# Best Automation Testing Tools ## How Many Automation Testing Tools Products Does G2 Track? **Total Products under this Category:** 337 ### Category Stats (Aug 2026) - **Average Rating:** 4.46/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product:** Gatling (+1.24%) - Among all products in this category, Gatling recorded the largest rating increase compared to last month _Last updated: August 19, 2026_ ## How Does G2 Rank Automation Testing Tools Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 18,600+ Authentic Reviews - 337+ Products - Unbiased Rankings G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category. ## G2 Grid® for Automation Testing Tools ![G2 Grid® for Automation Testing Tools plotting products by satisfaction and market presence](https://www.g2.com/categories/automation-testing-tools/grids.png?focus%5B%5D=138773&focus%5B%5D=6218&focus%5B%5D=126538&focus%5B%5D=51074&focus%5B%5D=23650&focus%5B%5D=144446&focus%5B%5D=95028&focus%5B%5D=31741) Highlighted products: BrowserStack, UiPath Agentic Automation, Keysight Eggplant, Testsigma, Katalon, QA Wolf, testRigor, and ACCELQ. 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=testrigor&focus%5B%5D=accelq) **Sponsored** ### Tricentis Tosca Tricentis Tosca is an AI-powered test automation platform that enables enterprise organizations to achieve continuous testing across complex, multi-application landscapes. It is a type of end-to-end test automation solution that helps teams validate software quality across functional, regression, API, UI, accessibility, and performance test types from a unified platform. Tosca supports codeless test automation across more than 160 enterprise technologies, including SAP, Salesforce, Oracle, ServiceNow, Workday, Snowflake, and a broad range of web, desktop, and mobile applications. Its model-based approach abstracts test logic from the underlying application interface, making tests more resilient to application changes and reducing maintenance overhead across large test suites. Its Business Flow Designer lets teams visually model end-to-end business processes, mapping them directly into test cases that mirror real operational scenarios. Key capabilities include: - Agentic test automation that builds complete test cases from natural language using AI - Risk-based test optimization that prioritizes testing effort based on business impact, reducing unnecessary tests by up to 40% while increasing risk coverage by 90%+ - Cloud-native execution grid for parallel, distributed test runs at scale - Test data management with synthetic and masked data provisioning - API simulation and service virtualization to enable testing in incomplete or unavailable environments - Native and hybrid mobile test automation for iOS and Android applications, plus automated accessibility testing against WCAG 2.0 AA standards - Integrated support for SAP migrations, cloud transitions, and application modernization initiatives Tosca is designed for enterprise QA teams managing large-scale test automation programs and organizations undergoing SAP S/4HANA migrations or other complex transformation projects. It connects with ALM tools, CI/CD pipelines, defect management systems, and monitoring platforms through a broad ecosystem of integrations, and provides analytics and reporting capabilities that give stakeholders visibility into test coverage, execution status, and quality trends across the entire delivery lifecycle. Tosca is available in on-premises, cloud-hosted, or hybrid deployment models, and integrates with other Tricentis platform products, including qTest for test management, NeoLoad for performance testing, and LiveCompare for change impact analysis. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=108&secure%5Bchosen_at%5D=2026-08-26T21%3A09%3A02Z&secure%5Bdisplayable_resource_id%5D=108&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=108&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=2390&secure%5Bresource_id%5D=108&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fautomation-testing-tools&secure%5Btoken%5D=212894c1874856850958c1dfb9a24a8c3f4deb87ecaf55419ce5cff0178284ad&secure%5Burl%5D=https%3A%2F%2Fwww.tricentis.com%2Fproducts%2Fautomate-continuous-testing-tosca%3Futm_medium%3Dcpc%26utm_source%3Dg2clicks%26utm_campaign%3Dna_na_na_ams_en_2026-05%26utmc_placement%3Ddefault%26utmc_product%3Dna%26utmc_lptype%3Ddefault&secure%5Burl_type%5D=custom_url) ### [BrowserStack](https://www.g2.com/de/products/browserstack/reviews) BrowserStack ist die weltweit führende cloudbasierte Testplattform, der über 50.000 Entwickler- und QA-Teams vertrauen, um schnelle, zuverlässige und qualitativ hochwertige Software bereitzustellen. Von manuellen über automatisierte, visuelle bis hin zu Barrierefreiheitstests bringt BrowserStack jede Ebene des QA-Prozesses auf eine einzige, integrierte Plattform, sodass Sie mit Zuversicht in großem Maßstab bereitstellen können. Unsere Produkte: Manuelles Testen Live: Cross-Browser-Testing App Live: Testen auf echten Geräten Testing Toolkit: Wesentliche manuelle Testwerkzeuge Testautomatisierung Automate: Browser-Automatisierungs-Cloud App Automate: Mobile App-Automatisierungs-Cloud Percy: Visuelles Testen & Überprüfung App Percy: Visuelles Testen & Überprüfung Management & Optimierung Testmanagement: Planen, verfolgen und verwalten von Tests Testmanagement für Jira: Tests innerhalb von Jira verwalten Testberichterstattung & Analytik: Alle Tests überwachen & optimieren Automatisierung ohne Codierung Low Code Automation: KI-gesteuerte automatisierte Tests Website Scanner: All-in-One Website-Checker **Average Rating:** 4.4/5.0 **Total Reviews:** 3,323 #### How Do G2 Users Rate BrowserStack? - **Zuverlässigkeit:** 8.5/10 (Category avg: 8.7/10) - **Gründlichkeit:** 8.5/10 (Category avg: 8.7/10) - **Test-Feedback:** 8.6/10 (Category avg: 8.8/10) - **War the product ein guter Geschäftspartner?:** 8.8/10 (Category avg: 9.2/10) #### Who Is the Company Behind BrowserStack? - **Verkäufer:** [BrowserStack](https://www.g2.com/de/sellers/browserstack) - **Unternehmenswebsite:** www.browserstack.com - **Gründungsjahr:** 2011 - **Hauptsitz:** Dublin, Dublin - **Twitter:** @browserstack 11,547 Twitter-Follower - **LinkedIn®-Seite:** [www.linkedin.com](https://www.g2.com/de/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 Mitarbeiter\*innen auf LinkedIn® #### Who Uses This Product? - **Who Uses This:** Software-Ingenieur, QA-Ingenieur - **Top Industries:** Computersoftware, Informationstechnologie und Dienstleistungen - **Company Size:** 40% Small, 38% Medium #### What Do G2 Reviewers Say About BrowserStack? _AI-generated summary from verified user reviews_ ##### Pros - Benutzer finden die Benutzeroberfläche von BrowserStack **einfach zu bedienen** , was einen nahtlosen Zugriff auf das Testen auf echten Geräten über mehrere Plattformen hinweg ermöglicht. - Benutzer schätzen die **Funktion für das Testen auf echten Geräten** von BrowserStack, die die Kompatibilität über verschiedene Plattformen hinweg verbessert, ohne dass physische Hardware erforderlich ist. - Benutzer schätzen die **umfassende Abdeckung von echten Geräten** auf BrowserStack, was umfassende Produkttests in verschiedenen Umgebungen gewährleistet. - Benutzer schätzen die **umfangreichen Geräte- und Browserkombinationen** in BrowserStack, was die Testeffizienz und Kompatibilität erheblich verbessert. - Benutzer finden die **einfachen Testmöglichkeiten** von BrowserStack für effizientes plattformübergreifendes und UI-spezifisches Testen von unschätzbarem Wert. ##### Cons - Benutzer erleben oft **langsame Leistung** mit BrowserStack, was die Testeffizienz und die Zuverlässigkeit der Ergebnisse beeinträchtigt. - Benutzer erleben **langsame Ladezeiten** mit BrowserStack, was zu frustrierenden Verzögerungen während der Tests und der Einrichtung führt. - Benutzer empfinden die Preisgestaltung von BrowserStack als **teuer** und schlagen günstigere Paketoptionen vor. - Benutzer berichten von **Testschwierigkeiten** aufgrund von Inkonsistenzen und Verzögerungen, was es schwierig macht, zuverlässige Ergebnisse zu erzielen. - Benutzer haben oft mit **langsamer Geschwindigkeit** während der Stoßzeiten zu kämpfen, was die Leistung beeinträchtigt und die Fehlersuche erschwert. #### What Are Recent G2 Reviews of BrowserStack? **["Zuverlässige Plattform für Mobile- und Web-Tests auf echten Geräten"](https://www.g2.com/de/survey_responses/browserstack-review-10504282)** **Rating:** 4.0/5.0 stars _— Vishwanath H._ [Read full review](https://www.g2.com/de/survey_responses/browserstack-review-10504282) **["Sauberes UI, nahtlose Selenium-Integration und skalierbare Cloud-Tests"](https://www.g2.com/de/survey_responses/browserstack-review-12911086)** **Rating:** 5.0/5.0 stars _— Alexis C._ [Read full review](https://www.g2.com/de/survey_responses/browserstack-review-12911086) #### What Are G2 Users Discussing About BrowserStack? - [Wofür wird Bird Eats Bug verwendet?](https://www.g2.com/de/discussions/what-is-bird-eats-bug-used-for) - 2 comments - [Was sind die Vorteile der Automatisierung eines Testfalls?](https://www.g2.com/de/discussions/what-are-the-benefits-of-automating-a-test-case) - 7 comments, 1 upvote - [Was kann BrowserStack tun?](https://www.g2.com/de/discussions/what-can-browserstack-do) - 4 comments - [What is App automate in BrowserStack?](https://www.g2.com/de/discussions/what-is-app-automate-in-browserstack) - 4 comments, 1 upvote - [Welche der folgenden Funktionen werden von BrowserStack Automate unterstützt?](https://www.g2.com/de/discussions/which-of-the-following-features-are-supported-by-browserstack-automate) - 4 comments ### [UiPath Agentic Automation](https://www.g2.com/products/uipath-agentic-automation/reviews) UiPath (NYSE: PATH) is a global leader in agentic automation, empowering enterprises to harness the full potential of AI agents to autonomously execute and optimize complex business processes. The UiPath Platform™ uniquely combines controlled agency, developer flexibility, and seamless integration to help organizations scale agentic automation safely and confidently. Committed to security, governance, and interoperability, UiPath supports enterprises as they transition into a future where automation delivers on the full potential of AI to transform industries. For more information, visit www.uipath.com. Agentic testing is an AI-powered approach to software quality assurance that leverages autonomous agents to generate, execute, and evolve tests across the entire testing lifecycle. By partnering intelligent agents with human testers, agentic testing dramatically increases test coverage, accelerates release cycles, improves system resilience, and enables continuous testing at enterprise scale. It empowers teams to shift from manual, reactive testing to proactive, scalable quality engineering—driving faster innovation with higher confidence. **Average Rating:** 4.6/5.0 **Total Reviews:** 6,136 #### How Do G2 Users Rate UiPath Agentic Automation? - **Reliability:** 9.2/10 (Category avg: 8.7/10) - **Thoroughness:** 9.2/10 (Category avg: 8.7/10) - **Test Feedback:** 9.2/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.2/10) #### Who Is the Company Behind UiPath Agentic Automation? - **Seller:** [UiPath](https://www.g2.com/sellers/uipath) - **Company Website:** www.uipath.com - **Year Founded:** 2005 - **HQ Location:** New York - **Twitter:** @UiPath 108,104 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=17615f854c74fc9182c09444e77a06bb258d3895834425dd5c43ea727a867603&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1523656%2F&secure%5Burl_type%5D=linkedin_company_website) 5,134 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** RPA Developer, Software Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 51% Large, 29% Medium #### What Do G2 Reviewers Say About UiPath Agentic Automation? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **advanced AI capabilities** of UiPath Agentic Automation, enhancing adaptability and seamless workflow integration. - Users appreciate the **ease of use** of UiPath Agentic Automation, making it simple for developers to integrate and automate tasks. - Users value the **seamless integration of AI with automation** in UiPath Agentic Automation for handling complex tasks. - Users commend the **automation ease** of UiPath Agentic Automation, benefiting from its advanced AI capabilities and orchestration. - Users value the **efficiency** of UiPath Agentic Automation, enjoying streamlined automation solutions that save time and effort. ##### Cons - Users find the product **expensive** , with high licensing costs compared to other RPA tools, impacting overall value. - Users find the **learning curve challenging** , especially with agent training and required programming knowledge for non-tech individuals. - Users find the **complexity** of UiPath Agentic Automation overwhelming, especially when navigating advanced features and setups. - Users feel that the **pricing issues** of UiPath Agentic Automation are too high, affecting repurchase decisions. - Users find the **licensing issues** confusing, making initial setup and advanced feature access challenging for newcomers. #### What Are Recent G2 Reviews of UiPath Agentic Automation? **["Extending RPA Capabilities with Agentic AI"](https://www.g2.com/survey_responses/uipath-agentic-automation-review-13049861)** **Rating:** 4.5/5.0 stars _— Muhammad A._ [Read full review](https://www.g2.com/survey_responses/uipath-agentic-automation-review-13049861) **["Transformative Automation with AI Decision Making"](https://www.g2.com/survey_responses/uipath-agentic-automation-review-12980416)** **Rating:** 4.5/5.0 stars _— Arti P._ [Read full review](https://www.g2.com/survey_responses/uipath-agentic-automation-review-12980416) #### What Are G2 Users Discussing About UiPath Agentic Automation? - [What are the most impactful use-cases of UiPath's RPA in automating repetitive business processes?](https://www.g2.com/discussions/what-are-the-most-impactful-use-cases-of-uipath-s-rpa-in-automating-repetitive-business-processes) - 2 comments - [What is robotic process automation RPA and when is it beneficial?](https://www.g2.com/discussions/what-is-robotic-process-automation-rpa-and-when-is-it-beneficial) - 1 comment - [Which business process can be automated with RPA?](https://www.g2.com/discussions/which-business-process-can-be-automated-with-rpa) - 2 comments - [What is RPA in UiPath?](https://www.g2.com/discussions/what-is-rpa-in-uipath) - 2 comments - [Is UiPath an RPA tool?](https://www.g2.com/discussions/is-uipath-an-rpa-tool) - 2 comments ### [Keysight Eggplant](https://www.g2.com/products/keysight-eggplant/reviews) Keysight Eggplant is a leading intelligent test automation platform that uses ML/AI to test the entire user journey — identifying and predicting any potential defects along the way. Unlike other testing tools, Eggplant can test any technology, platform, or device, no matter the complexity. Because Eggplant is non-invasive, it does not require access to source code, making it the best solution for