# Best Automation Testing Tools

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

**Total Products under this Category:** 301

### 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:** Applitools (+0.46%) - Among all products in this category, Applitools recorded the largest rating increase compared to last month

_Last updated: August 01, 2026_

## How Does G2 Rank Automation Testing Tools Products?

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

- 30 Analysts and Data Experts
- 18,400+ Authentic Reviews
- 301+ 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=51074&focus%5B%5D=23650&focus%5B%5D=144446&focus%5B%5D=31741&focus%5B%5D=96648)

Highlighted products: BrowserStack, UiPath Agentic Automation, Keysight Eggplant, Testsigma, Katalon, QA Wolf, ACCELQ, and Cyara Platform.

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=testsigma&focus%5B%5D=katalon&focus%5B%5D=qa-wolf&focus%5B%5D=accelq&focus%5B%5D=cyara-platform)

**Sponsored**

### QuerySurge

QuerySurge is an enterprise-grade data quality platform that leverages AI to continuously automate data validation across your entire ecosystem ‐ from data warehouses and big data lakes to BI reports and enterprise applications. With AI-powered test creation, scalable architecture, and the leading DevOps for Data CI/CD integration, QuerySurge ensures data integrity at every stage of the pipeline. Automated Data Validation Use Cases: QuerySurge provides a smart, AI-driven, data validation & ETL testing solution for your automated testing needs. - Data Warehouse / ETL Testing - DevOps for Data / Continuous Testing - Data Migration Testing - Business Intelligence (BI) Report Testing - Big Data Testing - Enterprise Application Data Testing What QuerySurge Provides: - Automation of your manual data validation and testing process - Ease-of-use, low-code/no-code features - Generative AI capabilities for test creation - Testing across 200+ data platforms - Integration into your CI/CD DataOps pipeline - Acceleration of your data analysis - Ensurance of regulatory compliance Key Features: - Data Connection Wizard provides an easy way to link to your data stores - Visual Query Wizard builds table-to-table and column-to-column tests without writing SQL - Generative AI module automatically creates transformation tests in bulk - DevOps for Data provides a RESTful API with 110+ calls and Swagger documentation and integrates into CI/CD pipelines - Create Custom Tests and modularize functions with snippets, set thresholds, stage data, check data types & duplicate rows, full text search, and asset tagging - Schedule tests to run immediately, at a predetermined date & time, or after any event from a build/release, CI/CD, DevOps, or test management solution - Multi-project support in a single instance, new Global Admin user, assign users and agents, import and export projects, and user activity log reports - Webhooks provide real-time integrations with DevOps, CI/CD, test management, and alerting tools - Ready-for-Analytics provides seamless integration with QuerySurge and your BI tool or open-source Metabase to create custom reports and dashboards and gain deeper, real-time insights into your data validation and ETL testing workflows - Data Analytics Dashboards and Data Intelligence Reports track, analyze, and communicate data quality

[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=2026-08-02T10%3A26%3A37Z&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=54942&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&secure%5Btoken%5D=18251eb6372a3040fc362cd2e4bf018919102b348f40015152bcaed7720db0ee&secure%5Burl%5D=https%3A%2F%2Fwww.querysurge.com%2Fget-started%2Fprivate-demo%3Futm_source%3DG2%26utm_medium%3Dcpc%26utm_campaign%3DG2-reviews&secure%5Burl_type%5D=book_demo)

### [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:** 3,310

#### 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 appreciate the **ease of use** of BrowserStack, enabling effortless access to multiple devices for testing.
- Users value the **real device testing** feature of BrowserStack, enabling efficient testing across various platforms without extra hardware.
- Users appreciate the **wide coverage of real devices and browsers** provided by BrowserStack, ensuring high product quality.
- Users value the **extensive range of devices and browsers** that BrowserStack offers, significantly streamlining their testing processes.
- Users appreciate the **easy testing** capabilities of BrowserStack, enabling fast switching and efficient management across multiple platforms.

##### Cons

- Users experience **slow performance** with BrowserStack, leading to frustrating delays and inconsistent test results.
- Users experience **slow loading** times and lag during mobile testing, impacting the overall efficiency of their testing process.
- Users find BrowserStack **expensive** , suggesting the need for a more affordable pricing model for better accessibility.
- Users experience **testing difficulties** with BrowserStack, facing inconsistent results and performance issues across different test suites.
- Users experience **slow performance** during peak hours, affecting typing, scrolling, and debugging capabilities in BrowserStack.

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

**["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)

**["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)

#### 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

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

UiPath (NYSE: PATH) es un líder global en automatización agéntica, empoderando a las empresas para aprovechar todo el potencial de los agentes de IA para ejecutar y optimizar de manera autónoma procesos empresariales complejos. La Plataforma UiPath™ combina de manera única la agencia controlada, la flexibilidad del desarrollador y la integración sin fisuras para ayudar a las organizaciones a escalar la automatización agéntica de manera segura y confiada. Comprometido con la seguridad, la gobernanza y la interoperabilidad, UiPath apoya a las empresas mientras transitan hacia un futuro donde la automatización cumple con todo el potencial de la IA para transformar industrias. Para más información, visite www.uipath.com. Las pruebas agénticas son un enfoque impulsado por IA para la garantía de calidad del software que aprovecha agentes autónomos para generar, ejecutar y evolucionar pruebas a lo largo de todo el ciclo de vida de las pruebas. Al asociar agentes inteligentes con testers humanos, las pruebas agénticas aumentan dramáticamente la cobertura de pruebas, aceleran los ciclos de lanzamiento, mejoran la resiliencia del sistema y permiten pruebas continuas a escala empresarial. Empodera a los equipos para pasar de pruebas manuales y reactivas a una ingeniería de calidad proactiva y escalable, impulsando una innovación más rápida con mayor confianza.

**Average Rating:** 4.6/5.0

**Total Reviews:** 6,136

#### How Do G2 Users Rate UiPath Agentic Automation?

- **Fiabilidad:** 9.2/10 (Category avg: 8.7/10)
- **Detenimiento:** 9.2/10 (Category avg: 8.7/10)
- **Comentarios de prueba:** 9.2/10 (Category avg: 8.8/10)
- **¿Ha sido the product un buen socio para hacer negocios?:** 8.8/10 (Category avg: 9.2/10)

#### Who Is the Company Behind UiPath Agentic Automation?

- **Vendedor:** [UiPath](https://www.g2.com/es/sellers/uipath)
- **Sitio web de la empresa:** www.uipath.com
- **Año de fundación:** 2005
- **Ubicación de la sede:** New York
- **Twitter:** @UiPath  
108,104 seguidores en Twitter
- **Página de LinkedIn®:** [www.linkedin.com](https://www.g2.com/es/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 empleados en LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Desarrollador de RPA, Ingeniero de software
- **Top Industries:** Tecnología de la información y servicios, Software de Computadora
- **Company Size:** 51% Large, 29% Medium

#### What Do G2 Reviewers Say About UiPath Agentic Automation?

_AI-generated summary from verified user reviews_

##### Pros

- Los usuarios elogian la Automatización Agente de UiPath por su **integración avanzada de IA** , haciendo que la automatización de tareas complejas sea fluida y eficiente.
- Los usuarios destacan la **facilidad de uso** de UiPath Agentic Automation, facilitando una integración y flujo de trabajo más fluidos para los desarrolladores.
- Los usuarios valoran la **automatización adaptativa y fluida** de UiPath Agentic Automation, gestionando eficazmente tareas complejas con la integración de IA.
- Los usuarios elogian la **facilidad de automatización** de UiPath Agentic Automation, destacando sus capacidades avanzadas de IA y orquestación.
- Los usuarios valoran la **eficiencia** de la Automatización Agente de UiPath, reduciendo significativamente el tiempo y el esfuerzo en los procesos empresariales.

