# Best Enterprise Automation Testing Tools

## How Many Automation Testing Tools Products Does G2 Track?

**Total Products under this Category:** 337

### Category Stats (Aug 2026)

- **Average Rating:** 4.46/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Gatling (+1.24%) - Among all products in this category, Gatling recorded the largest rating increase compared to last month

_Last updated: August 19, 2026_

## How Does G2 Rank Automation Testing Tools Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 18,700+ Authentic Reviews
- 337+ 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](https://www.g2.com/categories/automation-testing-tools/grids.png?focus%5B%5D=138773&focus%5B%5D=6218&focus%5B%5D=126538&focus%5B%5D=31741&focus%5B%5D=23650&focus%5B%5D=96648&focus%5B%5D=39239&focus%5B%5D=26566)

Highlighted products: BrowserStack, UiPath Agentic Automation, Keysight Eggplant, ACCELQ, Katalon, Cyara Platform, Panaya Smart Testing and Change Intelligence, and Leapwork.

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

**Sponsored**

### 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.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=108&secure%5Bchosen_at%5D=2026-08-30T20%3A41%3A02Z&secure%5Bdisplayable_resource_id%5D=108&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=108&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=2390&secure%5Bresource_id%5D=108&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fautomation-testing-tools%2Fenterprise&secure%5Btoken%5D=1331f9e6b017355fbab4c85808c01bb48a23c4188b47881e5bfde434d9db351d&secure%5Burl%5D=https%3A%2F%2Fwww.tricentis.com%2Fproducts%2Fautomate-continuous-testing-tosca%3Futm_medium%3Dcpc%26utm_source%3Dg2clicks%26utm_campaign%3Dna_na_na_ams_en_2026-05%26utmc_placement%3Ddefault%26utmc_product%3Dna%26utmc_lptype%3Ddefault&secure%5Burl_type%5D=custom_url)

### [UiPath Agentic Automation](https://www.g2.com/products/uipath-agentic-automation/reviews)

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:** 6,136

#### 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:** 9.2/10 (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](https://www.g2.com/sellers/uipath)
- **Company Website:** www.uipath.com
- **Year Founded:** 2005
- **HQ Location:** New York
- **Twitter:** @UiPath  
108,104 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=17615f854c74fc9182c09444e77a06bb258d3895834425dd5c43ea727a867603&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1523656%2F&secure%5Burl_type%5D=linkedin_company_website)  
5,134 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, 29% 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?

**["Extending RPA Capabilities with Agentic AI"](https://www.g2.com/survey_responses/uipath-agentic-automation-review-13049861)**

**Rating:** 4.5/5.0 stars

_— Muhammad A._

[Read full review](https://www.g2.com/survey_responses/uipath-agentic-automation-review-13049861)

**["Transformative Automation with AI Decision Making"](https://www.g2.com/survey_responses/uipath-agentic-automation-review-12980416)**

**Rating:** 4.5/5.0 stars

_— Arti P._

[Read full review](https://www.g2.com/survey_responses/uipath-agentic-automation-review-12980416)

#### What Are G2 Users Discussing About UiPath Agentic Automation?

- [What are the most impactful use-cases of UiPath's RPA in automating repetitive business processes?](https://www.g2.com/discussions/what-are-the-most-impactful-use-cases-of-uipath-s-rpa-in-automating-repetitive-business-processes) - 2 comments
- [What is robotic process automation RPA and when is it beneficial?](https://www.g2.com/discussions/what-is-robotic-process-automation-rpa-and-when-is-it-beneficial) - 1 comment
- [Which business process can be automated with RPA?](https://www.g2.com/discussions/which-business-process-can-be-automated-with-rpa) - 2 comments
- [What is RPA in UiPath?](https://www.g2.com/discussions/what-is-rpa-in-uipath) - 2 comments
- [Is UiPath an RPA tool?](https://www.g2.com/discussions/is-uipath-an-rpa-tool) - 2 comments

### [BrowserStack](https://www.g2.com/products/browserstack/reviews)

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:** 3,323

#### 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?:** 8.8/10 (Category avg: 9.2/10)

#### Who Is the Company Behind BrowserStack?

- **Seller:** [BrowserStack](https://www.g2.com/sellers/browserstack)
- **Company Website:** www.browserstack.com
- **Year Founded:** 2011
- **HQ Location:** Dublin, Dublin
- **Twitter:** @browserstack  
11,547 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9c3d38469c8b7ca065ccf05334ea8c918801a3e5d7784c9a1b5b5de1ae75b88b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2553488%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,797 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Software Engineer, QA Engineer
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 40% 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?