black box testing in secure environments. Eggplant delivers the coverage you need to optimize the user experience, speed up release cycles, and improve your quality assurance process. Discover a fast, secure, and easy-to-use solution that tests any software on any platform or device. **Average Rating:** 4.2/5.0 **Total Reviews:** 87 #### How Do G2 Users Rate Keysight Eggplant? - **Reliability:** 8.1/10 (Category avg: 8.7/10) - **Thoroughness:** 8.2/10 (Category avg: 8.7/10) - **Test Feedback:** 8.4/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.2/10) #### Who Is the Company Behind Keysight Eggplant? - **Seller:** [Keysight Technologies](https://www.g2.com/sellers/keysight-technologies) - **Year Founded:** 2014 - **HQ Location:** Santa Rosa, California, United States - **Twitter:** @Keysight 13,585 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5642083efabe49e70896c4f6c1f07c539c8c4b5ee98cbce0ffd2bf93e1e39183&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fkeysight-technologies%2F&secure%5Burl_type%5D=linkedin_company_website) 13,542 employees on LinkedIn® - **Ownership:** NYSE: KEYS #### Who Uses This Product? - **Who Uses This:** Software Engineer, Test Automation Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 44% Large, 35% Small #### What Do G2 Reviewers Say About Keysight Eggplant? _AI-generated summary from verified user reviews_ ##### Pros - Users find Eggplant's **ease of use** remarkable, with a low learning curve and intuitive interface enhancing automation efforts. - Users value the **ease of automation** with Eggplant, appreciating its user-friendly interface and quick implementation. - Users value the **ease of use in automation support** of Keysight Eggplant, facilitating quick and effective test implementation. - Users find **automation easy** with Keysight Eggplant, appreciating its quick setup and low learning curve for scripting. - Users value the **outstanding customer support** from Keysight Eggplant, enhancing the overall user experience significantly. ##### Cons - Users face challenges with **browser compatibility** , which can hinder testing effectiveness across various platforms. - Users face **compatibility challenges** with various technologies and applications, impacting the effectiveness of Eggplant Functional. - Users face recurring **OCR issues** in Keysight Eggplant, leading to frequent test case failures during complex scenarios. - Users often face significant **compatibility challenges** with various technologies and specific applications when using Keysight Eggplant. - Users find the **complexity** of Keysight Eggplant challenging, particularly in managing logs and file conversions effectively. #### What Are Recent G2 Reviews of Keysight Eggplant? **["Effortless Automation with User-Friendly Interface"](https://www.g2.com/survey_responses/keysight-eggplant-review-8946170)** **Rating:** 5.0/5.0 stars _— Priyanka B._ [Read full review](https://www.g2.com/survey_responses/keysight-eggplant-review-8946170) **["Eggplant can be used for all types of Application for Automation"](https://www.g2.com/survey_responses/keysight-eggplant-review-9470134)** **Rating:** 5.0/5.0 stars _— Shravan K._ [Read full review](https://www.g2.com/survey_responses/keysight-eggplant-review-9470134) #### What Are G2 Users Discussing About Keysight Eggplant? - [What is Keysight Eggplant Platform used for?](https://www.g2.com/discussions/what-is-keysight-eggplant-platform-used-for) - 1 comment - [Is eggplant the same as aubergine?](https://www.g2.com/discussions/is-eggplant-the-same-as-aubergine) - [How much is eggplant software?](https://www.g2.com/discussions/how-much-is-eggplant-software) - 1 comment - [What is eggplant AI?](https://www.g2.com/discussions/what-is-eggplant-ai) - 1 comment, 1 upvote - [What does eggplant software do?](https://www.g2.com/discussions/what-does-eggplant-software-do) - 1 comment, 1 upvote ### [Testsigma](https://www.g2.com/products/testsigma/reviews) Testsigma is an agentic test automation platform that runs the full testing lifecycle: generating, executing, healing, and diagnosing tests, then filing the bugs, in one platform, on web, mobile, API, desktop, and Salesforce. At the end of that loop, it scores your release: a confidence number, backed by evidence, that tells you whether you're actually safe to ship, not just whether the build is green. Used by Nestlé, KFC, DHL, Samsung, Cisco, and more, Testsigma empowers quality engineering teams to speed up their testing effortlessly, thus ensuring high-quality software delivery with confidence. **Average Rating:** 4.4/5.0 **Total Reviews:** 135 #### How Do G2 Users Rate Testsigma? - **Reliability:** 8.6/10 (Category avg: 8.7/10) - **Thoroughness:** 8.6/10 (Category avg: 8.7/10) - **Test Feedback:** 8.6/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.2/10) #### Who Is the Company Behind Testsigma? - **Seller:** [Testsigma](https://www.g2.com/sellers/testsigma) - **Company Website:** www.testsigma.com - **Year Founded:** 2019 - **HQ Location:** Bangalore, Karnataka - **Twitter:** @testsigmainc 1,796 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=db9754b0b71a00a22a2bbd821d7273bd7d60e557a7bfabb073f06768aec1529f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F13359845%2F&secure%5Burl_type%5D=linkedin_company_website) 239 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** QA Engineer, Software Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 44% Medium, 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, making automation and collaboration simple and effective for teams. - Users appreciate the **ease of creating automation tests** without coding experience, enhancing their testing efficiency. - Users appreciate the **excellent customer support** provided by Testsigma, enhancing their overall user experience. - Users praise the **exceptional automation support** of Testsigma, enhancing their transition from manual to automated testing. - Users benefit from **time-saving features** in Testsigma, enabling quick script development and an easy learning curve. ##### Cons - Users occasionally face **slow performance** with larger test suites, leading to longer wait times for results and execution. - Users face **testing difficulties** with TestSigma due to challenges in API testing and slow test completion times. - Users face **testing issues** with TestSigma, including errors with mobiledriver and lack of download options for tests. - Users find **complexity issues** with TestSigma, especially in automating challenging scenarios and achieving desired customization. - Users find the **insufficient training** leads to a steep learning curve for new TestSigma users, impacting initial setup. #### What Are Recent G2 Reviews of Testsigma? **["Low-Code Automation Made Easy with Testsigma and Atto"](https://www.g2.com/survey_responses/testsigma-review-13272010)** **Rating:** 4.5/5.0 stars _— Kumaravel S._ [Read full review](https://www.g2.com/survey_responses/testsigma-review-13272010) **["TestSigma provides usability, efficiency, and scalability for client-focused companies"](https://www.g2.com/survey_responses/testsigma-review-13215339)** **Rating:** 4.5/5.0 stars _— Yailin G._ [Read full review](https://www.g2.com/survey_responses/testsigma-review-13215339) #### What Are G2 Users Discussing About Testsigma? - [What is Testsigma used for?](https://www.g2.com/discussions/what-is-testsigma-used-for) ### [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:** 216 #### How Do G2 Users Rate Katalon? - **Reliability:** 8.6/10 (Category avg: 8.7/10) - **Thoroughness:** 8.7/10 (Category avg: 8.7/10) - **Test Feedback:** 8.9/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.2/10) #### Who Is the Company Behind Katalon? - **Seller:** [Katalon LLC](https://www.g2.com/sellers/katalon-llc) - **Company Website:** katalon.com - **Year Founded:** 2016 - **HQ Location:** Atlanta, US - **Twitter:** @KatalonPlatform 1,613 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=25899562997d287df88b236c7386ba2c786435b838b2bd7a1c4218d3f550e29d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fkatalon%2F&secure%5Burl_type%5D=linkedin_company_website) 301 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Test Engineer, QA Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 40% Small, 30% Medium #### What Do G2 Reviewers Say About Katalon? _AI-generated summary from verified user reviews_ ##### Pros - Users find **Katalon easy to use** , simplifying automation with intuitive features and minimal need for help. - Users find Katalon to provide **user-friendly automation** capabilities, allowing easy implementation and collaboration on test cases. - Users enjoy the **ease of automation** with Katalon, appreciating its simplicity and comprehensive features for effective testing. - Users find **Katalon easy to implement** , appreciating its user-friendly interface and extensive support for various testing needs. - Users value the **time-saving capabilities** of Katalon, allowing quick creation and maintenance of automated tests. ##### Cons - Users experience **slow performance** with Katalon, especially with large test suites causing extended execution times. - Users note the **high cost of accessing advanced features** , which can limit the overall usability of Katalon. - Users experience **system delays** with Katalon, particularly during code crashes and lengthy test executions. - Users experience **bug issues** with Katalon, including glitches, crashes, and unreliable self-healing capabilities affecting their workflow. - Users find a steep **learning curve** with Katalon, facing challenges in training and understanding variable management. #### What Are Recent G2 Reviews of Katalon? **["“Powerful Low-Code Automation with Growing AI Capabilities”"](https://www.g2.com/survey_responses/katalon-review-13263298)** **Rating:** 4.5/5.0 stars _— John Victor A._ [Read full review](https://www.g2.com/survey_responses/katalon-review-13263298) **["Katalon the best automation platform"](https://www.g2.com/survey_responses/katalon-review-8551525)** **Rating:** 5.0/5.0 stars _— Monty B._ [Read full review](https://www.g2.com/survey_responses/katalon-review-8551525) #### What Are G2 Users Discussing About Katalon? - [Is Katalon studio still free?](https://www.g2.com/discussions/is-katalon-studio-still-free) - 3 comments - [Is Katalon studio better than selenium?](https://www.g2.com/discussions/is-katalon-studio-better-than-selenium) - 2 comments - [How good is Katalon studio?](https://www.g2.com/discussions/how-good-is-katalon-studio) - 1 comment - [What is the use of Katalon studio?](https://www.g2.com/discussions/what-is-the-use-of-katalon-studio) - 1 comment ### [QA Wolf](https://www.g2.com/fr/products/qa-wolf/reviews) QA Wolf est le chemin le plus rapide vers une couverture de test de bout en bout déterministe pour les applications web et mobiles. Sur une seule plateforme, les équipes peuvent gérer l'ensemble du cycle de vie des tests : Cartographiez vos flux de travail et vos lacunes de couverture, automatisez vos tests avec Playwright ou Appium, et exécutez votre suite entièrement en parallèle. - Construisez et maintenez des tests E2E 10 fois plus rapidement que les CLI agentiques. - Exécutez des tests 12 fois plus rapidement que les agents d'utilisation informatique non déterministes. - Publiez 5 fois plus souvent grâce à des tests plus rapides. Vous voulez que tous vos tests soient effectués pour vous ? Le service de couverture de QA Wolf offre une couverture de test de plus de 80 % en 4 mois avec une enquête sur les échecs en 24 heures, une maintenance des tests et une garantie de zéro flocons. **Average Rating:** 4.8/5.0 **Total Reviews:** 191 #### How Do G2 Users Rate QA Wolf? - **Fiabilité:** 9.4/10 (Category avg: 8.7/10) - **Rigueur:** 9.4/10 (Category avg: 8.7/10) - **Commentaires sur les tests:** 9.4/10 (Category avg: 8.8/10) - **the product a-t-il été un bon partenaire commercial?:** 9.8/10 (Category avg: 9.2/10) #### Who Is the Company Behind QA Wolf? - **Vendeur:** [QA Wolf](https://www.g2.com/fr/sellers/qa-wolf) - **Site Web de l'entreprise:** www.qawolf.com - **Année de fondation:** 2019 - **Emplacement du siège social:** Seattle, US - **Twitter:** @QAWolfHQ 864 abonnés Twitter - **Page LinkedIn®:** [www.linkedin.com](https://www.g2.com/fr/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 employés sur LinkedIn® #### Who Uses This Product? - **Who Uses This:** Responsable Ingénierie, Chef de produit - **Top Industries:** Logiciels informatiques, Marketing et publicité - **Company Size:** 56% Medium, 43% Small #### What Do G2 Reviewers Say About QA Wolf? _AI-generated summary from verified user reviews_ ##### Pros - Les utilisateurs apprécient le **soutien utile de QA Wolf** , garantissant des tests rapides et fiables tout en permettant de se concentrer sur le développement. - Les utilisateurs apprécient le **support client réactif** de QA Wolf, soulignant leur communication rapide et attentive. - Les utilisateurs apprécient les **capacités d'automatisation** de QA Wolf, améliorant l'efficacité des tests et la qualité des versions de produit. - Les utilisateurs constatent que QA Wolf offre des **solutions qui font gagner du temps** , atteignant une couverture de test de 99% avec un investissement continu minimal nécessaire. - Les utilisateurs louent la **facilité d'utilisation** de QA Wolf, soulignant son interface conviviale et son processus d'installation simplifié. ##### Cons - Les utilisateurs trouvent la **nature coûteuse** de QA Wolf difficile, surtout lorsque les besoins en tests dépassent les limites budgétaires. - Les utilisateurs trouvent des **problèmes de tarification** avec QA Wolf, notant des frais de test inattendus et des limitations budgétaires comme des défis. - Les utilisateurs rencontrent une **performance lente** avec QA Wolf, notant des exécutions de tests longues et des problèmes d'optimisation qui entravent l'efficacité. - Les utilisateurs éprouvent une **exécution de tests lente** qui entrave l'efficacité et ajoute de la frustration au processus de test. - Les utilisateurs rencontrent des défis avec les **difficultés de test** , notant des mises à jour de test lentes et des temps d'exécution plus longs que prévu. #### What Are Recent G2 Reviews of QA Wolf? **["Rapports de bogues détaillés et support rapide et proactif de QA Wolf"](https://www.g2.com/fr/survey_responses/qa-wolf-review-13126518)** **Rating:** 4.5/5.0 stars _— Richard L._ [Read full review](https://www.g2.com/fr/survey_responses/qa-wolf-review-13126518) **["QA Wolf : Interface simple, couverture d'automatisation solide et support exceptionnellement réactif"](https://www.g2.com/fr/survey_responses/qa-wolf-review-13037084)** **Rating:** 5.0/5.0 stars _— Maria M._ [Read full review](https://www.g2.com/fr/survey_responses/qa-wolf-review-13037084) ### [testRigor](https://www.g2.com/products/testrigor/reviews) Software QA testers use testRigor codeless testing tool to create robust end-to-end functional tests. Software testing made easy: create cross-platform tests using no code for