##### Cons

- Los usuarios encuentran que la Automatización Agente de UiPath es **costosa** , especialmente en comparación con otras herramientas de RPA, lo que afecta la accesibilidad.
- Los usuarios encuentran la **curva de aprendizaje empinada** , con desafíos en el entrenamiento de agentes y el conocimiento de programación para usuarios no técnicos.
- Los usuarios encuentran la **complejidad** de la Automatización Agente de UiPath abrumadora, especialmente al gestionar características avanzadas y procesos de configuración.
- Los usuarios sienten que el **precio es demasiado alto** para UiPath Agentic Automation, sugiriendo ajustes para una mejor accesibilidad.
- Los usuarios encuentran **confusos los problemas de licencias** , lo que complica la configuración inicial y aumenta la curva de aprendizaje.

#### What Are Recent G2 Reviews of UiPath Agentic Automation?

**["Ampliando las capacidades de RPA con IA Agente"](https://www.g2.com/es/survey_responses/uipath-agentic-automation-review-13049861)**

**Rating:** 4.5/5.0 stars

_— Muhammad A._

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

**["Automatización transformadora con toma de decisiones de IA"](https://www.g2.com/es/survey_responses/uipath-agentic-automation-review-12980416)**

**Rating:** 4.5/5.0 stars

_— Arti P._

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

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

- [¿Cuáles son los casos de uso más impactantes de la RPA de UiPath en la automatización de procesos empresariales repetitivos?](https://www.g2.com/es/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/es/discussions/what-is-robotic-process-automation-rpa-and-when-is-it-beneficial) - 1 comment
- [¿Qué proceso empresarial se puede automatizar con RPA?](https://www.g2.com/es/discussions/which-business-process-can-be-automated-with-rpa) - 2 comments
- [¿Qué es RPA en UiPath?](https://www.g2.com/es/discussions/what-is-rpa-in-uipath) - 2 comments
- [¿Es UiPath una herramienta de RPA?](https://www.g2.com/es/discussions/is-uipath-an-rpa-tool) - 2 comments

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

Keysight Eggplant es una plataforma líder de automatización de pruebas inteligentes que utiliza ML/IA para probar todo el recorrido del usuario, identificando y prediciendo cualquier defecto potencial en el camino. A diferencia de otras herramientas de prueba, Eggplant puede probar cualquier tecnología, plataforma o dispositivo, sin importar la complejidad. Debido a que Eggplant es no invasivo, no requiere acceso al código fuente, lo que lo convierte en la mejor solución para pruebas de caja negra en entornos seguros. Eggplant ofrece la cobertura que necesitas para optimizar la experiencia del usuario, acelerar los ciclos de lanzamiento y mejorar tu proceso de aseguramiento de calidad. Descubre una solución rápida, segura y fácil de usar que prueba cualquier software en cualquier plataforma o dispositivo.

**Average Rating:** 4.2/5.0

**Total Reviews:** 87

#### How Do G2 Users Rate Keysight Eggplant?

- **Fiabilidad:** 8.1/10 (Category avg: 8.7/10)
- **Detenimiento:** 8.2/10 (Category avg: 8.7/10)
- **Comentarios de prueba:** 8.4/10 (Category avg: 8.8/10)
- **¿Ha sido the product un buen socio para hacer negocios?:** 8.8/10 (Category avg: 9.2/10)

#### Who Is the Company Behind Keysight Eggplant?

- **Vendedor:** [Keysight Technologies](https://www.g2.com/es/sellers/keysight-technologies)
- **Año de fundación:** 2014
- **Ubicación de la sede:** Santa Rosa, California, United States
- **Twitter:** @Keysight  
13,585 seguidores en Twitter
- **Página de LinkedIn®:** [www.linkedin.com](https://www.g2.com/es/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 empleados en LinkedIn®
- **Propiedad:** NYSE: KEYS

#### Who Uses This Product?

- **Who Uses This:** Ingeniero de software, Ingeniero de Automatización de Pruebas
- **Top Industries:** Software de Computadora, Tecnología de la información y servicios
- **Company Size:** 44% Large, 35% Small

#### What Do G2 Reviewers Say About Keysight Eggplant?

_AI-generated summary from verified user reviews_

##### Pros

- Los usuarios encuentran la **facilidad de uso** de Eggplant impresionante, con una curva de aprendizaje baja y una interfaz intuitiva que mejora la automatización.
- Los usuarios valoran la **facilidad de automatización** en Keysight Eggplant, lo que permite la creación rápida y eficiente de scripts de prueba.
- Los usuarios valoran la **facilidad del soporte de automatización** con Eggplant, lo que facilita la rápida creación de scripts de prueba y una excelente asistencia del proveedor.
- Los usuarios encuentran **la automatización increíblemente fácil** con Keysight Eggplant, lo que permite una rápida creación de scripts y procesos de prueba simplificados.
- Los usuarios elogian el **soporte al cliente excepcional** proporcionado por Keysight Eggplant, mejorando su experiencia general de pruebas.

##### Cons

- Los usuarios enfrentan desafíos con la **compatibilidad del navegador** , lo que lleva a dificultades en las pruebas a través de varias plataformas y aplicaciones.
- Los usuarios enfrentan **problemas de compatibilidad del navegador** con Keysight Eggplant, afectando la efectividad de sus procesos de prueba.
- Los usuarios experimentan **problemas frecuentes de OCR** con Keysight Eggplant, causando que las pruebas fallen de manera intermitente durante la ejecución.
- Los usuarios enfrentan **desafíos de compatibilidad** con tecnologías o aplicaciones específicas al usar Keysight Eggplant, lo que afecta el rendimiento general.
- Los usuarios encuentran **la complejidad de Keysight Eggplant** desafiante, particularmente con los registros monocromáticos y los problemas de conversión de archivos.

#### What Are Recent G2 Reviews of Keysight Eggplant?

**["Un gran alivio para la comprensión del usuario."](https://www.g2.com/es/survey_responses/keysight-eggplant-review-9423642)**

**Rating:** 4.0/5.0 stars

_— BITTU K._

[Read full review](https://www.g2.com/es/survey_responses/keysight-eggplant-review-9423642)

**["La berenjena se puede usar para todo tipo de aplicación para automatización."](https://www.g2.com/es/survey_responses/keysight-eggplant-review-9470134)**

**Rating:** 5.0/5.0 stars

_— Shravan K._

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

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

- [¿Para qué se utiliza la plataforma Keysight Eggplant?](https://www.g2.com/es/discussions/what-is-keysight-eggplant-platform-used-for) - 1 comment
- [Is eggplant the same as aubergine?](https://www.g2.com/es/discussions/is-eggplant-the-same-as-aubergine)
- [¿Cuánto cuesta el software de berenjena?](https://www.g2.com/es/discussions/how-much-is-eggplant-software) - 1 comment
- [¿Qué es la inteligencia artificial de berenjena?](https://www.g2.com/es/discussions/what-is-eggplant-ai) - 1 comment, 1 upvote
- [¿Qué hace el software de berenjena?](https://www.g2.com/es/discussions/what-does-eggplant-software-do) - 1 comment, 1 upvote

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

Testsigma is a quality intelligence platform for AI-first engineering teams. AI made developers faster. More code ships, more surface area needs testing, and coverage gaps open faster than teams can close them. There is no authoritative answer to the one question that matters most before every release: are we safe to ship? Testsigma's AI-native testing platform finds what is not covered and gives QA and engineering leaders the release confidence before every deploy, with automation execution across web, mobile, API, and Salesforce. 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:** 132

#### 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)  
245 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, 41% Small

#### What Do G2 Reviewers Say About Testsigma?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Testsigma, allowing seamless integration and quick adaptation for team members.
- Users value the **ease of creating automation tests** without coding, making Testsigma accessible for everyone.
- Users praise the **excellent customer support** provided by Testsigma, enhancing the overall user experience significantly.
- Users value the **excellent automation support** from Testsigma, facilitating smooth transitions to automated testing with ease.
- Users benefit from **time-saving features** of Testsigma, enabling quicker script development and easier application handling.