**["Clean UI, Seamless Selenium Integration, and Scalable Cloud Testing"](https://www.g2.com/survey_responses/browserstack-review-12911086)**

**Rating:** 5.0/5.0 stars

_— Alexis C._

[Read full review](https://www.g2.com/survey_responses/browserstack-review-12911086)

**["eliable Platform for Mobile and Web Testing Across Real Devices"](https://www.g2.com/survey_responses/browserstack-review-10504282)**

**Rating:** 4.0/5.0 stars

_— Vishwanath H._

[Read full review](https://www.g2.com/survey_responses/browserstack-review-10504282)

#### What Are G2 Users Discussing About BrowserStack?

- [What is Bird Eats Bug used for?](https://www.g2.com/discussions/what-is-bird-eats-bug-used-for) - 2 comments
- [What are the benefits of automating a test case?](https://www.g2.com/discussions/what-are-the-benefits-of-automating-a-test-case) - 7 comments, 1 upvote
- [What can BrowserStack do?](https://www.g2.com/discussions/what-can-browserstack-do) - 4 comments
- [What is App automate in BrowserStack?](https://www.g2.com/discussions/what-is-app-automate-in-browserstack) - 4 comments, 1 upvote
- [Which of the following features are supported by BrowserStack automate ?\*?](https://www.g2.com/discussions/which-of-the-following-features-are-supported-by-browserstack-automate) - 4 comments

### [Keysight Eggplant](https://www.g2.com/products/keysight-eggplant/reviews)

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](https://www.g2.com/sellers/keysight-technologies)
- **Year Founded:** 2014
- **HQ Location:** Santa Rosa, California, United States
- **Twitter:** @Keysight  
13,585 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5642083efabe49e70896c4f6c1f07c539c8c4b5ee98cbce0ffd2bf93e1e39183&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fkeysight-technologies%2F&secure%5Burl_type%5D=linkedin_company_website)  
13,542 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?

**["Eggplant can be used for all types of Application for Automation"](https://www.g2.com/survey_responses/keysight-eggplant-review-9470134)**

**Rating:** 5.0/5.0 stars

_— Shravan K._

[Read full review](https://www.g2.com/survey_responses/keysight-eggplant-review-9470134)

**["Effortless Automation with User-Friendly Interface"](https://www.g2.com/survey_responses/keysight-eggplant-review-8946170)**

**Rating:** 5.0/5.0 stars

_— Priyanka B._

[Read full review](https://www.g2.com/survey_responses/keysight-eggplant-review-8946170)

#### What Are G2 Users Discussing About Keysight Eggplant?

- [What is Keysight Eggplant Platform used for?](https://www.g2.com/discussions/what-is-keysight-eggplant-platform-used-for) - 1 comment
- [Is eggplant the same as aubergine?](https://www.g2.com/discussions/is-eggplant-the-same-as-aubergine)
- [How much is eggplant software?](https://www.g2.com/discussions/how-much-is-eggplant-software) - 1 comment
- [What is eggplant AI?](https://www.g2.com/discussions/what-is-eggplant-ai) - 1 comment, 1 upvote
- [What does eggplant software do?](https://www.g2.com/discussions/what-does-eggplant-software-do) - 1 comment, 1 upvote

### [ACCELQ](https://www.g2.com/products/accelq/reviews)

ACCELQ offers AI-powered No-Code test automation and management built on a cloud-native platform. ACCELQ provides a unified platform for web, mobile, API, database, and packaged apps. Automation-first, codeless capabilities make it easy to use for testing teams without deep programming expertise. ACCELQ allows businesses to achieve 7.5x productivity and over 72% savings with its industry-first autonomics-based automation platform. ACCELQ was named a leader in The Forrester Wave™: Continuous Automation Testing Platforms, Q4 2022.

