Best Enterprise Automation Testing Tools

How Many Automation Testing Tools Products Does G2 Track?

Total Products under this Category: 344

Category Stats (Oct 2026)

  • Average Rating: 4.47/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Speedchecker (+0.97%) - Among all products in this category, Speedchecker recorded the largest rating increase compared to last month

Last updated: October 23, 2026

How Does G2 Rank Automation Testing Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 19,000+ Authentic Reviews
  • 344+ 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 Automation Testing Tools

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

Highlighted products: UiPath Agentic Automation, BrowserStack, Keysight Eggplant, The Panaya Platform, Cyara Platform, ACCELQ, Katalon, and Harness Platform.

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

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: 6,270

How Do G2 Users Rate UiPath Agentic Automation?

  • Reliability: 9.2/10 (Category avg: 8.7/10)
  • Thoroughness: 9.2/10 (Category avg: 8.7/10)
  • Test Feedback: 9.1/10 (Category avg: 8.8/10)
  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 9.2/10)

Who Is the Company Behind UiPath Agentic Automation?

  • Seller: UiPath
  • Company Website:
  • Year Founded: 2005
  • HQ Location: New York
  • Twitter: @UiPath
    108,104 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    5,142 employees on LinkedIn®

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 advanced AI capabilities of UiPath Agentic Automation, enhancing adaptability and seamless workflow integration.
  • Users appreciate the ease of use of UiPath Agentic Automation, making it simple for developers to integrate and automate tasks.
  • Users value the seamless integration of AI with automation in UiPath Agentic Automation for handling complex tasks.
  • Users commend the automation ease of UiPath Agentic Automation, benefiting from its advanced AI capabilities and orchestration.
  • Users value the efficiency of UiPath Agentic Automation, enjoying streamlined automation solutions that save time and effort.
Cons
  • Users find the product expensive, with high licensing costs compared to other RPA tools, impacting overall value.
  • Users find the learning curve challenging, especially with agent training and required programming knowledge for non-tech individuals.
  • Users find the complexity of UiPath Agentic Automation overwhelming, especially when navigating advanced features and setups.
  • Users feel that the pricing issues of UiPath Agentic Automation are too high, affecting repurchase decisions.
  • Users find the licensing issues confusing, making initial setup and advanced feature access challenging for newcomers.

What Are Recent G2 Reviews of UiPath Agentic Automation?

What Are G2 Users Discussing About UiPath Agentic Automation?

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: 3,326

How Do G2 Users Rate BrowserStack?

  • Reliability: 8.5/10 (Category avg: 8.7/10)
  • Thoroughness: 8.5/10 (Category avg: 8.7/10)
  • Test Feedback: 8.6/10 (Category avg: 8.8/10)
  • Has the product been a good partner in doing business?: 8.7/10 (Category avg: 9.2/10)

Who Is the Company Behind BrowserStack?

  • Seller: BrowserStack
  • Company Website:
  • Year Founded: 2011
  • HQ Location: Dublin, Dublin
  • Twitter: @browserstack
    11,547 Twitter followers
  • 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's interface easy to use, facilitating seamless access to real device testing across multiple platforms.
  • Users value the real device testing feature of BrowserStack, enhancing compatibility across diverse platforms without physical hardware.
  • Users value the wide coverage of real devices on BrowserStack, ensuring comprehensive product testing across different environments.
  • Users appreciate the extensive device and browser combinations in BrowserStack, significantly enhancing testing efficiency and compatibility.
  • Users find BrowserStack's easy testing capabilities invaluable for efficient cross-platform and UI-specific testing.
Cons
  • Users often experience slow performance with BrowserStack, impacting testing efficiency and reliability of results.
  • Users experience slow loading times with BrowserStack, leading to frustrating delays during tests and setup.
  • Users feel that the pricing of BrowserStack is expensive and suggest more affordable package options.
  • Users report testing difficulties due to inconsistencies and lag, making reliable results hard to achieve.
  • Users often face slow speed during peak hours, impacting performance and complicating debugging efforts.

What Are Recent G2 Reviews of BrowserStack?

What Are G2 Users Discussing About BrowserStack?

