks.
  • Users find the speed of automation in Tricentis Testim remarkable, significantly enhancing efficiency and reducing effort.
Cons
  • Users find the pricing of Tricentis Testim to be expensive, impacting overall value for the features offered.
  • Users face inconsistent functionality issues, including flaky tests and the need for custom code in complex scenarios.

What Are Recent G2 Reviews of Tricentis Testim?

What Are G2 Users Discussing About Tricentis Testim?

Qodex.ai

Qodex is a continuous testing platform built for teams shipping software at AI speed. It runs real tests across APIs, browser UIs, and security workflows, and reviews pull requests with execution evidence instead of model guesses. Teams can create reusable HTTP and Playwright scenarios from plain-language briefs, OpenAPI or Swagger specifications, Postman collections, spreadsheets, and existing tests. Scenarios can run on demand, on schedules, in CI/CD, through webhooks, and on pull requests. Findings include failing requests and responses, browser screenshots, and the context needed to distinguish a product defect from a stale test or environment issue. Qodex helps engineering teams catch breaking changes earlier while keeping tests readable, editable, and owned by the team.

Average Rating: 4.9/5.0

Total Reviews: 60

Who Is the Company Behind Qodex.ai?

  • Seller: QodexAI
  • Year Founded: 2023
  • HQ Location: San Francisco, California
  • LinkedIn® Page: linkedin.com
    13 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 75% Small, 20% Medium

What Do G2 Reviewers Say About Qodex.ai?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Qodex.ai, allowing quick adoption and streamlined testing workflows effortlessly.
  • Users value the automation capabilities of Qodex.ai, which streamline AI testing while maintaining high quality and speed.
  • Users praise Qodex.ai for its ability to automate AI-driven testing workflows, significantly reducing manual efforts while ensuring quality.
  • Users appreciate the testing efficiency of Qodex.ai, enabling faster workflows while ensuring high-quality coverage in AI testing.
  • Users appreciate the ease of use and automation in Qodex.ai, simplifying testing processes and enhancing productivity.
Cons
  • Users note that the slow loading times for UI and reports can hinder their overall experience.
  • Users find the poor documentation of Qodex.ai limits their ability to fully utilize advanced features effectively.
  • Users notice slow performance in Qodex.ai, with delays in UI loading and chatbot response times affecting usability.
  • Users report bug issues with repeated test cases, suggesting improvements in tagging and reporting processes.
  • Users experience repeated test case issues and suggest improvements in bug reporting and prioritization.

What Are Recent G2 Reviews of Qodex.ai?

Appliqation

Appliqation is a test management and quality automation platform that helps software development teams bridge the gap between code development and quality assurance by connecting developer tools, browser-based test execution, and automated script generation into a single continuous workflow. As AI coding tools increase the speed of software development, development and QA teams face a growing challenge: both are using AI independently — developers to write code, testers to generate test cases — but within separate tools and workflows. The result is a widening gap between how fast code is written and how thoroughly it is validated. Appliqation addresses this by creating a connected loop between the two disciplines, so development and quality run in parallel rather than in sequence. The platform serves QA teams, developers, and engineering managers at software companies ranging from growing startups to enterprise organisations, including teams with on-premise or air-gapped deployment requirements. Core use cases include structured test case management, in-browser test execution, automated Playwright script generation from browser recordings, AI-assisted test creation, and developer IDE integration via the Model Context Protocol (MCP). Key capabilities include: In-browser test execution (Qonsole): A testing panel that injects directly into the application under test, allowing testers to execute test steps and capture evidence — screenshots, session recordings, console logs, and accessibility scans — without switching tools. AI test generation (TARS AI): Generates complete test cases from plain English descriptions in approximately 30 seconds, with support for OpenAI, Anthropic, and user-supplied API keys. Automated script generation (Automan): Converts completed test recordings into Playwright scripts automatically, validates them against a real browser, and commits them to the team's GitHub repository — no manual coding required. MCP server integration: Connects Appliqation to AI coding tools including Claude Code and Cursor, enabling developers to create and query test scenarios within their existing development workflow without switching tools. Evidence and defect management: Captures full execution context — session recordings, screenshots, console and network logs — linked directly to defect reports with bidirectional Jira sync. Appliqation integrates with Jira, GitHub, Azure DevOps, and CI/CD pipelines via the Automation SDK. It is built on the open-source TEAF (Testing Excellence and Assurance Framework) maturity model, published at teafcommunity.org. A free tier is available for up to three users. Paid plans start at $39 per user per month on annual billing, with a 14-day trial on all paid tiers.

Average Rating: 5.0/5.0

Total Reviews: 6

Who Is the Company Behind Appliqation?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Appliqation?

Functionize

Functionize delivers an intelligent testing platform that incorporates AI and machine learning technologies to automate the painstaking software testing process. We work with teams of all sizes and skill sets to improve test creation, eliminate test flakiness and accelerate releases with elastic scale testing in the cloud. By taking a machine learning approach to quality, Functionize enables enterprises to deliver higher-quality software faster. Functionize is recognized by Gartner on their list of Cool Vendors in Agile and DevOps for innovation and is trusted by leading enterprises including Zillow, Hewlett Packard, Farmers Insurance, Honeywell and Logitech.