**Average Rating:** 4.8/5.0

**Total Reviews:** 113

#### How Do G2 Users Rate ACCELQ?

- **Reliability:** 9.4/10 (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](https://www.g2.com/sellers/accelq)
- **Company Website:** www.accelq.com
- **Year Founded:** 2014
- **HQ Location:** Dallas, US
- **Twitter:** @accelq  
1,677 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3ce81af1cb4b7b489649ef50a563e0dc4b9efe9b203a9ec34be0b9108445f204&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Faccelq&secure%5Burl_type%5D=linkedin_company_website)  
217 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 find the **insufficient information** on features and documentation to be a barrier for effective use.

#### What Are Recent G2 Reviews of ACCELQ?

**["Locator-Free UI Automation with Seamless Execution and Outstanding Support"](https://www.g2.com/survey_responses/accelq-review-13157858)**

**Rating:** 5.0/5.0 stars

_— Tejaswi T._

[Read full review](https://www.g2.com/survey_responses/accelq-review-13157858)

**["ACCELQ Makes Automation Practical, Faster, and Easier for the Whole Team"](https://www.g2.com/survey_responses/accelq-review-13134282)**

**Rating:** 5.0/5.0 stars

_— Rohit Kumar M._

[Read full review](https://www.g2.com/survey_responses/accelq-review-13134282)

#### What Are G2 Users Discussing About ACCELQ?

- [What is testim tool?](https://www.g2.com/discussions/accelq-what-is-testim-tool)
- [What is Acclq?](https://www.g2.com/discussions/what-is-acclq)
- [Is Accelq open source?](https://www.g2.com/discussions/is-accelq-open-source) - 1 comment
- [What is Accelq tool?](https://www.g2.com/discussions/what-is-accelq-tool) - 1 comment

### [Katalon](https://www.g2.com/products/katalon/reviews)

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](https://www.g2.com/sellers/katalon-llc)
- **Company Website:** katalon.com
- **Year Founded:** 2016
- **HQ Location:** Atlanta, US
- **Twitter:** @KatalonPlatform  
1,613 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=25899562997d287df88b236c7386ba2c786435b838b2bd7a1c4218d3f550e29d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fkatalon%2F&secure%5Burl_type%5D=linkedin_company_website)  
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?

**["“Powerful Low-Code Automation with Growing AI Capabilities”"](https://www.g2.com/survey_responses/katalon-review-13263298)**

**Rating:** 4.5/5.0 stars

_— John Victor A._

[Read full review](https://www.g2.com/survey_responses/katalon-review-13263298)

**["Katalon the best automation platform"](https://www.g2.com/survey_responses/katalon-review-8551525)**

**Rating:** 5.0/5.0 stars

_— Monty B._

[Read full review](https://www.g2.com/survey_responses/katalon-review-8551525)

#### What Are G2 Users Discussing About Katalon?

- [Is Katalon studio still free?](https://www.g2.com/discussions/is-katalon-studio-still-free) - 3 comments
- [Is Katalon studio better than selenium?](https://www.g2.com/discussions/is-katalon-studio-better-than-selenium) - 2 comments
- [How good is Katalon studio?](https://www.g2.com/discussions/how-good-is-katalon-studio) - 1 comment
- [What is the use of Katalon studio?](https://www.g2.com/discussions/what-is-the-use-of-katalon-studio) - 1 comment

### [Cyara Platform](https://www.g2.com/products/cyara-platform/reviews)

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:** 4.7/5.0

**Total Reviews:** 45

#### How Do G2 Users Rate Cyara Platform?

- **Reliability:** 9.5/10 (Category avg: 8.7/10)
- **Thoroughness:** 9.5/10 (Category avg: 8.7/10)
- **Test Feedback:** 9.4/10 (Category avg: 8.8/10)
- **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.2/10)

#### Who Is the Company Behind Cyara Platform?

- **Seller:** [Cyara](https://www.g2.com/sellers/cyara)
- **Company Website:** cyara.com
- **Year Founded:** 2006
- **HQ Location:** Redwood City, California
- **Twitter:** @cyara  
4 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ccef81983950aeb9da1e5da73e8a3e71db37d2674bb1257f8556d408cb756f86&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcyara%2F&secure%5Burl_type%5D=linkedin_company_website)  
396 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Financial Services
- **Company Size:** 54% 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?