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

How Do G2 Users Rate Keysight Eggplant?

  • Reliability: 8.1/10 (Category avg: 8.7/10)
  • Thoroughness: 8.2/10 (Category avg: 8.7/10)
  • Test Feedback: 8.4/10 (Category avg: 8.8/10)
  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 9.2/10)

Who Is the Company Behind Keysight Eggplant?

  • Seller: Keysight Technologies
  • Year Founded: 2014
  • HQ Location: Santa Rosa, California, United States
  • Twitter: @Keysight
    13,585 Twitter followers
  • 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's ease of use remarkable, with a low learning curve and intuitive interface enhancing automation efforts.
  • Users value the ease of automation with Eggplant, appreciating its user-friendly interface and quick implementation.
  • Users value the ease of use in automation support of Keysight Eggplant, facilitating quick and effective test implementation.
  • Users find automation easy with Keysight Eggplant, appreciating its quick setup and low learning curve for scripting.
  • Users value the outstanding customer support from Keysight Eggplant, enhancing the overall user experience significantly.
Cons
  • Users face challenges with browser compatibility, which can hinder testing effectiveness across various platforms.
  • Users face compatibility challenges with various technologies and applications, impacting the effectiveness of Eggplant Functional.
  • Users face recurring OCR issues in Keysight Eggplant, leading to frequent test case failures during complex scenarios.
  • Users often face significant compatibility challenges with various technologies and specific applications when using Keysight Eggplant.
  • Users find the complexity of Keysight Eggplant challenging, particularly in managing logs and file conversions effectively.

What Are Recent G2 Reviews of Keysight Eggplant?

What Are G2 Users Discussing About Keysight Eggplant?

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Cyara Platform

Cyara is the AI trust company for customer experience. AI agents reason, decide, and act in your brand's name. They behave less like software you sign off once than like people you supervise. Cyara is how enterprises prove their agents are ready before customers meet them, and how they know what those agents are doing once they are live. The Cyara Agentic Platform proves agent behavior, end-to-end journeys, and performance at peak load before go-live. Cyara AI Trust Observability scores every live conversation for quality and compliance, catches drift and violations as they happen, and turns what production teaches into the next round of tests. Proof before launch. Vigilance in production. Cyara spans every channel, every major CCaaS provider, and 55+ AI agent vendors, across agentic and traditional paths alike. And because Cyara is independent, the layer that grades your agents is not owned by the vendors building them. More than 450 enterprises – including leaders in insurance, banking, healthcare, and technology – rely on Cyara to assure more than 350 million customer journeys a year.

Average Rating: 4.8/5.0

Total Reviews: 53

How Do G2 Users Rate Cyara Platform?

  • Reliability: 9.6/10 (Category avg: 8.7/10)
  • Thoroughness: 9.6/10 (Category avg: 8.7/10)
  • Test Feedback: 9.6/10 (Category avg: 8.8/10)
  • Has the product been a good partner in doing business?: 9.6/10 (Category avg: 9.2/10)

Who Is the Company Behind Cyara Platform?

  • Seller: Cyara
  • Company Website:
  • Year Founded: 2006
  • HQ Location: Redwood City, California
  • Twitter: @cyara
    4 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    391 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 53% Large, 24% Small

What Do G2 Reviewers Say About Cyara Platform?

AI-generated summary from verified user reviews

Pros
  • Users value the automation capabilities of Cyara Platform, significantly enhancing testing efficiency for Omnichannel experiences.
  • Users praise the exceptional customer support of Cyara Platform, enhancing their Omnichannel experience and troubleshooting effectively.
  • Users value the ease of use of the Cyara Platform, enjoying its intuitive tools and user-friendly interface.
  • Users find Cyara Platform incredibly helpful for testing NLP models, benefiting from automated regression testing and insightful reports.
  • Users value the time-saving automation of Cyara, significantly reducing manual testing efforts and boosting release confidence.
Cons
  • Users note a high learning curve, making it challenging for new team members to efficiently use the platform.
  • Users face a high learning curve with Cyara Platform, making it challenging for newcomers to adapt effectively.
  • Users find the poor UI of the Cyara Platform frustrating, especially when uploading large datasets takes too long.
  • Users notice that the platform has a slow loading interface, especially when uploading large datasets, hindering efficiency.
  • Users report slow performance in the Cyara Platform, particularly when uploading large datasets for training.