web, native and hybrid mobile applications, desktop, and API. Utilize email testing, visual testing and audio testing built-in features. Create your automated tests 15x faster and with 95% less test maintenance than traditional automation testing tools. Execute tests in parallel and receive results in minutes, not hours. Easily integrate with your favorite issue management tools, CI/CD tools, and so on. It’s easy to scale your software testing with testRigor. Best for: Software teams who want to rapidly increase their test automation coverage while also spending much less time on maintenance. testRigor aims to be the only automation tool needed - with broad support, cross-platform and cross-browser testing, reporting and screenshots for every step **Average Rating:** 4.7/5.0 **Total Reviews:** 31 #### How Do G2 Users Rate testRigor? - **Reliability:** 9.4/10 (Category avg: 8.7/10) - **Thoroughness:** 9.8/10 (Category avg: 8.7/10) - **Test Feedback:** 9.7/10 (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 testRigor? - **Seller:** [TestRigor](https://www.g2.com/sellers/testrigor) - **Year Founded:** 2022 - **HQ Location:** Brooklyn, US - **Twitter:** @testrigor 909 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=28dc180749a0b501bccba9eccc64ded4972f81aa6cb6c50e96084bfe2e3dcedc&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ftestrigor%2F&secure%5Burl_type%5D=linkedin_company_website) 330 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 53% Small, 50% Medium #### What Do G2 Reviewers Say About testRigor? _AI-generated summary from verified user reviews_ ##### Pros - Users commend the **ease of use** of testRigor, enabling fast implementation and effective software testing across platforms. - Users admire the **superior automation capabilities** of testRigor, enabling fast and easy test suite development without coding. - Users value the **time-saving capabilities** of testRigor, enabling quick test automation without coding skills. - Users appreciate the **exceptional 24/7 customer support** of testRigor, enhancing their experience and efficiency in testing. - Users love the **automation ease** of testRigor, enabling fast test creation without the need for coding skills. ##### Cons - Users experience **testing difficulties** due to occasional crashes and inconsistencies in test input processes. - Users experience **testing issues** with testRigor, including slow mobile tests and occasional tool crashes impacting reliability. - Users experience **bug issues** with testRigor, leading to incorrect inputs and occasional app crashes that disrupt testing. - Users experience **technical issues** with unsynchronized suites and problematic input fields, impacting their workflow and usability. - Users note that the only concern is the **high cost of servers** , which may hinder some businesses from using testRigor. #### What Are Recent G2 Reviews of testRigor? **["Simple Test Automation with Less Maintenance"](https://www.g2.com/survey_responses/testrigor-review-13341783)** **Rating:** 4.5/5.0 stars _— Kambham D._ [Read full review](https://www.g2.com/survey_responses/testrigor-review-13341783) **["Fast, Scalable Natural-Language Automation for End-to-End Regression"](https://www.g2.com/survey_responses/testrigor-review-13344622)** **Rating:** 5.0/5.0 stars _— Chennam S._ [Read full review](https://www.g2.com/survey_responses/testrigor-review-13344622) #### What Are G2 Users Discussing About testRigor? - [What is testRigor used for?](https://www.g2.com/discussions/what-is-testrigor-used-for) ### [ACCELQ](https://www.g2.com/products/accelq/reviews) ACCELQ offers AI-powered No-Code test automation and management built on a cloud-native platform. ACCELQ provides a unified platform for web, mobile, API, database, and packaged apps. Automation-first, codeless capabilities make it easy to use for testing teams without deep programming expertise. ACCELQ allows businesses to achieve 7.5x productivity and over 72% savings with its industry-first autonomics-based automation platform. ACCELQ was named a leader in The Forrester Wave™: Continuous Automation Testing Platforms, Q4 2022. **Average Rating:** 4.8/5.0 **Total Reviews:** 113 #### How Do G2 Users Rate ACCELQ? - **Reliability:** 9.4/10 (Category avg: 8.7/10) - **Thoroughness:** 9.3/10 (Category avg: 8.7/10) - **Test Feedback:** 9.3/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.2/10) #### Who Is the Company Behind ACCELQ? - **Seller:** [ACCELQ](https://www.g2.com/sellers/accelq) - **Company Website:** www.accelq.com - **Year Founded:** 2014 - **HQ Location:** Dallas, US - **Twitter:** @accelq 1,677 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3ce81af1cb4b7b489649ef50a563e0dc4b9efe9b203a9ec34be0b9108445f204&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Faccelq&secure%5Burl_type%5D=linkedin_company_website) 217 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 39% Medium, 35% Large #### What Do G2 Reviewers Say About ACCELQ? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **ease of use** of ACCELQ, enabling rapid implementation and efficient automation without deep technical knowledge. - Users praise the **ease of automation** with ACCELQ, enabling rapid development of comprehensive testing suites. - Users value the **codeless automation** of ACCELQ, enabling easy collaboration and effective testing for all team members. - Users appreciate the **time-saving features** of ACCELQ, enabling efficient backend testing and quicker bug detection. - Users appreciate the **automation ease** of ACCELQ, streamlining testing processes and enhancing efficiency from day one. ##### Cons - Users find the **learning curve steep** for desktop automation compared to web and mobile testing, impacting user experience. - Users find **integration issues** with ACCELQ, noting limited options and complexities in learning the platform effectively. - Users mention **poor reporting** , noting the dashboard becomes congested when handling many test cases and scenarios. - Users face a **difficult learning curve** in ACCELQ, particularly when trying to grasp advanced features and setup. - Users find the **insufficient information** on features and documentation to be a barrier for effective use. #### What Are Recent G2 Reviews of ACCELQ? **["ACCELQ Makes Automation Practical, Faster, and Easier for the Whole Team"](https://www.g2.com/survey_responses/accelq-review-13134282)** **Rating:** 5.0/5.0 stars _— Rohit Kumar M._ [Read full review](https://www.g2.com/survey_responses/accelq-review-13134282) **["Locator-Free UI Automation with Seamless Execution and Outstanding Support"](https://www.g2.com/survey_responses/accelq-review-13157858)** **Rating:** 5.0/5.0 stars _— Tejaswi T._ [Read full review](https://www.g2.com/survey_responses/accelq-review-13157858) #### What Are G2 Users Discussing About ACCELQ? - [What is testim tool?](https://www.g2.com/discussions/accelq-what-is-testim-tool) - [What is Acclq?](https://www.g2.com/discussions/what-is-acclq) - [Is Accelq open source?](https://www.g2.com/discussions/is-accelq-open-source) - 1 comment - [What is Accelq tool?](https://www.g2.com/discussions/what-is-accelq-tool) - 1 comment ### [Cyara Platform](https://www.g2.com/fr/products/cyara-platform/reviews) Cyara est une plateforme d'assurance de l'expérience client (CX) conçue pour aider les organisations à optimiser leurs interactions avec les clients sur chaque canal de communication. En tant que leader de l'assurance CX alimentée par l'IA, Cyara fournit une plateforme unifiée qui permet des tests