##### Cons

- Users experience **slow performance** during larger test executions, causing longer wait times for results across multiple browsers.
- Users face **testing difficulties** with complex API testing, slow execution times, and issues in exporting tests across projects.
- Users face **testing issues** due to frequent errors with mobiledriver, impacting the overall testing experience.
- Users find **complexity in automation** and customization hurdles, requiring extra support for advanced scenarios with TestSigma.
- Users note an **insufficient training** experience due to the initial learning curve and complex advanced features.

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

**["Testsigma: Efficient and Scalable Test Automation for Agile Teams"](https://www.g2.com/survey_responses/testsigma-review-13031782)**

**Rating:** 5.0/5.0 stars

_— nathalia b._

[Read full review](https://www.g2.com/survey_responses/testsigma-review-13031782)

**["Testsigma Makes Test Creation and Execution Fast Across Web, Mobile, and APIs"](https://www.g2.com/survey_responses/testsigma-review-13128542)**

**Rating:** 5.0/5.0 stars

_— Rajesh W._

[Read full review](https://www.g2.com/survey_responses/testsigma-review-13128542)

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

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

### [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:** 214

#### 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)  
349 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, 29% Medium

#### What Do G2 Reviewers Say About Katalon?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **user-friendly interface** of Katalon True Platform, simplifying test creation and execution effectively.
- Users value Katalon True Platform's **low code automation** , enabling accessible and efficient test creation for all skill levels.
- Users value the **comprehensive automation support** of Katalon True Platform, simplifying testing across various applications effectively.
- Users find **implementation easy** with Katalon, enabling quick test automation even for non-technical QA staff.
- Users value the **time-saving** capabilities of Katalon True Platform, significantly reducing maintenance and setup efforts.

##### Cons

- Users experience **slow performance** with Katalon, facing freezing and lag issues during extensive testing processes.
- Users find Katalon True Platform to be **expensive** , especially for freelancers with limited budgets and features locked behind paywalls.
- Users experience **system delays** with Katalon True Platform, particularly during large test executions, affecting performance and efficiency.
- Users often experience **bug issues** with Katalon True Platform, including crashes, glitches, and disappearing project features.
- Users find the **learning curve steep** , with challenges in training and managing variables during use.

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

**["Easy, Reliable Testing with Katalon’s All-in-One, Codeless Setup"](https://www.g2.com/survey_responses/katalon-review-12616009)**

**Rating:** 5.0/5.0 stars

_— Shubham K._

[Read full review](https://www.g2.com/survey_responses/katalon-review-12616009)

**["Unified Automation Platform with Intuitive UI and Seamless CI/CD Integration"](https://www.g2.com/survey_responses/katalon-review-13044590)**

**Rating:** 5.0/5.0 stars

_— Gajakumar A._

[Read full review](https://www.g2.com/survey_responses/katalon-review-13044590)

#### 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

### [QA Wolf](https://www.g2.com/it/products/qa-wolf/reviews)

QA Wolf è il percorso più veloce per una copertura di test end-to-end deterministica per app web e mobili. In un'unica piattaforma, i team possono gestire l'intero ciclo di vita dei test: mappare i tuoi flussi di lavoro e le lacune di copertura, automatizzare i tuoi test in Playwright o Appium e eseguire la tua suite completamente in parallelo. - Costruisci e mantieni i test E2E 10 volte più velocemente rispetto ai CLI agentici. - Esegui i test 12 volte più velocemente rispetto agli agenti di uso del computer non deterministici. - Rilascia 5 volte più spesso con test più veloci. Vuoi che tutti i tuoi test siano eseguiti per te? La Copertura come Servizio di QA Wolf offre una copertura di test superiore all'80% in 4 mesi con indagine sui fallimenti entro 24 ore, manutenzione dei test e garanzia di zero errori.

**Average Rating:** 4.8/5.0

**Total Reviews:** 190

#### How Do G2 Users Rate QA Wolf?

- **Affidabilità:** 9.4/10 (Category avg: 8.7/10)
- **Completezza:** 9.4/10 (Category avg: 8.7/10)
- **Feedback del test:** 9.4/10 (Category avg: 8.8/10)
- **Ritiene che the product sia stato un valido partner commerciale?:** 9.8/10 (Category avg: 9.2/10)

#### Who Is the Company Behind QA Wolf?

- **Venditore:** [QA Wolf](https://www.g2.com/it/sellers/qa-wolf)
- **Sito web dell'azienda:** www.qawolf.com
- **Anno di Fondazione:** 2019
- **Sede centrale:** Seattle, US
- **Twitter:** @QAWolfHQ  
864 follower su Twitter
- **Pagina LinkedIn®:** [www.linkedin.com](https://www.g2.com/it/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=78b04c3d3f75918165877333692351fd34edf99fd1ed65e7dc3ce0fb11fc4239&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fqa-wolf&secure%5Burl_type%5D=linkedin_company_website)  
247 dipendenti su LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Engineering Manager, Product Manager
- **Top Industries:** Software per computer, Marketing e pubblicità
- **Company Size:** 56% Medium, 43% Small

#### What Do G2 Reviewers Say About QA Wolf?

_AI-generated summary from verified user reviews_

##### Pros

- Gli utenti apprezzano il **supporto eccezionale e l'affidabilità** di QA Wolf, che consente una spedizione più rapida con fiducia nella copertura dei test.
- Gli utenti apprezzano molto il **supporto clienti reattivo** di QA Wolf, apprezzando risposte rapide e assistenza proattiva.
- Gli utenti apprezzano le **capacità di automazione** di QA Wolf, che migliorano l'efficienza dei test e la qualità del rilascio del prodotto.
- Gli utenti apprezzano l' **efficienza che fa risparmiare tempo** di QA Wolf, raggiungendo una copertura dei test del 99% con uno sforzo continuo minimo.
- Gli utenti apprezzano la **facilità d'uso** di QA Wolf, elogiando la sua interfaccia intuitiva e i processi di test semplificati.

##### Cons

- Gli utenti trovano QA Wolf **costoso** , in particolare per i team in crescita che necessitano di maggiore flessibilità nel loro budget.
- Gli utenti trovano le **questioni di prezzo** impegnative, soprattutto quando la copertura dei test cresce oltre i limiti del budget.
- Gli utenti trovano **frustrante la lentezza delle prestazioni** di QA Wolf, specialmente con i lunghi tempi di esecuzione dei test che influenzano l'efficienza.
- Gli utenti sperimentano **test lenti** con QA Wolf, notando ritardi negli aggiornamenti e nei tempi di esecuzione dei test.
- Gli utenti sperimentano **difficoltà nei test** come aggiornamenti più lenti della copertura dei test e tempi di esecuzione dei test poco ottimizzati.

#### What Are Recent G2 Reviews of QA Wolf?

**["Rapporti dettagliati sui bug e supporto rapido e proattivo da QA Wolf"](https://www.g2.com/it/survey_responses/qa-wolf-review-13126518)**

**Rating:** 4.5/5.0 stars

_— Richard L._

[Read full review](https://www.g2.com/it/survey_responses/qa-wolf-review-13126518)

**["QA Wolf: Interfaccia semplice, ampia copertura dell'automazione e supporto eccezionalmente reattivo"](https://www.g2.com/it/survey_responses/qa-wolf-review-13037084)**

**Rating:** 5.0/5.0 stars

_— Maria M._

[Read full review](https://www.g2.com/it/survey_responses/qa-wolf-review-13037084)

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

ACCELQ ofrece automatización y gestión de pruebas sin código impulsadas por IA, construidas en una plataforma nativa de la nube. ACCELQ proporciona una plataforma unificada para aplicaciones web, móviles, API, bases de datos y aplicaciones empaquetadas. Las capacidades sin código, orientadas a la automatización, lo hacen fácil de usar para equipos de prueba sin una profunda experiencia en programación. ACCELQ permite a las empresas lograr una productividad 7.5 veces mayor y más del 72% de ahorro con su plataforma de automatización basada en la autonomía, la primera en la industria. ACCELQ fue nombrado líder en The Forrester Wave™: Continuous Automation Testing Platforms, Q4 2022.