What Are Recent G2 Reviews of Cyara Platform?

What Are G2 Users Discussing About Cyara Platform?

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: 577

How Do G2 Users Rate The Panaya Platform?

  • Reliability: 8.8/10 (Category avg: 8.7/10)
  • Thoroughness: 9.1/10 (Category avg: 8.7/10)
  • Test Feedback: 8.8/10 (Category avg: 8.8/10)
  • Has the product been a good partner in doing business?: 9.0/10 (Category avg: 9.2/10)

Who Is the Company Behind The Panaya Platform?

  • Seller: Panaya LTD
  • Company Website:
  • Year Founded: 2006
  • HQ Location: Hod Hasharon, Center
  • Twitter: @panaya
    4,478 Twitter followers
  • 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: 57% Large, 28% Medium

What Do G2 Reviewers Say About The Panaya Platform?

AI-generated summary from verified user reviews

Pros
  • Users praise the ease of use of Panaya Smart Testing, enhancing efficiency in managing testing and documentation tasks.
  • Users value the efficient testing capabilities of Panaya Smart Testing, enhancing project speed and reducing manual efforts.
  • Users value the time-saving features of Panaya Smart Testing, enhancing productivity during data validation and testing processes.
  • Users value the efficiency of automation in Panaya Smart Testing, significantly reducing effort and project timelines.
  • Users appreciate the responsive support and intuitive platform of Panaya Smart Testing and Change Intelligence for effective collaboration.
Cons
  • Users face significant testing difficulties due to non-deletable data and the inability to easily manage test results.
  • Users report slow performance with Panaya Smart Testing, experiencing lag and issues with the recorder functionality.
  • Users find the learning curve steep, requiring time and effort to become proficient with the tool's navigation.
  • Users note the missing features in Panaya, highlighting a need for improved recording and evidence management.
  • Users face challenges with recording issues, including complicated interfaces and bugs that slow down testing processes.

What Are Recent G2 Reviews of The Panaya Platform?

What Are G2 Users Discussing About The Panaya Platform?

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

How Do G2 Users Rate ACCELQ?

  • Reliability: 9.3/10 (Category avg: 8.7/10)
  • Thoroughness: 9.3/10 (Category avg: 8.7/10)
  • Test Feedback: 9.3/10 (Category avg: 8.8/10)
  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 9.2/10)

Who Is the Company Behind ACCELQ?

  • Seller: ACCELQ
  • Company Website:
  • Year Founded: 2014
  • HQ Location: Dallas, US
  • Twitter: @accelq
    1,677 Twitter followers
  • 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 the ease of use of ACCELQ, enabling rapid implementation and efficient automation without deep technical knowledge.
  • Users praise the ease of automation with ACCELQ, enabling rapid development of comprehensive testing suites.
  • Users value the codeless automation of ACCELQ, enabling easy collaboration and effective testing for all team members.
  • Users appreciate the time-saving features of ACCELQ, enabling efficient backend testing and quicker bug detection.
  • Users appreciate the automation ease of ACCELQ, streamlining testing processes and enhancing efficiency from day one.
Cons
  • Users find the learning curve steep for desktop automation compared to web and mobile testing, impacting user experience.
  • Users find integration issues with ACCELQ, noting limited options and complexities in learning the platform effectively.
  • Users mention poor reporting, noting the dashboard becomes congested when handling many test cases and scenarios.
  • Users face a difficult learning curve in ACCELQ, particularly when trying to grasp advanced features and setup.
  • Users feel the missing features in ACCELQ hinder productivity and limit effective test management and reporting.

What Are Recent G2 Reviews of ACCELQ?

What Are G2 Users Discussing About ACCELQ?

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: 217

How Do G2 Users Rate Katalon?

  • Reliability: 8.6/10 (Category avg: 8.7/10)
  • Thoroughness: 8.7/10 (Category avg: 8.7/10)
  • Test Feedback: 8.9/10 (Category avg: 8.8/10)
  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.2/10)

Who Is the Company Behind Katalon?