et une surveillance continus des canaux vocaux, numériques, de messagerie et d'IA conversationnelle. Cette approche globale permet aux entreprises de s'assurer que chaque point de contact dans le parcours client fonctionne parfaitement, améliorant ainsi l'expérience client globale. Principalement ciblé sur les entreprises et les organisations qui priorisent la satisfaction client, Cyara sert une gamme diversifiée d'industries, y compris les télécommunications, la finance, le commerce de détail et la santé. La plateforme est particulièrement bénéfique pour les équipes impliquées dans le développement de logiciels, l'assurance qualité et le service client, car elle soutient l'ensemble du cycle de vie du développement logiciel. En se concentrant sur la perspective du client, Cyara aide à identifier et à résoudre les problèmes qui peuvent affecter l'expérience client, garantissant que les entreprises peuvent offrir des interactions sécurisées et de haute qualité à grande échelle. L'une des caractéristiques clés de la plateforme Cyara est sa capacité à gérer une gamme complète de besoins en développement et assurance CX. De la phase de conception initiale aux tests fonctionnels et de régression, aux tests d'acceptation utilisateur, aux tests de charge et à la surveillance de la production, Cyara fournit un environnement collaboratif où les membres de l'équipe peuvent partager et réutiliser des scripts et des données. Cette approche rationalisée améliore non seulement l'efficacité, mais favorise également le travail d'équipe, permettant aux organisations de travailler plus efficacement vers des objectifs communs. Les capacités d'automatisation de Cyara améliorent considérablement la productivité en permettant aux utilisateurs de découvrir automatiquement les expériences client existantes et de générer des scripts de test avec une intervention manuelle minimale. La plateforme utilise l'automatisation des processus robotiques (RPA) pour simuler des interactions client réelles, générant des milliers de tests automatisés qui reproduisent le contact client réel. Ce niveau d'automatisation permet non seulement de gagner du temps, mais garantit également des tests approfondis sur une large gamme de canaux numériques et vocaux, y compris IVR, chat et IA conversationnelle. De plus, Cyara est conçu pour soutenir les pratiques Agile et DevOps, permettant aux organisations d'accélérer les cycles de développement tout en améliorant la qualité. En facilitant la génération de cas de test dès la phase de conception, la plateforme encourage une approche de détection précoce, permettant aux équipes d'identifier les problèmes potentiels plus tôt dans le processus de développement. Avec des outils de visualisation et des capacités adaptées à différentes équipes, Cyara améliore la collaboration et garantit que toutes les parties prenantes sont alignées dans leurs efforts pour offrir une expérience client exceptionnelle. **Average Rating:** 4.7/5.0 **Total Reviews:** 44 #### How Do G2 Users Rate Cyara Platform? - **Fiabilité:** 9.5/10 (Category avg: 8.7/10) - **Rigueur:** 9.5/10 (Category avg: 8.7/10) - **Commentaires sur les tests:** 9.4/10 (Category avg: 8.8/10) - **the product a-t-il été un bon partenaire commercial?:** 9.7/10 (Category avg: 9.2/10) #### Who Is the Company Behind Cyara Platform? - **Vendeur:** [Cyara](https://www.g2.com/fr/sellers/cyara) - **Site Web de l'entreprise:** cyara.com - **Année de fondation:** 2006 - **Emplacement du siège social:** Redwood City, California - **Twitter:** @cyara 4 abonnés Twitter - **Page LinkedIn®:** [www.linkedin.com](https://www.g2.com/fr/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 employés sur LinkedIn® #### Who Uses This Product? - **Top Industries:** Services financiers, Technologie de l'information et services - **Company Size:** 55% Large, 24% Small #### What Do G2 Reviewers Say About Cyara Platform? _AI-generated summary from verified user reviews_ ##### Pros - Les utilisateurs apprécient les **capacités d'automatisation** de la plateforme Cyara, améliorant considérablement l'efficacité des tests pour les expériences omnicanales. - Les utilisateurs louent le **support client exceptionnel** de la plateforme Cyara, améliorant leur expérience omnicanal et résolvant les problèmes efficacement. - Les utilisateurs apprécient la **facilité d'utilisation** de la plateforme Cyara, profitant de ses outils intuitifs et de son interface conviviale. - Les utilisateurs trouvent la plateforme Cyara incroyablement **utile pour tester les modèles NLP** , bénéficiant de tests de régression automatisés et de rapports perspicaces. - Les utilisateurs apprécient l' **automatisation qui fait gagner du temps** de Cyara, réduisant considérablement les efforts de test manuels et augmentant la confiance dans les versions. ##### Cons - Les utilisateurs notent une **courbe d'apprentissage élevée** , ce qui rend difficile pour les nouveaux membres de l'équipe d'utiliser efficacement la plateforme. - Les utilisateurs sont confrontés à une **courbe d'apprentissage élevée** avec la plateforme Cyara, ce qui rend difficile l'adaptation efficace des nouveaux venus. - Les utilisateurs trouvent l' **interface utilisateur médiocre** de la plateforme Cyara frustrante, surtout lorsque le téléchargement de grands ensembles de données prend trop de temps. - Les utilisateurs remarquent que la plateforme a une interface **lente à charger** , surtout lors du téléchargement de grands ensembles de données, ce qui entrave l'efficacité. - Les utilisateurs signalent une **performance lente** sur la plateforme Cyara, en particulier lors du téléchargement de grands ensembles de données pour l'entraînement. #### What Are Recent G2 Reviews of Cyara Platform? **["Tests omnicanaux complets qui gèrent le trafic du monde réel"](https://www.g2.com/fr/survey_responses/cyara-platform-review-13320813)** **Rating:** 5.0/5.0 stars _— Nirmal K._ [Read full review](https://www.g2.com/fr/survey_responses/cyara-platform-review-13320813) **["Powerful automated testing and monitoring for complex omnichannel routing"](https://www.g2.com/fr/survey_responses/cyara-platform-review-13357912)** **Rating:** 5.0/5.0 stars _— Yogesh S._ [Read full review](https://www.g2.com/fr/survey_responses/cyara-platform-review-13357912) #### What Are G2 Users Discussing About Cyara Platform? - [Is cyara open source?](https://www.g2.com/fr/discussions/is-cyara-open-source) - [What is CX Assurance Platform?](https://www.g2.com/fr/discussions/what-is-cx-assurance-platform) - [How does Cyara work?](https://www.g2.com/fr/discussions/how-does-cyara-work) - [What is Cyara software?](https://www.g2.com/fr/discussions/what-is-cyara-software) ### [Testlio](https://www.g2.com/fr/products/testlio/reviews) La plateforme de test participatif entièrement gérée et pilotée par l'IA de Testlio intègre des testeurs experts à la demande directement dans votre processus de publication. Expédiez plus rapidement et avec plus de confiance partout où cela compte. Dans n'importe quel lieu. Sur n'importe quel appareil. Avec n'importe quelle méthode de paiement. Dans n'importe quelle langue. Propulsée par LeoAI Engine™, notre couche d'intelligence propriétaire, la plateforme de Testlio combine l'expertise humaine avec l'intelligence machine pour orchestrer les tests, accélérer l'appariement des testeurs (LeoMatch™), rationaliser l'exécution des tests et fournir des insights prédictifs à travers les engagements. Le résultat est des publications plus rapides, des tests plus intelligents et des expériences utilisateur