**Average Rating:** 4.8/5.0

**Total Reviews:** 113

#### How Do G2 Users Rate ACCELQ?

- **Fiabilidad:** 9.4/10 (Category avg: 8.7/10)
- **Detenimiento:** 9.3/10 (Category avg: 8.7/10)
- **Comentarios de prueba:** 9.3/10 (Category avg: 8.8/10)
- **¿Ha sido the product un buen socio para hacer negocios?:** 9.4/10 (Category avg: 9.2/10)

#### Who Is the Company Behind ACCELQ?

- **Vendedor:** [ACCELQ](https://www.g2.com/es/sellers/accelq)
- **Sitio web de la empresa:** www.accelq.com
- **Año de fundación:** 2014
- **Ubicación de la sede:** Dallas, US
- **Twitter:** @accelq  
1,677 seguidores en Twitter
- **Página de LinkedIn®:** [www.linkedin.com](https://www.g2.com/es/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 empleados en LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Tecnología de la información y servicios, Software de Computadora
- **Company Size:** 39% Medium, 35% Large

#### What Do G2 Reviewers Say About ACCELQ?

_AI-generated summary from verified user reviews_

##### Pros

- Los usuarios aprecian la **facilidad de uso** de ACCELQ, lo que permite una automatización rápida y sencilla sin necesidad de conocimientos técnicos profundos.
- Los usuarios valoran la **automatización sin código** con ACCELQ, lo que permite realizar pruebas de extremo a extremo de manera fácil y rápida sin necesidad de experiencia.
- Los usuarios valoran la **automatización sin código** de ACCELQ, lo que permite una colaboración fácil y pruebas efectivas para todos los miembros del equipo.
- Los usuarios aprecian las **funciones que ahorran tiempo** de ACCELQ, lo que permite pruebas de backend eficientes y una detección de errores más rápida.
- Los usuarios elogian a ACCELQ por su **facilidad de automatización** , disfrutando de una interfaz fácil de usar que simplifica las pruebas sin necesidad de codificación.

##### Cons

- Los usuarios encuentran la **curva de aprendizaje empinada** para ACCELQ, lo que dificulta el dominio rápido y el uso eficiente de sus características.
- Los usuarios tienen dificultades con **problemas de integración** ya que la IA generativa no está completamente implementada en la versión de ACCELQ utilizada.
- Los usuarios mencionan **informes deficientes** , señalando que el panel se congestiona al manejar muchos casos de prueba y escenarios.
- Los usuarios encuentran **difícil la curva de aprendizaje** de ACCELQ, especialmente al comprender la lógica de las pruebas y las configuraciones inicialmente.
- Los usuarios sienten que las **funcionalidades faltantes** en ACCELQ obstaculizan la productividad y limitan la gestión efectiva de pruebas y la elaboración de informes.

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

**["ACCELQ hace que la automatización sea práctica, más rápida y más fácil para todo el equipo."](https://www.g2.com/es/survey_responses/accelq-review-13134282)**

**Rating:** 5.0/5.0 stars

_— Rohit Kumar M._

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

**["Automatización de UI sin localizadores con ejecución fluida y soporte excepcional"](https://www.g2.com/es/survey_responses/accelq-review-13157858)**

**Rating:** 5.0/5.0 stars

_— Tejaswi T._

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

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

- [What is testim tool?](https://www.g2.com/es/discussions/accelq-what-is-testim-tool)
- [What is Acclq?](https://www.g2.com/es/discussions/what-is-acclq)
- [¿Es Accelq de código abierto?](https://www.g2.com/es/discussions/is-accelq-open-source) - 1 comment
- [¿Qué es la herramienta Accelq?](https://www.g2.com/es/discussions/what-is-accelq-tool) - 1 comment

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

Cyara is a customer experience (CX) assurance platform designed to help organizations optimize their customer interactions across every communication channel. As a leader in AI-powered CX assurance, Cyara provides a unified platform that enables continuous testing and monitoring of voice, digital, messaging, and conversational AI channels. This comprehensive approach allows businesses to ensure that every touchpoint in the customer journey functions flawlessly, ultimately enhancing the overall customer experience. Targeted primarily at enterprises and organizations that prioritize customer satisfaction, Cyara serves a diverse range of industries, including telecommunications, finance, retail, and healthcare. The platform is particularly beneficial for teams involved in software development, quality assurance, and customer service, as it supports the entire software development lifecycle. By focusing on the customer’s perspective, Cyara helps identify and resolve issues that may impact the customer experience, ensuring that businesses can deliver secure and high-quality interactions at scale. One of the key features of the Cyara platform is its ability to handle a comprehensive range of CX development and assurance needs. From the initial design phase to functional and regression testing, user acceptance testing, load testing, and production monitoring, Cyara provides a collaborative environment where team members can share and reuse scripts and data. This streamlined approach not only enhances efficiency but also fosters teamwork, enabling organizations to work more effectively toward common goals. Cyara's automation capabilities significantly enhance productivity by allowing users to automatically discover existing customer experiences and generate test scripts with minimal manual intervention. The platform employs Robotic Process Automation (RPA) to simulate real-world customer interactions, generating thousands of automated tests that replicate actual customer contact. This level of automation not only saves time but also ensures thorough testing across a wide range of digital and voice channels, including IVR, chat, and conversational AI. Moreover, Cyara is designed to support Agile and DevOps practices, enabling organizations to accelerate development cycles while improving quality. By facilitating the generation of test cases from the design phase, the platform encourages a shift-left approach, allowing teams to identify potential issues earlier in the development process. With visualization tools and capabilities tailored for different teams, Cyara enhances collaboration and ensures that all stakeholders are aligned in their efforts to deliver an exceptional customer experience.

**Average Rating:** 4.7/5.0

**Total Reviews:** 40

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

- **Reliability:** 9.3/10 (Category avg: 8.7/10)
- **Thoroughness:** 9.4/10 (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?:** 9.7/10 (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:** Insurance, Financial Services
- **Company Size:** 65% Large, 23% Small

#### What Do G2 Reviewers Say About Cyara Platform?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **automation capabilities** of Cyara Platform, significantly enhancing testing efficiency and reducing bugs in production.
- Users appreciate the **excellent customer support** of the Cyara Platform, ensuring smooth issue resolution during testing.
- Users praise the **ease of use** of Cyara Platform, highlighting its intuitive tools and simple scripting capabilities.
- Users find Cyara Platform **extremely helpful** for testing NLP models, enhancing efficiency and automation in their processes.
- Users appreciate the **time-saving automation** of Cyara Platform, significantly reducing manual efforts and enhancing testing efficiency.

##### Cons

- Users note a **high learning curve** for new team members, making initial setup and usage challenging.
- Users face a steep **learning curve** , making it challenging for new team members to adapt quickly to Cyara.
- Users experience a **poor UI** that can be slow, particularly when uploading large datasets, complicating usability.
- Users find the **slow loading** of the Cyara Platform frustrating, especially when uploading large datasets for training.
- Users experience **slow performance** when uploading large datasets, impacting efficiency and usability of the Cyara Platform.