  • Seller: Katalon LLC
  • Company Website:
  • Year Founded: 2016
  • HQ Location: Atlanta, US
  • Twitter: @KatalonPlatform
    1,613 Twitter followers
  • 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 easy to use, simplifying automation with intuitive features and minimal need for help.
  • Users find Katalon to provide user-friendly automation capabilities, allowing easy implementation and collaboration on test cases.
  • Users enjoy the ease of automation with Katalon, appreciating its simplicity and comprehensive features for effective testing.
  • Users find Katalon easy to implement, appreciating its user-friendly interface and extensive support for various testing needs.
  • Users value the time-saving capabilities of Katalon, allowing quick creation and maintenance of automated tests.
Cons
  • Users experience slow performance with Katalon, especially with large test suites causing extended execution times.
  • Users note the high cost of accessing advanced features, which can limit the overall usability of Katalon.
  • Users experience system delays with Katalon, particularly during code crashes and lengthy test executions.
  • Users experience bug issues with Katalon, including glitches, crashes, and unreliable self-healing capabilities affecting their workflow.
  • Users find a steep learning curve with Katalon, facing challenges in training and understanding variable management.

What Are Recent G2 Reviews of Katalon?

What Are G2 Users Discussing About Katalon?

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: 332

How Do G2 Users Rate Harness Platform?

  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 9.2/10)

Who Is the Company Behind Harness Platform?

  • Seller: Harness
  • Company Website:
  • Year Founded: 2018
  • HQ Location: San Francisco
  • Twitter: @HarnessWealth
    1,389 Twitter followers
  • 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 the ease of use of Harness Platform essential for streamlining their development projects effectively.
  • Users highlight the easy integration and comprehensive documentation of Harness Platform, streamlining project implementation and feature management.
  • Users value the ease of managing feature flags across environments, enhancing flexibility and control in deployment.
  • Users appreciate the easy setup of Harness Platform, allowing quick implementation of feature flags and A/B testing.
  • Users find the easy integrations in Harness Platform enhance their workflow and improve productivity significantly.
Cons
  • Users note the missing features in Harness Platform, particularly regarding multiple filters and flexibility compared to other tools.
  • Users find the activation and deactivation clarity lacking, causing confusion in managing feature flags effectively.
  • Users express frustration over limited features, including SDK options and difficulties with traffic splitting and flag management.
  • Users note a steep learning curve with Harness Platform, requiring time to master its extensive features and tools.
  • Users criticize the poor UI of Harness Platform, finding it difficult to manage feature flags effectively.

What Are Recent G2 Reviews of Harness Platform?

What Are G2 Users Discussing About Harness Platform?

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

How Do G2 Users Rate Leapwork?

  • Reliability: 8.3/10 (Category avg: 8.7/10)
  • Thoroughness: 8.4/10 (Category avg: 8.7/10)
  • Test Feedback: 8.1/10 (Category avg: 8.8/10)
  • Has the product been a good partner in doing business?: 9.3/10 (Category avg: 9.2/10)

Who Is the Company Behind Leapwork?

  • Seller: Leapwork
  • Company Website:
  • Year Founded: 2015
  • HQ Location: København K, DK
  • Twitter: @LEAPWORKglobal
    1,058 Twitter followers
  • 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 commend the ease of use of Leapwork, appreciating its straightforward approach and excellent UI/UX design.
  • Users appreciate the ease of use of Leapwork, making automation of tests straightforward and efficient.
  • Users praise the world-class customer support of Leapwork, highlighting their helpfulness and partnership approach.
  • Users value the exceptional automation support from Leapwork, enhancing efficiency and simplifying complex tasks with professionalism.
  • Users value the implementation ease of Leapwork, allowing quick automation setup and seamless integration.
Cons
  • Users find Leapwork expensive for scaling, leading to concerns about cost-efficiency and high maintenance expenses.
  • Users find cloud limitations frustrating, feeling trapped in Leapwork without export options or robust infrastructure management.
  • Users experience limited customization with Leapwork, struggling with constraints due to the lack of coding options.
  • Users find missing features in Leapwork, such as variable management and enhanced reporting capabilities, limiting the tool's effectiveness.
  • Users often face recording issues that hinder the automation process, especially regarding screen resolution and test management.