exceptionnellement cohérentes à l'échelle mondiale. Nous sommes une entreprise entièrement à distance, distribuée par conception, avec des membres de l'équipe travaillant depuis plus de 40 pays. Notre communauté de testeurs freelance est tout aussi mondiale, avec des experts vérifiés dans plus de 150 pays, parlant plus de 100 langues. Chaque testeur est soigneusement apparié à votre produit, domaine et pile technologique grâce à LeoMatch™, garantissant que vous obtenez le bon ajustement à chaque fois. Nous supportons plus de 20 capacités de test, y compris les paiements, la localisation, l'accessibilité et l'IA. Avec un accès à plus de 600 000 appareils et plus de 800 méthodes de paiement, nous testons en région, en langue et en contexte. C'est pourquoi des entreprises leaders comme Amazon, Microsoft, Netflix, NBA, Paramount, PayPal et Uber comptent sur Testlio pour offrir des expériences fluides à grande échelle, servant collectivement des milliards d'utilisateurs. Pour en savoir plus, visitez testlio.com. **Average Rating:** 4.7/5.0 **Total Reviews:** 76 #### How Do G2 Users Rate Testlio? - **Fiabilité:** 10.0/10 (Category avg: 8.7/10) - **Rigueur:** 10.0/10 (Category avg: 8.7/10) - **Commentaires sur les tests:** 10.0/10 (Category avg: 8.8/10) - **the product a-t-il été un bon partenaire commercial?:** 9.8/10 (Category avg: 9.2/10) #### Who Is the Company Behind Testlio? - **Vendeur:** [Testlio Inc.](https://www.g2.com/fr/sellers/testlio-inc) - **Site Web de l'entreprise:** www.testlio.com - **Année de fondation:** 2012 - **Emplacement du siège social:** San Francisco, CA - **Twitter:** @testlio 2,545 abonnés Twitter - **Page LinkedIn®:** [www.linkedin.com](https://www.g2.com/fr/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 employés sur LinkedIn® #### Who Uses This Product? - **Who Uses This:** Chef de produit - **Top Industries:** Logiciels informatiques, Services financiers - **Company Size:** 39% Medium, 39% Small #### What Do G2 Reviewers Say About Testlio? _AI-generated summary from verified user reviews_ ##### Pros - Les utilisateurs louent l' **expertise en automatisation** de Testlio, soulignant son adaptation fluide aux exigences de test en évolution. - Les utilisateurs admirent le **soutien fiable** de Testlio, qui s'adapte de manière impressionnante à leurs besoins et normes de test en évolution. - Les utilisateurs admirent l' **automatisation transparente** de Testlio, exprimant leur satisfaction quant à sa fiabilité et son adaptabilité aux besoins changeants. - Les utilisateurs louent la **fiabilité exceptionnelle du support d'automatisation** , s'adaptant constamment aux besoins de test en évolution de manière transparente. - Les utilisateurs sont impressionnés par les **capacités d'automatisation fiables** de Testlio, s'adaptant parfaitement aux besoins de test en évolution et maintenant des normes élevées. #### What Are Recent G2 Reviews of Testlio? **["Testlio : Une source pour des testeurs de premier ordre"](https://www.g2.com/fr/survey_responses/testlio-review-8770435)** **Rating:** 5.0/5.0 stars _— Utilisateur vérifié à Production médiatique_ [Read full review](https://www.g2.com/fr/survey_responses/testlio-review-8770435) **["Excellent partenaire de test avec une portée mondiale et une forte collaboration"](https://www.g2.com/fr/survey_responses/testlio-review-7909725)** **Rating:** 5.0/5.0 stars _— Jitka H._ [Read full review](https://www.g2.com/fr/survey_responses/testlio-review-7909725) #### What Are G2 Users Discussing About Testlio? - [Why Testlio?](https://www.g2.com/fr/discussions/why-testlio) - [Comment puis-je rejoindre Testlio ?](https://www.g2.com/fr/discussions/how-can-i-join-testlio) - 1 comment - [Where is Testlio based?](https://www.g2.com/fr/discussions/where-is-testlio-based) - 1 comment - [Testlio est-il réel ?](https://www.g2.com/fr/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:** 534 #### How Do G2 Users Rate Panaya Smart Testing and Change Intelligence? - **Reliability:** 8.8/10 (Category avg: 8.7/10) - **Thoroughness:** 9.1/10 (Category avg: 8.7/10) - **Test Feedback:** 8.8/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.2/10) #### Who Is the Company Behind Panaya Smart Testing and Change Intelligence? - **Seller:** [Panaya LTD](https://www.g2.com/sellers/panaya-ltd) - **Company Website:** www.panaya.com - **Year Founded:** 2006 - **HQ Location:** Hod Hasharon, Center - **Twitter:** @panaya 4,478 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e335e320d82ae17eabc242043719b03464ad2f946f67fba631de2452403a2a94&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpanaya&secure%5Burl_type%5D=linkedin_company_website) 202 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Consultant, Project Manager - **Top Industries:** Information Technology and Services, Electrical/Electronic Manufacturing - **Company Size:** 57% Large, 27% Medium #### What Do G2 Reviewers Say About Panaya Smart Testing and Change Intelligence? _AI-generated summary from verified user reviews_ ##### Pros - Users praise the **ease of use** of Panaya Smart Testing, enhancing efficiency in managing testing and documentation tasks. - Users value the **efficient testing capabilities** of Panaya Smart Testing, enhancing project speed and reducing manual efforts. - Users value the **time-saving features** of Panaya Smart Testing, enhancing productivity during data validation and testing processes. - Users value the **efficiency of automation** in Panaya Smart Testing, significantly reducing effort and project timelines. - Users praise the **intuitive user interface** of Panaya Smart Testing, making integration and management seamless and efficient. ##### Cons - Users face significant **testing difficulties** due to non-deletable data and the inability to easily manage test results. - Users face challenges with **recording issues** , including complicated interfaces and bugs that slow down testing processes. - Users find the **learning curve steep** , requiring time and effort to become proficient with the tool's navigation. - Users report **slow performance** with Panaya Smart Testing, experiencing lag and issues with the recorder functionality. - Users note the **missing features** in Panaya, highlighting a need for improved recording and evidence management. #### What Are Recent G2 Reviews of Panaya Smart Testing and Change Intelligence? **["Panaya Simplifies UAT with Smart, Impact-Based Testing"](https://www.g2.com/survey_responses/panaya-smart-testing-and-change-intelligence-review-12944318)** **Rating:** 4.0/5.0 stars _— Yashodhar Y._ [Read full review](https://www.g2.com/survey_responses/panaya-smart-testing-and-change-intelligence-review-12944318) **["Smart Testing: Quickly implemented, without local installation, and with AI-supported documentation"](https://www.g2.com/survey_responses/panaya-smart-testing-and-change-intelligence-review-12934737)** **Rating:** 4.5/5.0 stars _— Patrick Z._ [Read full review](https://www.g2.com/survey_responses/panaya-smart-testing-and-change-intelligence-review-12934737) #### What Are G2 Users Discussing About Panaya Smart Testing and Change Intelligence? - [What is Panaya Change Intelligence used for?](https://www.g2.com/discussions/what-is-panaya-change-intelligence-used-for) - 1 comment ### [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:** 315 #### How Do G2 Users Rate Harness Platform? - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.2/10) #### Who Is the Company Behind Harness Platform? - **Seller:** [Harness](https://www.g2.com/sellers/harness-25016f40-e80f-4417-bea8-39412055d17a) - **Company