#### What Are Recent G2 Reviews of Cyara Platform?

**["Very good tool for CX automation and IVR testing"](https://www.g2.com/survey_responses/cyara-platform-review-12230122)**

**Rating:** 4.0/5.0 stars

_— Gaurav R._

[Read full review](https://www.g2.com/survey_responses/cyara-platform-review-12230122)

**["Proactive, Automated CX Assurance Across Voice, Digital, and AI Channels"](https://www.g2.com/survey_responses/cyara-platform-review-12757380)**

**Rating:** 5.0/5.0 stars

_— Pablo C._

[Read full review](https://www.g2.com/survey_responses/cyara-platform-review-12757380)

#### 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)

### [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:** 301

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

- **Has the product been a good partner in doing business?:** 9.3/10 (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:** 43% Large, 37% Medium

#### What Do G2 Reviewers Say About Harness Platform?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Harness Platform, making implementation and configuration seamless and efficient.
- Users value the **ease of use and flexibility** in targeting features within the Harness Platform.
- Users appreciate the **user-friendly interface** of Harness Platform for easily managing and deploying feature flags.
- Users find the **easy setup** of Harness Platform quick and efficient, leading to immediate cost savings and satisfaction.
- Users value the **easy integrations** with SSO and tools that streamline software delivery on the Harness Platform.

##### Cons

- Users note a **lack of multiple filters** in Harness Platform, limiting flexibility for advanced customization and usability.
- Users face **limitations in configuration management** , including issues with renaming and deleting toggles that complicate usability.
- Users note a **lack of multiple filters** and missing features in the Harness Platform, limiting its overall usability.
- Users find the **steep learning curve** challenging, particularly due to complicated settings and insufficient documentation.
- Users find the **UI complex and clunky** , which can complicate the overall user experience with the platform.

#### What Are Recent G2 Reviews of Harness Platform?

**["Harness - World of automation"](https://www.g2.com/survey_responses/harness-platform-review-11792426)**

**Rating:** 4.5/5.0 stars

_— Sunil A._

[Read full review](https://www.g2.com/survey_responses/harness-platform-review-11792426)

**["End-to-End DevOps Automation with Powerful, Flexible CI/CD Pipelines"](https://www.g2.com/survey_responses/harness-platform-review-13164505)**

**Rating:** 4.5/5.0 stars

_— Ravindra N._

[Read full review](https://www.g2.com/survey_responses/harness-platform-review-13164505)

#### 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

### [Testlio](https://www.g2.com/products/testlio/reviews)

Testlio’s AI-driven, fully managed crowdsourced testing platform integrates expert, on-demand testers directly into your release process. Ship faster and more confidently everywhere it matters. In any location. On any device. With any payment method. In any language. Powered by LeoAI Engine™, our proprietary intelligence layer, Testlio’s platform combines human expertise with machine intelligence to orchestrate testing, accelerate tester matching (LeoMatch™), streamline test execution, and deliver predictive insights across engagements. The result is faster releases, smarter testing, and consistently exceptional user experiences at a global scale. We’re a fully remote, distributed-by-design company with team members working from over 40 countries. Our freelance testing community is just as global, with vetted experts across 150+ countries, speaking 100+ languages. Each tester is carefully matched to your product, domain, and tech stack through LeoMatch™, ensuring you get the right fit every time. We support more than 20 testing capabilities, including payments, localization, accessibility, and AI. With access to 600k+ devices and 800+ payment methods, we test in-region, in-language, and in context. That’s why leading companies like Amazon, Microsoft, Netflix, NBA, Paramount, PayPal, and Uber rely on Testlio to deliver seamless experiences at scale, collectively serving billions of users. To learn more, visit testlio.com.

**Average Rating:** 4.7/5.0

**Total Reviews:** 76

#### How Do G2 Users Rate Testlio?

- **Reliability:** 10.0/10 (Category avg: 8.7/10)
- **Thoroughness:** 10.0/10 (Category avg: 8.7/10)
- **Test Feedback:** 10.0/10 (Category avg: 8.8/10)
- **Has the product been a good partner in doing business?:** 9.8/10 (Category avg: 9.2/10)

#### Who Is the Company Behind Testlio?

- **Seller:** [Testlio Inc.](https://www.g2.com/sellers/testlio-inc)
- **Company Website:** www.testlio.com
- **Year Founded:** 2012
- **HQ Location:** San Francisco, CA
- **Twitter:** @testlio  
2,545 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5fc8150d07785b081c1887731b144bf1b77024d0dbaec6096260dbe76391ed99&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ftestlio%2F&secure%5Burl_type%5D=linkedin_company_website)  
891 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Product Manager
- **Top Industries:** Computer Software, Financial Services
- **Company Size:** 39% Medium, 39% Small

#### What Do G2 Reviewers Say About Testlio?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **automation expertise** of Testlio, appreciating their reliability and adaptability in evolving testing needs.
- Users find Testlio's **reliable automation experts** and comprehensive QA training essential for skill enhancement and project adaptation.
- Users appreciate the **seamless automation** that adapts effortlessly to evolving testing needs, ensuring reliability and exceptional standards.
- Users commend the **reliable automation support** from Testlio, highlighting their adaptability to evolving testing needs.
- Users highlight the **reliability and adaptability** of Testlio's team, successfully meeting evolving testing needs with exceptional standards.

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

**["Testlio: A Source for Top-Notch Testers"](https://www.g2.com/survey_responses/testlio-review-8770435)**

**Rating:** 5.0/5.0 stars

_— Verified User in Media Production_

[Read full review](https://www.g2.com/survey_responses/testlio-review-8770435)

**["Excellent testing partner with global reach and strong collaboration"](https://www.g2.com/survey_responses/testlio-review-7909725)**

**Rating:** 5.0/5.0 stars

_— Jitka H._

[Read full review](https://www.g2.com/survey_responses/testlio-review-7909725)

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

- [Why Testlio?](https://www.g2.com/discussions/why-testlio)
- [How can I join Testlio?](https://www.g2.com/discussions/how-can-i-join-testlio) - 1 comment
- [Where is Testlio based?](https://www.g2.com/discussions/where-is-testlio-based) - 1 comment
- [Is Testlio real?](https://www.g2.com/discussions/is-testlio-real) - 2 comments

### [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:** 533

#### 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 find Panaya Smart Testing and Change Intelligence to be quite **user-friendly** , facilitating easy navigation and organization.
- Users value the **efficient testing capabilities** of Panaya, significantly streamlining their testing processes during complex migrations.
- Users value the **time-saving capabilities** of Panaya Smart Testing, enhancing efficiency in testing and migration processes.
- Users value the **automation features** of Panaya Smart Testing, enhancing efficiency and simplifying user training processes.
- Users appreciate the **responsive support** and intuitive platform of Panaya Smart Testing and Change Intelligence for effective collaboration.

##### Cons

- Users face **testing difficulties** with data management, unable to delete tests or unused fields, complicating the process.
- Users find the **learning curve steep** , requiring time and documentation to navigate effectively before full utilization.
- Users report **slow performance** in Panaya, particularly in Citrix and when recording videos, limiting efficiency.
- Users note some **missing features** , like improved recording options and easier evidence access, hindering efficiency in testing.
- Users report **recording issues** with Panaya Smart Testing, facing delays and errors in functionality that disrupt the experience.

#### 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

### [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:** 51

#### 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:** 54% Medium, 28% Small

#### What Do G2 Reviewers Say About Tricentis Testim?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **easy and fast automation** capabilities of Tricentis Testim, which significantly saves time and effort.
- Users benefit from the **fast and easy end-to-end automation** of Tricentis Testim, significantly saving time in testing processes.
- Users find the **ease of use** of Tricentis Testim impressive, enabling quick automation and efficient test management.
- Users value the **parallel testing capabilities** of Tricentis Testim, enabling quick and efficient automation processes.
- Users love the **fast and easy automation** in Tricentis Testim, significantly saving time on testing processes.

##### Cons

- Users find Tricentis Testim **expensive** , alongside challenges with UI complexity and test reliability.
- Users find the **inconsistent functionality** of Tricentis Testim frustrating, especially with flaky tests and complex UI challenges.