What Are Recent G2 Reviews of Leapwork?

What Are G2 Users Discussing About Leapwork?

Sauce Labs

In a world that relies on code, Sauce Labs strives to make it work for everyone, everywhere and every time. This is digital confidence. Sauce Labs is the leading provider of continuous test and error reporting solutions that gives companies confidence to deliver a trusted digital brand experience to their customers. The Sauce Labs Continuous Testing Cloud identifies quality signals in development and production, accelerating the ability to release and update web and mobile applications that look, function and perform exactly as they should on every browser, operating system and device, every single time. For more information, please visit https://saucelabs.com.

Average Rating: 4.3/5.0

Total Reviews: 173

How Do G2 Users Rate Sauce Labs?

  • Reliability: 8.0/10 (Category avg: 8.7/10)
  • Thoroughness: 8.1/10 (Category avg: 8.7/10)
  • Test Feedback: 8.1/10 (Category avg: 8.8/10)
  • Has the product been a good partner in doing business?: 8.4/10 (Category avg: 9.2/10)

Who Is the Company Behind Sauce Labs?

  • Seller: Sauce Labs
  • Year Founded: 2008
  • HQ Location: San Francisco, CA
  • Twitter: @saucelabs
    12,590 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    335 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Senior Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 47% Large, 41% Medium

What Do G2 Reviewers Say About Sauce Labs?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Sauce Labs, simplifying testing processes across various browsers and devices.
  • Users value the seamless automation of Sauce Labs, enhancing cross-browser testing and speeding up feedback significantly.
  • Users value the seamless cross-browser testing of Sauce Labs, enhancing efficiency with automated and live testing features.
  • Users appreciate the real-time testing capabilities of Sauce Labs, enhancing collaboration and speeding up the feedback process.
  • Users value the real device testing of Sauce Labs, enhancing the accuracy and effectiveness of their testing processes.
Cons
  • Users find the learning curve steep for Sauce Labs, requiring significant time to adapt and configure settings effectively.
  • Users find the setup complexity challenging, requiring significant time investment and adaptation for effective use.
  • Users find the difficult setup process overwhelming, especially for new users and smaller teams adapting to it.
  • Users find Sauce Labs to be expensive, especially when compared to other platforms, affecting budget considerations.
  • Users find the learning difficulty of Sauce Labs challenging, especially for new users navigating advanced features.

What Are Recent G2 Reviews of Sauce Labs?

What Are G2 Users Discussing About Sauce Labs?

BMC AMI DevX

BMC AMI DevX is a mainframe DevOps platform for IBM Z environments that helps development and platform engineering teams increase release velocity, reduce change risk, and build a sustainable mainframe developer workforce. Whether the priority is attracting the next generation of mainframe talent, safely evolving decades of business-critical code, accelerating release velocity, or demonstrating development ROI to leadership — BMC AMI DevX is designed to address all on a single platform. Teams can connect existing tools and adopt capabilities incrementally using an open-borders integration approach. A 2025 Forrester Total Economic Impact study found that customers using BMC AMI DevX onboarded developers 50% faster, completed code changes 33% faster, increased release frequency by 50%, and reduced change failure rate by 33%. Key capabilities: - Modern IDE integration (VS Code, Eclipse) with a unified development environment that reduces context switching - AI-powered code analysis including dependency mapping, impact analysis, and runtime execution path visualization - Automated unit, functional, integration, and performance testing with code coverage analysis - Git-compatible CI/CD integration with event-driven webhooks and an open plug-in library - DORA metrics and DevOps KPI tracking with AI/ML anomaly detection across the mainframe SDLC

Average Rating: 4.2/5.0

Total Reviews: 90

How Do G2 Users Rate BMC AMI DevX?

  • Reliability: 9.2/10 (Category avg: 8.7/10)
  • Thoroughness: 10.0/10 (Category avg: 8.7/10)
  • Test Feedback: 8.9/10 (Category avg: 8.8/10)
  • Has the product been a good partner in doing business?: 8.6/10 (Category avg: 9.2/10)

Who Is the Company Behind BMC AMI DevX?