Average Rating: 4.6/5.0

Total Reviews: 11

Who Is the Company Behind Functionize?

  • Seller: Functionize
  • Year Founded: 2014
  • HQ Location: Walnut Creek, California
  • LinkedIn® Page: www.linkedin.com
    140 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 45% Small, 27% Medium

What Do G2 Reviewers Say About Functionize?

AI-generated summary from verified user reviews

Pros
  • Users value the powerful automation of Functionize, which significantly enhances testing efficiency and reduces maintenance efforts.
  • Users appreciate the impressive self-healing and AI-driven testing capabilities of Functionize, enhancing their testing efficiency.
  • Users commend Functionize for its fantastic customer support, enhancing the overall testing experience significantly.
  • Users value the ease of use of Functionize, highlighting its accessible interface for both technical and non-technical users.
  • Users value the flexibility of Functionize, enabling seamless integration into diverse workflows and scaling effortlessly.
Cons
  • Users face a difficult learning curve with Functionize, needing time to effectively adapt to the AI and NLP features.
  • Users experience a steep learning curve with Functionize, requiring time to master its AI and NLP features.
  • Users experience slow performance with test case execution, especially in VM assignment and visual check accuracy.
  • Users experience slow test case execution, which can delay the process and affect overall testing efficiency.
  • Users experience slow test case execution and issues with visual checks not identifying failures accurately.

What Are Recent G2 Reviews of Functionize?

Harness Platform

Simplify your developer experience with the world's first AI-augmented software delivery platform. Upgrade your software delivery with Harness' innovative CI/CD, Feature Flags, Infrastructure as Code Management, and Chaos Engineering tools. We are a software delivery platform that helps developers and infrastructure engineers build and ship code for cloud and on-premise projects. We automate the continuous integration and continuous delivery (CI/CD) process to help teams build faster, ship more frequently, and improve quality, efficiency, and governance. We help companies in four key areas: Number one, we accelerate innovation through DevOps modernization. We provide an approach for software delivery that automates processes, reduces manual interventions, consolidates tools, and accelerates time-to-market for new products, features, and fixes. Number two, we improve developer experience. We give you the ability to attract, retain, and onboard high-caliber engineering talent while fostering a culture of continuous innovation and improvement. Number three, we secure software delivery. We give you the ability to integrate security into every phase of the SDLC. And last but not least is, we optimize cloud costs. We give you the ability to eliminate waste and to ensure that appropriate cloud resources are allocated at the right place at the right time.

Average Rating: 4.6/5.0

Total Reviews: 330

Who Is the Company Behind Harness Platform?

  • Seller: Harness
  • Company Website:
  • Year Founded: 2018
  • HQ Location: San Francisco
  • LinkedIn® Page: www.linkedin.com
    1,832 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Senior Software Engineer
  • Top Industries: Computer Software, Financial Services
  • Company Size: 41% Large, 40% Medium

What Do G2 Reviewers Say About Harness Platform?

AI-generated summary from verified user reviews

Pros
  • Users find Harness Platform to be easy to use, significantly streamlining deployment management and integrations.
  • Users value the comprehensive features of Harness Platform, facilitating efficient workflows across various DevOps processes.
  • Users value the ease of deploying and testing features with Harness Platform, enhancing workflow and control over experiments.
  • Users appreciate the easy setup of Harness Platform, enabling quick integrations and streamlined workflows for efficient deployment.
  • Users value the easy integrations of the Harness Platform, enhancing their efficiency and adaptability in CI/CD workflows.
Cons
  • Users notice that some essential features are missing from Harness Platform, affecting overall functionality and support.
  • Users find the features immature and desire greater control over data granularity in the Harness Platform.
  • Users find that some features are underdeveloped and essential options are missing, affecting overall satisfaction with Harness Platform.
  • Users find the steep learning curve challenging, especially when adjusting to the platform's numerous features and settings.
  • Users express frustration with the poor UI of Harness Platform, citing clutter and slow navigation as major issues.

What Are Recent G2 Reviews of Harness Platform?

What Are G2 Users Discussing About Harness Platform?

Impart Security

Impart is the complete runtime protection platform that gives security teams the confidence to discover every model and agent in production, enforce guardrails inline, and block threats in real time. Its unified inline enforcement engine analyzes every request with robust policy guardrails for production safety and an integrated evaluation harness that improves accuracy over time. Impart protects what posture tools can only point at: LLMs and models — prompt injection, system prompt leakage, unbounded consumption MCP servers and tools — tool abuse, excessive agency, unauthorized invocation Agents and skills — hijacked goals, poisoned memory, supply chain compromise APIs, web apps, and bots — the surfaces you already had, finally enforced inline Complete Coverage. Complete Protection. Proven to perform at scale. Impart enables virtual patching in under 60 minutes at companies like Chipotle, Fanatics, and FanDuel to respond to zero-day and agentic attacks at runtime.

Average Rating: 5.0/5.0

Total Reviews: 5

Who Is the Company Behind Impart Security?

Who Uses This Product?

  • Company Size: 40% Large, 40% Small

What Are Recent G2 Reviews of Impart Security?

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