**["Cyara Streamlines IVR QA by Rerunning Critical Call Scenarios Fast"](https://www.g2.com/survey_responses/cyara-platform-review-13381001)**

**Rating:** 4.5/5.0 stars

_— Anvi M._

[Read full review](https://www.g2.com/survey_responses/cyara-platform-review-13381001)

**["Comprehensive Omnichannel Testing That Handles Real-World Traffic"](https://www.g2.com/survey_responses/cyara-platform-review-13320813)**

**Rating:** 5.0/5.0 stars

_— Nirmal K._

[Read full review](https://www.g2.com/survey_responses/cyara-platform-review-13320813)

#### What Are G2 Users Discussing About Cyara Platform?

- [Is cyara open source?](https://www.g2.com/discussions/is-cyara-open-source)
- [What is CX Assurance Platform?](https://www.g2.com/discussions/what-is-cx-assurance-platform)
- [How does Cyara work?](https://www.g2.com/discussions/how-does-cyara-work)
- [What is Cyara software?](https://www.g2.com/discussions/what-is-cyara-software)

### [Panaya Smart Testing and Change Intelligence](https://www.g2.com/products/panaya-smart-testing-and-change-intelligence/reviews)

Panaya is a SaaS-based company certified by SAP, Oracle, and Salesforce.com. It offers an all-in-one platform for Smart Testing solutions and Change Intelligence tailored for ERP, CRM, and cloud business applications. Panaya accelerates and de-risks digital landscapes with AI-powered Test Automation, Test Management, and Impact Analysis. Panaya's focus on ease of use and an intuitive interface ensures seamless collaboration between business and IT, empowering business users and IT professionals to gain real-time visibility and control over their projects. This capability enables faster releases and continuous delivery of high-quality software. Since its founding in 2006, over 3,000 companies across 62 countries, including a third of the Fortune 500, have trusted Panaya to drive rapid, quality testing and change management in their enterprise business applications.

**Average Rating:** 4.5/5.0

**Total Reviews:** 534

#### How Do G2 Users Rate Panaya Smart Testing and Change Intelligence?

- **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 Panaya Smart Testing and Change Intelligence?

- **Seller:** [Panaya LTD](https://www.g2.com/sellers/panaya-ltd)
- **Company Website:** www.panaya.com
- **Year Founded:** 2006
- **HQ Location:** Hod Hasharon, Center
- **Twitter:** @panaya  
4,478 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e335e320d82ae17eabc242043719b03464ad2f946f67fba631de2452403a2a94&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpanaya&secure%5Burl_type%5D=linkedin_company_website)  
202 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, 27% Medium

#### What Do G2 Reviewers Say About Panaya Smart Testing and Change Intelligence?

_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 praise the **intuitive user interface** of Panaya Smart Testing, making integration and management seamless and efficient.

##### Cons

- Users face significant **testing difficulties** due to non-deletable data and the inability to easily manage test results.
- Users face challenges with **recording issues** , including complicated interfaces and bugs that slow down testing processes.
- Users find the **learning curve steep** , requiring time and effort to become proficient with the tool's navigation.
- Users report **slow performance** with Panaya Smart Testing, experiencing lag and issues with the recorder functionality.
- Users note the **missing features** in Panaya, highlighting a need for improved recording and evidence management.

#### What Are Recent G2 Reviews of Panaya Smart Testing and Change Intelligence?

**["Panaya Simplifies UAT with Smart, Impact-Based Testing"](https://www.g2.com/survey_responses/panaya-smart-testing-and-change-intelligence-review-12944318)**

**Rating:** 4.0/5.0 stars

_— Yashodhar Y._

[Read full review](https://www.g2.com/survey_responses/panaya-smart-testing-and-change-intelligence-review-12944318)

**["Smart Testing: Quickly implemented, without local installation, and with AI-supported documentation"](https://www.g2.com/survey_responses/panaya-smart-testing-and-change-intelligence-review-12934737)**

**Rating:** 4.5/5.0 stars

_— Patrick Z._

[Read full review](https://www.g2.com/survey_responses/panaya-smart-testing-and-change-intelligence-review-12934737)