  • Seller: BMC Software
  • Company Website:
  • Year Founded: 1980
  • HQ Location: Houston, TX
  • Twitter: @BMCSoftware
    47,946 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    8,646 employees on LinkedIn®

Who Uses This Product?

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

What Do G2 Reviewers Say About BMC AMI DevX?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of BMC AMI DevX, navigating data and edits effortlessly with intelligent features.
  • Users value the industry benchmarking feature in BMC AMI DevX for its insightful performance comparisons and reporting assistance.
  • Users find bug detection features in BMC AMI DevX vital for tracking and improving software quality over time.
  • Users appreciate the excellent customer support provided by BMC AMI DevX, enhancing their overall experience.
  • Users value the smooth integration of Machine Learning in BMC AMI DevX, enhancing KPI management effectively.
Cons
  • Users face complexity and limitations in customization with BMC AMI DevX, hindering their ability to tailor experiences.
  • Users find the limited customization of BMC AMI DevX frustrating, hindering tailored experiences for unique organizational needs.
  • Users face compatibility issues when using BMC AMI DevX with non-BMC tools, limiting its effectiveness and integration.
  • Users find the complex setup of BMC AMI DevX challenging, facing difficulties with customization and understanding data schemas.
  • Users experience configuration issues due to limited customization options and a steep learning curve for tailoring dashboards.

What Are Recent G2 Reviews of BMC AMI DevX?

What Are G2 Users Discussing About BMC AMI DevX?

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

How Do G2 Users Rate Testsigma?

  • Reliability: 8.5/10 (Category avg: 8.7/10)
  • Thoroughness: 8.6/10 (Category avg: 8.7/10)
  • Test Feedback: 8.6/10 (Category avg: 8.8/10)
  • Has the product been a good partner in doing business?: 9.3/10 (Category avg: 9.2/10)

Who Is the Company Behind Testsigma?

  • Seller: Testsigma
  • Company Website:
  • Year Founded: 2019
  • HQ Location: Bangalore, Karnataka
  • Twitter: @testsigmainc
    1,796 Twitter followers
  • 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, making automation and collaboration simple and effective for teams.
  • Users appreciate the ease of creating automation tests without coding experience, enhancing their testing efficiency.
  • Users appreciate the excellent customer support provided by Testsigma, enhancing their overall user experience.
  • Users praise the exceptional automation support of Testsigma, enhancing their transition from manual to automated testing.
  • Users benefit from time-saving features in Testsigma, enabling quick script development and an easy learning curve.
Cons
  • Users occasionally face slow performance with larger test suites, leading to longer wait times for results and execution.
  • Users face testing difficulties with TestSigma due to challenges in API testing and slow test completion times.
  • Users face testing issues with TestSigma, including errors with mobiledriver and lack of download options for tests.
  • Users find complexity issues with TestSigma, especially in automating challenging scenarios and achieving desired customization.
  • Users find the insufficient training leads to a steep learning curve for new TestSigma users, impacting initial setup.

What Are Recent G2 Reviews of Testsigma?

What Are G2 Users Discussing About Testsigma?

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

How Do G2 Users Rate Avo Assure?

  • Reliability: 8.4/10 (Category avg: 8.7/10)
  • Thoroughness: 8.5/10 (Category avg: 8.7/10)
  • Test Feedback: 8.4/10 (Category avg: 8.8/10)
  • Has the product been a good partner in doing business?: 8.7/10 (Category avg: 9.2/10)

Who Is the Company Behind Avo Assure?