#### What Are Recent G2 Reviews of Tricentis Testim?

**["AI-Powered Self-Healing Tests That Keep Up With Constant UI Changes"](https://www.g2.com/survey_responses/tricentis-testim-review-13079170)**

**Rating:** 4.5/5.0 stars

_— Rachit y._

[Read full review](https://www.g2.com/survey_responses/tricentis-testim-review-13079170)

**["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)

### [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)
- **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)  
266 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 find Leapwork to be **easy to use** , enjoying its straightforward interface and effective support for automation.
- Users appreciate the **ease of use** of Leapwork, facilitating straightforward automation and seamless integration into workflows.
- Users value the **world-class customer support** from Leapwork, which enhances their automation experience and partnership.
- Users highly value the **excellent automation support** from Leapwork, enhancing their testing processes and efficiency.
- Users value the **intuitive user interface** of Leapwork, facilitating easy understanding and maintenance of solutions.

##### Cons

- Users note that Leapwork can be **expensive** , especially for scaling and maintaining automation processes effectively.
- Users note a lack of **missing features** such as advanced variable management and improved reporting customization in Leapwork.
- Users express concerns about **cloud limitations** , highlighting difficulties with automation scalability and tool retention once adopted.
- Users feel the **limited customization** options hinder complex automation needs and frustrate those familiar with coded frameworks.
- Users experience **recording issues** with Leapwork, affecting screen resolution and management of complex automated tests.

#### 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

### [Qase](https://www.g2.com/products/qase/reviews)

Qase is a test management platform for QA and development teams responsible for quality. It brings CI results, automated test runs, and manual test cases into one system of record, so you can tell whether a release is ready from the data, not from a Slack thread or a judgment call. As a product grows, test results spread out. They sit across CI pipelines, spreadsheets, and issue trackers, with no single view tying them together. Requirements lose their link to test outcomes, so when something breaks in production it's hard to reconstruct what was tested. That's a tooling problem, not a team problem, and it's what Qase is built to fix. What you get: - A unified results view: Automated and manual results from CI/CD, test frameworks, and manual runs in one place, with requirements linked to test cases so coverage gaps are visible. - Release readiness reporting: Pass rates, coverage gaps, and open blockers in a shared dashboard, so the go/no-go call comes from one view instead of informal consensus. - Automation that keeps pace: Qase connects to Playwright, Cypress, and Selenium, and uses AI to convert manual test cases into automated scripts. You review what it drafts before anything runs. - Core test management: Test cases, test plans, test runs, defect management, a rich REST API, and webhooks to trigger builds in your CI. - MCP Server: The AI tools in your development stack can connect to Qase and work with your test data, cases, runs, coverage, and defects, as part of how your team already builds. - 35+ bidirectional integrations with the tools you already use, including Jira and Slack. Create an issue without leaving the app; get notified in Slack when a run starts. Qase also offers an MCP server, so AI assistants and coding agents can read and write your test data directly. Qase fits teams with a dedicated QA function and teams where developers write and own tests alongside their code. Both are valid ways in. Organizations use it to make quality visible and ship with more confidence.

**Average Rating:** 4.7/5.0

**Total Reviews:** 305

#### How Do G2 Users Rate Qase?

- **Reliability:** 9.2/10 (Category avg: 8.7/10)
- **Thoroughness:** 8.8/10 (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?:** 9.2/10 (Category avg: 9.2/10)

#### Who Is the Company Behind Qase?

- **Seller:** [Qase Inc](https://www.g2.com/sellers/qase-inc)
- **Company Website:** qase.io
- **Year Founded:** 2018
- **HQ Location:** San Francisco, California
- **Twitter:** @qase\_io  
364 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=db5cab605af429d5ed2865b44e5f8e0d873b32c4a19ab94c897564d104339a05&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fqaseio%2Fabout&secure%5Burl_type%5D=linkedin_company_website)  
64 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** QA Engineer, QA Lead
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 57% Small, 33% Medium

#### What Do G2 Reviewers Say About Qase?

_AI-generated summary from verified user reviews_

##### Pros

- Users highlight the **ease of use** of Qase, making test management intuitive and efficient for teams.
- Users commend the **excellent and responsive customer support** , noting quick issue resolution and helpful guidance.
- Users appreciate the **exceptional customer support** of Qase, highlighting quick responses and effective issue resolution.
- Users value the **seamless integrations** with tools like Jira, enhancing their test management and QA workflows immensely.
- Users appreciate the **conditional test cases** in Qase, simplifying the management of similar test scenarios efficiently.

##### Cons

- Users feel that Qase has **limited customization options** , hindering their ability to tailor the tool to their needs.
- Users find **testing difficulties** with Qase, particularly with CSV imports and tedious deletion processes for test cases.
- Users face **integration issues** , particularly with GitLab, hindering customization and functionality in Qase.
- Users note a **lack of advanced features** in Qase, limiting its effectiveness compared to more established competitors.
- Users note the **limited features** of Qase, expressing a desire for more advanced testing options and functionality.

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

**["A practical test management tool that grows with you"](https://www.g2.com/survey_responses/qase-review-12821145)**

**Rating:** 4.0/5.0 stars

_— khushbu K._

[Read full review](https://www.g2.com/survey_responses/qase-review-12821145)

**["Intuitive, great integrations and test case management"](https://www.g2.com/survey_responses/qase-review-13062988)**

**Rating:** 4.5/5.0 stars

_— Agustin P._

[Read full review](https://www.g2.com/survey_responses/qase-review-13062988)

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

- [What is Qase used for?](https://www.g2.com/discussions/what-is-qase-used-for) - 1 comment
- [What are test case management tools?](https://www.g2.com/discussions/what-are-test-case-management-tools)
- [What kind of functionality is provided by a test management tool in the area of reporting?](https://www.g2.com/discussions/what-kind-of-functionality-is-provided-by-a-test-management-tool-in-the-area-of-reporting)
- [What are the best test management tools?](https://www.g2.com/discussions/what-are-the-best-test-management-tools)
- [What is Qase?](https://www.g2.com/discussions/what-is-qase) - 2 comments

### [ContextQA](https://www.g2.com/products/contextqa/reviews)

ContextQA is a context-aware, AI-powered test automation platform that helps engineering and QA teams ship faster without compromising quality. Built on an agentic AI engine, it understands how code fits together identifying what changed, what matters, and what needs testing so teams can put QA on autopilot. Key features include: - Agentic AI Testing: Autonomous AI agents continuously monitor every build, catching bugs the moment they appear across web, mobile, and API environments. - AI Auto-Healing Tests: Tests automatically repair themselves as code evolves, eliminating repetitive maintenance and flaky test cycles. - Root Cause & Impact Analysis: Pinpoints exactly why a test broke, reducing time spent chasing false failures. - AI Prompt Engineering: Teams can describe tests in plain language and have them generated instantly no scripting required. - CodiTOS: Converts code to tests in seconds. - Continuous Testing (CI/CD): Integrates natively with Jenkins, GitHub Actions, GitLab, and other pipeline tools. - Comprehensive Coverage: Web, mobile (iOS & Android), API (REST & GraphQL), Salesforce, ERP/SAP, visual regression, performance, database, and email testing all on one platform. - AI Insights & Analytics: Delivers clear metrics on coverage, stability, and release readiness. - AI Data Validation & Management: Ensures accurate, consistent test data at scale. - Security: Dynamic Application Security Testing (DAST) built in. - Enterprise-Ready: On-prem and private cloud (VPC) deployment options with SOC 2, ISO 27001, and GDPR compliance. No vendor lock-in export your code anytime. - Unlimited Parallel Execution: Scale testing without scaling infrastructure or headcount.

**Average Rating:** 4.8/5.0

**Total Reviews:** 132

#### How Do G2 Users Rate ContextQA?

- **Reliability:** 9.5/10 (Category avg: 8.7/10)
- **Thoroughness:** 9.5/10 (Category avg: 8.7/10)
- **Test Feedback:** 9.5/10 (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 ContextQA?