#### What Are G2 Users Discussing About Panaya Smart Testing and Change Intelligence?

- [What is Panaya Change Intelligence used for?](https://www.g2.com/discussions/what-is-panaya-change-intelligence-used-for) - 1 comment

### [Leapwork](https://www.g2.com/products/leapwork/reviews)

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:** 103

#### 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](https://www.g2.com/sellers/leapwork)
- **Company Website:** www.leapwork.com
- **Year Founded:** 2015
- **HQ Location:** København K, DK
- **Twitter:** @LEAPWORKglobal  
1,058 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=aafa596b3100ad1df9e6ad6913e964984994c76410a433392832026d2fe254cf&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10332300%2F&secure%5Burl_type%5D=linkedin_company_website)  
264 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 46% Large, 35% 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 appreciate the **intuitive and visually appealing user interface** of Leapwork, facilitating easy solution building.

##### Cons

- Users find Leapwork **expensive for scaling** , leading to concerns about cost-efficiency and high maintenance expenses.
- Users find **missing features** in Leapwork, such as variable management and enhanced reporting capabilities, limiting the tool's effectiveness.
- 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 often face **recording issues** that hinder the automation process, especially regarding screen resolution and test management.

#### What Are Recent G2 Reviews of Leapwork?

**["Strong UI, Clear Automation Flows, and Reliable AI Validation"](https://www.g2.com/survey_responses/leapwork-review-12632344)**

**Rating:** 4.0/5.0 stars

_— Verified User in Electrical/Electronic Manufacturing_

[Read full review](https://www.g2.com/survey_responses/leapwork-review-12632344)

**["Leapwork: Visual, Collaborative, and Easy to Onboard"](https://www.g2.com/survey_responses/leapwork-review-12092478)**

**Rating:** 5.0/5.0 stars

_— Matthew E._

[Read full review](https://www.g2.com/survey_responses/leapwork-review-12092478)

#### What Are G2 Users Discussing About Leapwork?

- [Who uses Leapwork?](https://www.g2.com/discussions/who-uses-leapwork) - 1 comment
- [What is Leapwork tool?](https://www.g2.com/discussions/what-is-leapwork-tool) - 1 comment
- [How expensive is Leapwork?](https://www.g2.com/discussions/how-expensive-is-leapwork) - 1 comment
- [Does Leapwork use selenium?](https://www.g2.com/discussions/does-leapwork-use-selenium) - 2 comments
- [What is Leapwork?](https://www.g2.com/discussions/what-is-leapwork) - 1 comment

### [Sauce Labs](https://www.g2.com/products/sauce-labs/reviews)

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:** 168

#### How Do G2 Users Rate Sauce Labs?

- **Reliability:** 7.8/10 (Category avg: 8.7/10)
- **Thoroughness:** 8.0/10 (Category avg: 8.7/10)
- **Test Feedback:** 8.0/10 (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](https://www.g2.com/sellers/sauce-labs)
- **Year Founded:** 2008
- **HQ Location:** San Francisco, CA
- **Twitter:** @saucelabs  
12,590 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8d69cad4e01d137870af626d6a9d007d7669a2bb3d34b15dcfb39d99223a6489&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F891955%2F&secure%5Burl_type%5D=linkedin_company_website)  
336 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:** 49% Large, 39% 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?

**["Streamlined QA Testing with Minor Android Setbacks"](https://www.g2.com/survey_responses/sauce-labs-review-12487468)**

**Rating:** 4.5/5.0 stars

_— Ramya T._

[Read full review](https://www.g2.com/survey_responses/sauce-labs-review-12487468)

**["Excellent partnership, strong capabilities make Sauce Labs an excellent choice for cloud-based tests"](https://www.g2.com/survey_responses/sauce-labs-review-13337828)**

**Rating:** 4.5/5.0 stars

_— Chad U._

[Read full review](https://www.g2.com/survey_responses/sauce-labs-review-13337828)

#### What Are G2 Users Discussing About Sauce Labs?

- [What is Sauce Labs used for?](https://www.g2.com/discussions/sauce-labs-what-is-sauce-labs-used-for)
- [What is TestObject used for?](https://www.g2.com/discussions/what-is-testobject-used-for)
- [How do you use selenium Sauce Labs?](https://www.g2.com/discussions/how-do-you-use-selenium-sauce-labs)
- [What is BrowserStack and Sauce Labs?](https://www.g2.com/discussions/what-is-browserstack-and-sauce-labs)
- [Are Sauce Labs free?](https://www.g2.com/discussions/are-sauce-labs-free)