  • Seller: Avo Automation
  • Year Founded: 2015
  • HQ Location: Cincinnati, Ohio
  • Twitter: @AvoAutomation
    57 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    142 employees on LinkedIn®

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 find Avo Assure to be easy to use, appreciating its flexibility and no-code capabilities for all roles.
  • Users love the efficiency of automation with Avo Assure, simplifying processes and enhancing overall productivity.
  • Users value the time-saving capabilities of Avo Assure, enabling efficient automation without coding and improving productivity.
  • Users value the simplified automation and comprehensive testing capabilities of Avo Assure, enhancing workflow validation efficiently.
  • Users appreciate the time-saving automation capabilities of Avo Assure, enabling faster testing and early issue detection.
Cons
  • Users experience slow performance with Avo Assure, particularly when handling large or complex test suites.
  • Users find insufficient information in Avo Assure, leading to delays and trials in resolving issues during critical projects.
  • Users find a steep learning curve with Avo Assure, struggling to grasp input and output requirements for automated testing.
  • Users face testing difficulties, including a steep learning curve and limitations in advanced testing capabilities.
  • Users note a difficult learning curve with Avo Assure, particularly for those unfamiliar with automation tools.

What Are Recent G2 Reviews of Avo Assure?

What Are G2 Users Discussing About Avo Assure?

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

How Do G2 Users Rate Virtuoso QA?

  • Reliability: 8.7/10 (Category avg: 8.7/10)
  • Thoroughness: 8.4/10 (Category avg: 8.7/10)
  • Test Feedback: 8.6/10 (Category avg: 8.8/10)
  • Has the product been a good partner in doing business?: 8.4/10 (Category avg: 9.2/10)

Who Is the Company Behind Virtuoso QA?

  • Seller: Virtuoso
  • HQ Location: London, London
  • Twitter: @Virtuoso_QA
    423 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    111 employees on LinkedIn®

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 value the efficiency of automation in Virtuoso QA, noting its user-friendly interface and easy script creation.
  • Users find Virtuoso QA's ease of use exceptional for automating tests without coding, enhancing efficiency and accessibility.
  • Users admire the automation ease of Virtuoso QA, enabling efficient and user-friendly test creation without coding hassles.
  • Users find the implementation ease of Virtuoso QA impressive, enabling quick setup and efficient testing right away.
  • Users value the AI-powered low code automation of Virtuoso QA for its efficiency in reducing manual coding efforts.
Cons
  • Users find the complex navigation of Virtuoso QA challenging, especially when managing multiple tests or lacking experience.
  • Users find difficult navigation within Virtuoso QA, making it hard to manage multiple tasks efficiently.
  • Users note that Virtuoso QA is expensive, leading to concerns about cost versus limited features and bugs.
  • Users experience slow performance with Virtuoso QA, causing delays in bot identification, although it's better than many competitors.
  • Users report bug issues that hinder functionality and limit the effectiveness of Virtuoso QA for automation testing.

What Are Recent G2 Reviews of Virtuoso QA?

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

How Do G2 Users Rate Gearset DevOps?

  • Has the product been a good partner in doing business?: 9.5/10 (Category avg: 9.2/10)

Who Is the Company Behind Gearset DevOps?

  • Seller: Gearset
  • Company Website:
  • Year Founded: 2015
  • HQ Location: Cambridge, Cambridgeshire
  • Twitter: @GearsetHQ
    1,182 Twitter followers
  • 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 praise the ease of use of Gearset DevOps, highlighting smooth setup and effective features for efficient deployments.
  • Users value the automation and ease of deployment with Gearset, significantly enhancing efficiency and reducing errors.
  • Users appreciate the easy deployment capabilities of Gearset DevOps, which streamline CI/CD processes and validations effortlessly.
  • Users commend the exceptional customer support from Gearset DevOps, highlighting prompt assistance and engagement with feature requests.
  • Users value the deployment ease of Gearset DevOps, enabling swift setup and efficient management of releases.
Cons
  • Users face deployment issues requiring manual activation of Flows and cautious management of production metadata changes.
  • Users find Gearset DevOps expensive, particularly for larger teams, affecting its accessibility despite its high quality.
  • Users find complexity in custom filters and CI/CD processes, wishing for enhanced automation and streamlined operations.
  • Users face limitations in data management, as some metadata and object settings fail to transfer accurately between environments.
  • Users express disappointment over the missing features in Gearset DevOps, particularly the lack of automated dependency tracking.

What Are Recent G2 Reviews of Gearset DevOps?

Adam Crivello
AC
Researched and written by Adam Crivello
Updated