- **Seller:** [ContextQA](https://www.g2.com/sellers/contextqa)
- **Year Founded:** 2022
- **HQ Location:** Austin, Texas
- **Twitter:** @ContextQa  
95 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5bc81c760a66a66cd4359f62cb1dcfab41f743b171491b1a19fcab890fd798e1&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcontextqa%2F&secure%5Burl_type%5D=linkedin_company_website)  
50 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 67% Small, 32% Medium

#### What Do G2 Reviewers Say About ContextQA?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **automation capabilities** of ContextQA, significantly enhancing testing efficiency and reducing time in release cycles.
- Users appreciate the **ease of use** of ContextQA, simplifying test management with its intuitive no-code approach.
- Users appreciate the **time-saving benefits** of ContextQA, dramatically reducing manual work and enhancing productivity.
- Users appreciate the **easy integrations** with tools like JIRA and Jenkins, enhancing workflow efficiency and productivity.
- Users value the **no-code automation support** of ContextQA, significantly streamlining operations and saving time in release cycles.

##### Cons

- Users experience an **initial learning curve** that requires time to adapt to the platform's comprehensive features.
- Users find the **complexity of setup and handling large datasets** challenging, requiring additional time and understanding.
- Users report a **difficult learning** experience with ContextQA, requiring time to grasp its advanced capabilities and features.
- Users desire **broader browser compatibility** for running tests, particularly with Safari and Firefox, beyond just Chrome.
- Users find the **difficult setup** process challenging, particularly for newcomers trying to integrate the system.

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

**["AI-Powered Bug Discovery Without Lifting a Finger"](https://www.g2.com/survey_responses/contextqa-review-11206199)**

**Rating:** 5.0/5.0 stars

_— Khushi B._

[Read full review](https://www.g2.com/survey_responses/contextqa-review-11206199)

**["AI testing that actually keeps up with how fast we ship"](https://www.g2.com/survey_responses/contextqa-review-12671138)**

**Rating:** 5.0/5.0 stars

_— Deepanshi J._

[Read full review](https://www.g2.com/survey_responses/contextqa-review-12671138)

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[Browse Automation Testing Themes](/categories/automation-testing-tools/themes)

 ![Adam Crivello](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Adam Crivello")
AC

Researched and written by [Adam Crivello](https://research.g2.com/insights/author/adam-crivello)

Updated March 3, 2025

Automation testing tools control the execution of software tests. It simplifies the testing process for software engineers by using the minimum set of scripts, saving their teams time and money. These tools, typically utilized by large enterprises, allow teams to run pre-scripted tests on their applications before they are pushed into production. After running trials, these tools can report the outcomes and compare results to previous tests. The [best automation testing tools](https://learn.g2.com/best-automation-testing-software) can run tests repeatedly and at any point throughout the day. This function is critical to continuous delivery and continuous testing.

To qualify for inclusion in the Automation Testing category, a product must:

- Execute software tests
- Run outcome reports
- Compare outcomes to previous tests
- Carry out tests multiple times a day

Top Tools at a Glance

| 

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Cross-device automation testing without physical device labs

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User Review

"eliable Platform for Mobile and Web Testing Across Real Devices"

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| 

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AI-driven regression testing with agentic orchestration

 | 

User Review

"Extending RPA Capabilities with Agentic AI"

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| 

 | 

Image and OCR-based cross-platform UI automation

 | 

User Review

"A big relief for user understanding."

 |
| 

 | 

No-code regression automation with AI self-healing

 | 

User Review

"Testsigma: Efficient and Scalable Test Automation for Agile Teams"

 |
| 

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Cross-platform regression automation with low-code scripting

 | 

User Review

"Unified Automation Platform with Intuitive UI and Seamless CI/CD Integration"

 |
| 

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Fully-managed E2E regression suite ownership

 | 

User Review

"Detailed Bug Reports and Fast, Proactive Support from QA Wolf"

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| 

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Codeless end-to-end test automation with self-healing

 | 

User Review

"ACCELQ Makes Automation Practical, Faster, and Easier for the Whole Team"

 |
| 

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Omnichannel IVR and AI chatbot regression testing

 | 

User Review

"Very good tool for CX automation and IVR testing"

 |
| 

 | 

CI/CD pipeline testing with automated rollback

 | 

User Review

"Harness - World of automation"

 |
| 

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Hybrid QA coverage with on-demand automation

 | 

User Review

"Testlio: A Source for Top-Notch Testers"

 |

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Show More

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## How Do You Choose the Right Automation Testing Tools?

### What You Should Know About Automation Testing Tools

### What are Automation Testing Tools?

Automation testing tools, also known as test automation software, allow development teams to run prescripted tests on their applications before they are pushed into production. These tools give developers the means to set standard test parameters and automate their execution. While the setup for these standard testing frameworks requires initial effort, they are then run quickly, repeatedly, and automatically to the benefit of developer workloads over time, reducing the need for manual testing. 

While the core concept that defines automation testing software is relatively straightforward, there exists a wide variety of tools based on the types of tests they handle. This includes, but is not limited to, user interface (UI) testing, desktop testing, and different types of performance testing. These tools can be run across programming languages and operating systems, including Python, Java, JavaScript, Windows, and more. 

#### What Types of Automation Testing Tools Exist?

There is a wide variety of automation testing tools on the market. These tools help test for a range of issues across several different use cases. These tests include: 

**Desktop testing**

Desktop testing tests the functionality, security, usability, and stability of an application after it is deployed. This includes desktop application testing tools such as Katalon Studios. 

**User interface (UI) testing**

UI testing tests the aspects that a user will come into contact with. This type of testing often focuses on visuals, as that is what the user most often sees and comes into contact with. UI testing alusuallyten tests for potential bugs. 

**No-code testing**

No-code testing is an automated form of testing that does not require the intervention of developers. Codeless testing frees up time for developers, as they do not need to get involved with potentially long, time-intensive testing. 

**Mobile testing**

Mobile device testing, or mobile applications testing, is the process by which mobile devices and applications are tested for areas such as functionality, usability, and consistency. As mobile apps and devices continue to become more common, this type of app testing will become increasingly important. An example of this is Appium. Appium is an open-source test automation framework for native, hybrid, and mobile web apps and web applications. 

**Cross-browser testing**

Cross-browser testing compares and analyzes the behavior of a website in various browser environments. This web testing ensures that the website has an optimal user experience across different web apps and services. An example of this is Selenium, an integrated development environment (IDE). Selenium WebDriver conducts automated regression testing across web browsers. 

**API testing**

API testing allows users to test APIs directly. This includes functional testing, as well as testing for reliability, performance, and security. 

**Load testing**

Load testing tools simulate real-world load environments for apps or websites in a safe, controlled environment. These testing tools will monitor and report on the performance of applications or websites to catch slowdowns or other issues.

### What are the Common Features of Automation Testing Tools?

The following are some core features of test automation software: 

**Test feedback:** Testers rely on test automation tools to automatically produce reports upon testing. These reports provide actionable insights when issues arise, giving development teams a jumping-off point to react accordingly. This feedback helps testers save time and effort hunting down bugs and solutions.

**Test history:** ​​Test automation platforms maintain a thorough history of logs for future reference and analysis. Users rely on these test logs when tracking an issue across multiple cycles to determine possible causes. Test history serves as a roadmap that aids development teams working to resolve issues.

**Custom parameters:** Most test automation tools allow users to define custom tests and test parameters to best suit their needs. This allows development teams to test the exact qualities of their software that warrant analysis without wasting time with irrelevant data.

**Organization:** Test automation platfroms automatically notifies relevant team members with updates upon testing. Development teams also rely on test automation to accurately assign follow-up tasks when action is needed after testing. This takes effort within the software testing process off developers’ hands, freeing their time to focus on other aspects of development.

### What are the Benefits of Automation Testing Tools?

While there are many facets to consider, some key benefits apply to the successful adoption of any automation testing platform.

**Automate repetitive tasks:** As the name implies, test automation systems automate repetitive software testing tasks. These tasks are crucial to the software development process and time consuming when handled exclusively by developers. Implementing test automation software shifts the workload off of developers’ shoulders, allowing them to spend more time on their in-production applications.