### [Harness Platform](https://www.g2.com/products/harness-platform/reviews)

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:** 320

#### 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](https://www.g2.com/sellers/harness-25016f40-e80f-4417-bea8-39412055d17a)
- **Company Website:** harness.io
- **Year Founded:** 2018
- **HQ Location:** San Francisco
- **Twitter:** @HarnessWealth  
1,389 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fbec562b1d7a892f3293de88d17cc0509949905a19856805c612616710bc3a7d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fharnessinc%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,701 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Software Engineer, DevOps Engineer
- **Top Industries:** Computer Software, Financial Services
- **Company Size:** 42% Large, 39% 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?

**["Harness Simplifies CI/CD with Visual Pipelines, Smooth Integrations, and Safer Deployments"](https://www.g2.com/survey_responses/harness-platform-review-13212051)**

**Rating:** 4.0/5.0 stars

_— Muhammed A._

[Read full review](https://www.g2.com/survey_responses/harness-platform-review-13212051)

**["Streamlines CI/CD with Comprehensive Integration"](https://www.g2.com/survey_responses/harness-platform-review-13377317)**

**Rating:** 4.0/5.0 stars

_— Sanjoy S._

[Read full review](https://www.g2.com/survey_responses/harness-platform-review-13377317)

#### What Are G2 Users Discussing About Harness Platform?

- [What is Harness Continuous Delivery used for?](https://www.g2.com/discussions/what-is-harness-continuous-delivery-used-for) - 1 comment
- [What is Propelo used for?](https://www.g2.com/discussions/what-is-propelo-used-for)
- [What is Harness Cloud Cost Management used for?](https://www.g2.com/discussions/what-is-harness-cloud-cost-management-used-for)
- [What is the difference between harness and Jenkins?](https://www.g2.com/discussions/what-is-the-difference-between-harness-and-jenkins) - 1 comment
- [What is streaming Split IO?](https://www.g2.com/discussions/what-is-streaming-split-io) - 1 comment

### [Testsigma](https://www.g2.com/products/testsigma/reviews)

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:** 136

#### How Do G2 Users Rate Testsigma?

- **Reliability:** 8.6/10 (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](https://www.g2.com/sellers/testsigma)
- **Company Website:** www.testsigma.com
- **Year Founded:** 2019
- **HQ Location:** Bangalore, Karnataka
- **Twitter:** @testsigmainc  
1,796 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=db9754b0b71a00a22a2bbd821d7273bd7d60e557a7bfabb073f06768aec1529f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F13359845%2F&secure%5Burl_type%5D=linkedin_company_website)  
239 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** QA Engineer, Software Engineer
- **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?

**["Low-Code Automation Made Easy with Testsigma and Atto"](https://www.g2.com/survey_responses/testsigma-review-13272010)**

**Rating:** 4.5/5.0 stars

_— Kumaravel S._

[Read full review](https://www.g2.com/survey_responses/testsigma-review-13272010)

**["TestSigma provides usability, efficiency, and scalability for client-focused companies"](https://www.g2.com/survey_responses/testsigma-review-13215339)**

**Rating:** 4.5/5.0 stars

_— Yailin G._

[Read full review](https://www.g2.com/survey_responses/testsigma-review-13215339)

#### What Are G2 Users Discussing About Testsigma?

- [What is Testsigma used for?](https://www.g2.com/discussions/what-is-testsigma-used-for)

### [Tricentis Testim](https://www.g2.com/products/tricentis-testim/reviews)

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:** 52

#### How Do G2 Users Rate Tricentis Testim?

- **Reliability:** 8.3/10 (Category avg: 8.7/10)
- **Thoroughness:** 8.3/10 (Category avg: 8.7/10)
- **Test Feedback:** 8.3/10 (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 Tricentis Testim?