**Gain immediate insights on test outcomes:** Since automation testing solutions run outcome reports after each test and automatically compare test outcomes against previous tests and benchmarks, developers can easily diagnose software flaws. Without these tools, developers must compare test results manually or use less comprehensive software to handle analysis. Test automation software reports give teams a starting point by which they more effectively solve issues with their software.

### Who Uses Automation Testing Tools?

As automation testing software is costly, enterprise companies are more likely to implement them. However, depending on the situation, these solutions may also represent worthwhile value for mid-market companies.

**Enterprise development teams:** Enterprise development teams tend to have many software applications and updates in production simultaneously. Companies employing these teams often have the resources to justify the investment required to get test automation software set up, which then generates long-term value by saving time and effort indefinitely.

**Mid-market development teams:** Depending on the situation and the tool selected, mid-market development teams find enough value in implementing test automation software to make the upfront investment worth it, despite their relatively smaller resource pool.

### What are the Alternatives to Automation Testing Tools?

Alternatives that can replace test automation software, either partially or completely:

[**Continuous integration (CI) tools**](https://www.g2.com/categories/continuous-integration): CI, or continuous testing, is the practice of frequently building and testing each change made to a codebase. Continuous testing involves developers uploading new code, or code changes, to a common code repository, which is then tested automatically at the time of upload to ensure changes do not cause issues or breaks. By automating tests, users ensure immediately their code is sound and that important software features are operating as expected.

[**Software testing tools**](https://www.g2.com/categories/software-testing): Software testing tools give development teams the methods and tools to determine the quality of their software creation and improvement projects. Development teams use software testing tools to assess whether the software is usable, performs properly, meets development team goals, and satisfies overall requirements. Test automation software automates many of the more tedious tasks associated with software testing tools, meaning the two often go together.

#### Software Related to Automation Testing Tools

Related solutions that can be used together with test automation tools include:

[**Bug tracking software**](https://www.g2.com/categories/bug-tracking): Bug tracking software, or issue tracking software, refers to software used by quality assurance (QA) and software development teams to report software bugs and problems. Thorough bug tracking is essential for good software development. Bug tracking software provides a repository that explains how to reproduce a bug and how widespread an issue is and allows a business to separate, prioritize, sequence, and provide communications about different bugs across many projects or applications. These tools can pair with test automation tools to automatically find new bugs and begin debugging. QA testing tools, including QA automation tools, help QA testers measure the quality of the software. 

[**Test management software**](https://www.g2.com/categories/test-management): Test management tools help development teams manage, track, and maintain their software tests. Unlike software testing tools or test automation software, test management software is not designed to run software tests themselves. Instead, developers use test management solutions to maintain test cases and test results in a repository-like structure, which are then turned into actionable reports.

### Challenges with Automation Testing Tools

Software solutions can come with their own set of challenges. 

**Cost:** Test automation tools may be an expensive investment. Picking the right tool for the right job is crucial to ensure the investment is worthwhile. 

**Thoroughness:** For test automation software to be effective, it needs to take testing tasks thoroughly and reliably off development teams’ workload. If a test automation tool requires too much human intervention to function reliably, the time and effort saved come into question. 

**Test variety:** Some development teams have niche testing needs. When selecting the right test automation tool, one must ensure that their chosen software covers the right variety of testing types according to development need. A test automation software tool that is unable to automate development teams’ desired test types delivers a less valuable result.

### Which Companies Should Buy Automation Testing Tools?

Automation testing tools and software can be used by almost any organization across industries and company sizes. In particular, any company that only has a limited number of developers can benefit from automation testing tools. These tools will help manage the workflow of the small team of developers and coders. 

### How to Buy Automation Testing Tools

#### Requirements Gathering (RFI/RFP) for Automation Testing Tools

The requirements for automation testing software will be dependent on which type the company is purchasing. A [load testing tool](https://www.g2.com/categories/load-testing-tools), for example, may have different requirements than an API testing tool. As mentioned earlier, one of the challenges of test automation software is just how niche it can get. It can be highly dependent on the individual organization’s needs and desires. A company also must consider what related technology it plans to purchase alongside the automation testing software. 

#### Compare Automation Testing Products

**Create a long list**

Buyers should start by identifying which specific type of test automation software tool it is looking to purchase. Once the type of tool is identified, buyers can then use G2.com and other online resources to research the top products on the market. 

**Create a short list**

After identifying the exact type of automation testing tools needed, buyers can then dig deeper into which product fits their specific needs. Companies should consider the bandwidth of developers on their team, which could help determine whether they need a codeless tool. Companies should also consider what pre-existing software they already have on site, as well as what additional software they may need to purchase. 

**Conduct demos**

Companies should walk through a demo of each product they are considering purchasing. This allows them to get an up close and personal view of the testing platform, its functionality, and how it fits into the current test automation framework at the company. This allows organizations to initiate test creation to see how the test execution is performed in a test environment. 

#### Selection of Automation Testing Tools

**Choose a selection team**

The selection team should include a mix of roles and titles that would interact with test automation software. First and foremost, at least one member of the development team should be involved, as the development team would be most likely to interact with the tool regularly. Other roles may be dependent on the automation testing use cases. If the tool purchased is for UI testing, roles such as site administrators and product managers may also need to be involved. 

**Negotiation**

While some test automation vendors will have a set cost for their product, others may be open to negotiation. Organizations should do their research prior to the negotiation phase to ensure that what they are asking for is a reasonable price. 

**Final decision**

Ultimately, organizations will need to decide which product they want to go forward with. Companies should consider what specific features, use cases, and capabilities they are looking for depending on their organizational needs. 

### How much do Automation Testing Tools cost?

Automation testing software tends to be relatively expensive, meaning that a company must carefully weigh the benefits of using such software against the costs. These products span a wide variety of use cases and functionality. Development teams searching for a test automation solution should consider each product’s feature set to weigh the potential benefits against current operational costs. 

#### Return on Investment (ROI)

With the right tool applied in the right way, test automation software ultimately saves companies time, money, and effort indefinitely after the initial investment. Companies should compare the upfront costs of implementation to potential gains that can be had later down the line after implementation. 

### Implementation of Automation Testing Tools

**How is Automation Testing Software Implemented?**

As stated above, there is a wide variety of use cases and functionalities of test automation software. This means that implementation can often depend on the tool or the specific kind of testing being conducted. 

Test automation software is often implemented through the cloud. There are tools for both desktop and mobile devices, including IoS and Android devices. Automation testing tools can also be open source, which will be important as open-source software continues to rise in popularity. 

**Who is Responsible for Automation Testing Tool Implementation?**

Developers are often key members of the implementation process, as they are the ones who will be using them regularly. QA team may be involved along with agile project managers in a DevOps environment. In reality, anyone involved in test coverage across the test suite could ultimately become involved. 

**What Does the Implementation Process Look Like for Automation Testing Tools?**

Companies should plan to run tests multiple times prior to going live in order to collect test data. This test data helps ensure that testing solutions work properly, and it identifies different potential problems before they occur.

**When Should You Implement Automation Testing Tools?**

Organizations should implement test automation systems once they have conducted initial testing on the tool. Once up and running, developers will be eager to utilize test automation software, as it saves them time and allows them to focus on other, more engaging activities. 

### Automation Testing Tools Trends

**Smart automation software tools**

As AI continues to develop as a technology, it is increasingly becoming integrated into different software testing tools. These “smart” tools are on the rise, particularly with staff that are missing developers and other resources due to labor shortages amid the Covid-19 pandemic. Automated tools are also beneficial because they are cost efficient and free up time for developers to work on other major projects and initiatives. 

**IoT and API testing**

IoT is another technology on the rise that will impact test automation software. The majority of data shared over IoT is connected through APIs. This means it will be increasingly critical to conduct API testing to ensure IoT-enabled devices are running smoothly.