- **Seller:** [Tricentis](https://www.g2.com/sellers/tricentis)
- **Year Founded:** 2007
- **HQ Location:** Austin, Texas
- **Twitter:** @Tricentis  
12,931 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=304abdba93286c0cd492d82bf8717772912bad24ea99487cad5699be71711be2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F656215%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,676 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 53% Medium, 29% 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?

**["Testim’s AI-Assisted Testing Makes Creation and Maintenance Fast and Easy"](https://www.g2.com/survey_responses/tricentis-testim-review-13326633)**

**Rating:** 4.5/5.0 stars

_— Shubham S._

[Read full review](https://www.g2.com/survey_responses/tricentis-testim-review-13326633)

**["Effortless AI-Powered Web Test Automation with Self-Healing and CI/CD Integration"](https://www.g2.com/survey_responses/tricentis-testim-review-13117376)**

**Rating:** 5.0/5.0 stars

_— Bhumi H._

[Read full review](https://www.g2.com/survey_responses/tricentis-testim-review-13117376)

#### What Are G2 Users Discussing About Tricentis Testim?

- [What is Testim.io used for?](https://www.g2.com/discussions/what-is-testim-io-used-for)
- [Which is the best tool for UI automation?](https://www.g2.com/discussions/which-is-the-best-tool-for-ui-automation)
- [Is testim open source?](https://www.g2.com/discussions/is-testim-open-source)
- [What is testim tool?](https://www.g2.com/discussions/what-is-testim-tool)
- [What is testim io?](https://www.g2.com/discussions/what-is-testim-io)

### [Avo Assure](https://www.g2.com/products/avo-assure/reviews)

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:** 144

#### 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](https://www.g2.com/sellers/avo-automation)
- **Year Founded:** 2015
- **HQ Location:** Cincinnati, Ohio
- **Twitter:** @AvoAutomation  
57 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8954826a0e654ab3598dd982050b86e53081653a4604d90b66e38b945bce9475&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Favoautomation%2F&secure%5Burl_type%5D=linkedin_company_website)  
136 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Automation Tester
- **Top Industries:** Insurance, Information Technology and Services
- **Company Size:** 36% Large, 32% 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?

**["Intuitive Avo Assure UI and Support That Makes Automation Easy for Beginners and professionals"](https://www.g2.com/survey_responses/avo-assure-review-12671012)**

**Rating:** 5.0/5.0 stars

_— Krishna O._

[Read full review](https://www.g2.com/survey_responses/avo-assure-review-12671012)

**["No-code automation made easy"](https://www.g2.com/survey_responses/avo-assure-review-13171096)**

**Rating:** 5.0/5.0 stars

_— Christine M._

[Read full review](https://www.g2.com/survey_responses/avo-assure-review-13171096)

#### What Are G2 Users Discussing About Avo Assure?

- [What does Avo Assure do?](https://www.g2.com/discussions/what-does-avo-assure-do)
- [Which is the coding language used to develop AVO assure tool?](https://www.g2.com/discussions/which-is-the-coding-language-used-to-develop-avo-assure-tool)
- [What is AVO automation?](https://www.g2.com/discussions/what-is-avo-automation)
- [What is Avo Assure?](https://www.g2.com/discussions/what-is-avo-assure)

### [Virtuoso QA](https://www.g2.com/products/virtuoso-qa/reviews)

Virtuoso QA is a secure, low-code/no-code, robotic test automation platform powered by Artificial Intelligence (AI) and Natural Language Programming (NLP) to automate your&nbsp;functional&nbsp;and&nbsp;end-to-end&nbsp;tests for any browser-based application, at scale in the cloud. We enable engineers and non-engineers alike to automate tests pre-development and in-sprint. Our mission is to be at the forefront of the 'Quality First' software revolution and deliver on the promise of low-code/no-code test automation. Welcome to the future!

**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](https://www.g2.com/sellers/virtuoso)
- **HQ Location:** London, London
- **Twitter:** @Virtuoso\_QA  
423 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1a1b35504c668a96af2959f6da8b1ae0f9719814f966a8b2ff9c5358fca4365e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fvirtuoso-qa%2F&secure%5Burl_type%5D=linkedin_company_website)  
114 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?

**["Excellent Presentation with Practical, Clear Explanations"](https://www.g2.com/survey_responses/virtuoso-qa-review-13068241)**

**Rating:** 5.0/5.0 stars

_— Pavana P._

[Read full review](https://www.g2.com/survey_responses/virtuoso-qa-review-13068241)

**["Easy Automation with Helpful AI Features"](https://www.g2.com/survey_responses/virtuoso-qa-review-12824736)**

**Rating:** 5.0/5.0 stars

_— Veerabhadra Rao K._

[Read full review](https://www.g2.com/survey_responses/virtuoso-qa-review-12824736)

### [Copado Robotic Testing](https://www.g2.com/products/copado-robotic-testing/reviews)

Copado Robotic Testing revolutionizes Salesforce QA by streamlining and optimizing manual testing. It accelerates test automation by leveraging AI-powered generative scripting, enabling teams to create robust, maintainable tests efficiently. Designed for scalability, Copado Robotic Testing includes parallel robots, increasing test performance and test coverage. Its seamless integration with CI/CD pipelines ensures that testing is part of the DevOps lifecycle, reducing errors and delays and ensuring teams deploy with confidence. Copado Robotic Testing is the solution for teams aiming to optimize manual testing, while building automation to improve software quality, and drive faster releases.

**Average Rating:** 4.5/5.0

**Total Reviews:** 48

#### How Do G2 Users Rate Copado Robotic Testing?

- **Reliability:** 8.9/10 (Category avg: 8.7/10)
- **Thoroughness:** 9.0/10 (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?:** 8.7/10 (Category avg: 9.2/10)

#### Who Is the Company Behind Copado Robotic Testing?

- **Seller:** [Copado Solutions](https://www.g2.com/sellers/copado-solutions)
- **Company Website:** www.copado.com
- **Year Founded:** 2013
- **HQ Location:** Chicago, IL
- **Twitter:** @CopadoSolutions  
2,475 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6d95d3dac102ae270ec6e56bc5a057b544e285460e7a3d4421beb3ff0428421c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcopado-solutions-s.l%2F&secure%5Burl_type%5D=linkedin_company_website)  
629 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Telecommunications
- **Company Size:** 40% Large, 28% Medium

#### What Do G2 Reviewers Say About Copado Robotic Testing?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **automation capabilities** of Copado Robotic Testing, which simplify testing processes for all team members.
- Users value the **ease of use** of Copado Robotic Testing, facilitating test creation for both technical and non-technical users.
- Users value the **time-saving benefits** of Copado Robotic Testing, enhancing efficiency with minimal maintenance effort.
- Users value the **easy integrations** of Copado Robotic Testing with Salesforce, significantly enhancing their regression testing efficiency.
- Users value the **seamless integration with Copado release pipelines** , enhancing their test automation experience and workflow efficiency.

##### Cons

- Users find the **difficult setup** of Copado Robotic Testing frustrating, especially for those less experienced in automation.
- Users find the **steep learning curve** frustrating, particularly during the initial setup and for non-technical individuals.
- Users find the **performance issues** in Copado Robotic Testing affect speed, especially with large data sets.
- Users face issues with the **poor UI** of Copado Robotic Testing, leading to slow performance and frequent interaction failures.
- Users report **slow performance** , particularly during test execution and when loading test steps, affecting overall efficiency.

#### What Are Recent G2 Reviews of Copado Robotic Testing?

**["Effortless Automation for Salesforce"](https://www.g2.com/survey_responses/copado-robotic-testing-review-11920652)**

**Rating:** 5.0/5.0 stars

_— Manisha Reddy K._

[Read full review](https://www.g2.com/survey_responses/copado-robotic-testing-review-11920652)

**["Streamlined Low-Code Test Automation with Seamless CI/CD Integration"](https://www.g2.com/survey_responses/copado-robotic-testing-review-13222861)**

**Rating:** 4.5/5.0 stars

_— Mohammed M._

[Read full review](https://www.g2.com/survey_responses/copado-robotic-testing-review-13222861)

#### What Are G2 Users Discussing About Copado Robotic Testing?

- [Is copado a SaaS company?](https://www.g2.com/discussions/is-copado-a-saas-company)
- [How do you use copado?](https://www.g2.com/discussions/how-do-you-use-copado)
- [Is copado only for Salesforce?](https://www.g2.com/discussions/is-copado-only-for-salesforce) - 2 comments

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