Website:** harness.io - **Year Founded:** 2018 - **HQ Location:** San Francisco - **Twitter:** @HarnessWealth 1,389 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fbec562b1d7a892f3293de88d17cc0509949905a19856805c612616710bc3a7d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fharnessinc%2F&secure%5Burl_type%5D=linkedin_company_website) 1,701 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Software Engineer, DevOps Engineer - **Top Industries:** Computer Software, Financial Services - **Company Size:** 43% Large, 38% Medium #### What Do G2 Reviewers Say About Harness Platform? _AI-generated summary from verified user reviews_ ##### Pros - Users find the **ease of use** of Harness Platform essential for streamlining their development projects effectively. - Users highlight the **easy integration** and comprehensive documentation of Harness Platform, streamlining project implementation and feature management. - Users value the **ease of managing feature flags** across environments, enhancing flexibility and control in deployment. - Users appreciate the **easy setup** of Harness Platform, allowing quick implementation of feature flags and A/B testing. - Users find the **easy integrations** in Harness Platform enhance their workflow and improve productivity significantly. ##### Cons - Users note the **missing features** in Harness Platform, particularly regarding multiple filters and flexibility compared to other tools. - Users find the **activation and deactivation clarity lacking** , causing confusion in managing feature flags effectively. - Users express frustration over **limited features** , including SDK options and difficulties with traffic splitting and flag management. - Users note a **steep learning curve** with Harness Platform, requiring time to master its extensive features and tools. - Users criticize the **poor UI** of Harness Platform, finding it difficult to manage feature flags effectively. #### What Are Recent G2 Reviews of Harness Platform? **["Harness Makes CI/CD Organized with Clean Workflows and Easy Deployment Automation"](https://www.g2.com/survey_responses/harness-platform-review-13201162)** **Rating:** 4.5/5.0 stars _— Harshul S._ [Read full review](https://www.g2.com/survey_responses/harness-platform-review-13201162) **["Harness Simplifies CI/CD with Visual Pipelines, Smooth Integrations, and Safer Deployments"](https://www.g2.com/survey_responses/harness-platform-review-13212051)** **Rating:** 4.0/5.0 stars _— Muhammed A._ [Read full review](https://www.g2.com/survey_responses/harness-platform-review-13212051) #### 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 ### [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 find Qase to have a **clean and intuitive interface** that simplifies test management and collaboration. - Users rave about the **excellent customer support** of Qase, praising its responsiveness and effective resolutions. - Users appreciate the **exceptional customer support** of Qase, praising its quick responses and effective problem resolution. - Users love the **easy integration** with other applications, enhancing their test management and workflow efficiency. - Users appreciate the **conditional test cases** in Qase, making it easy to manage similar scenarios efficiently. ##### Cons - Users find the **limited customization** of Qase restrictive, particularly for test reports and organizational features. - Users face **testing difficulties** , such as a cumbersome CSV import process and repetitive confirmation for deletions. - Users highlight **integration issues** with GitLab, affecting customization and report generation capabilities. - Users note the **missing features** in Qase, highlighting the need for more advanced testing options and app integrations. - Users note the **limited features** of Qase, wishing for more advanced testing options and functionalities. #### 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 ### [Tricentis Testim](https://www.g2.com/products/tricentis-testim/reviews) Tricentis Testim is an AI-powered test automation solution designed for teams building and maintaining automated tests for web, Salesforce, and mobile applications. It is a type of software test automation platform that helps development and QA teams author, execute, and maintain tests faster through AI-driven test generation, self-healing locators, and cloud-based execution infrastructure. Testim uses machine learning to identify and interact with UI elements reliably, even as application interfaces evolve over time. Its AI-powered locator technology reduces test flakiness and lowers the cost of test maintenance by automatically adapting tests when underlying application elements change. Teams can create tests through visual recording, natural language input via Testim Copilot, or by writing custom JavaScript steps. Key capabilities include: - Agentic test automation that builds complete test cases from natural language descriptions - Testim Copilot for generating and debugging custom test steps using generative AI, plus a Help Assistant that answers testing questions and surfaces best practices - Self-healing AI locators that automatically adapt to application changes - Cloud execution grid for parallel test runs across browsers and environments, plus a Virtual Mobile Grid for native, hybrid, and cross-platform mobile apps - Optimized support for Salesforce Lightning with pre-built components and metadata-based locators - Root cause analysis tools to diagnose test failures quickly using screenshots, console logs, and network logs - TestOps capabilities for managing test changes, organizing teams and tests, and prioritizing testing activities at scale - CI/CD integrations with Jenkins, GitHub Actions, and other pipeline tools Testim is well suited for Agile development teams that need to maintain fast feedback loops, Salesforce organizations requiring reliable automated testing, and QA engineers looking to reduce time spent on test maintenance. It operates as a SaaS platform with a freemium tier, eliminating the need for infrastructure management and allowing teams to get started with no upfront commitment. **Average Rating:** 4.5/5.0 **Total Reviews:** 52 #### How Do G2 Users Rate Tricentis Testim? - **Reliability:** 8.3/10 (Category avg: 8.7/10) - **Thoroughness:** 8.3/10 (Category avg: 8.7/10) - **Test Feedback:** 8.3/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.2/10) #### Who Is the Company Behind Tricentis Testim? - **Seller:** [Tricentis](https://www.g2.com/sellers/tricentis) - **Year Founded:** 2007 - **HQ Location:** Austin, Texas - **Twitter:** @Tricentis 12,931 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=304abdba93286c0cd492d82bf8717772912bad24ea99487cad5699be71711be2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F656215%2F&secure%5Burl_type%5D=linkedin_company_website) 1,676 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 53% Medium, 29% Small #### What Do G2 Reviewers Say About Tricentis Testim? _AI-generated summary from verified user reviews_ ##### Pros - Users find the **automation capabilities** of Tricentis Testim easy and efficient, significantly reducing testing time. - Users appreciate the **easy and fast automation support** of Tricentis Testim, significantly reducing time spent on testing. - Users find the **ease of use** of Tricentis Testim noteworthy, making automation quick and efficient. - Users value the **efficient parallel testing** in Tricentis Testim, significantly reducing time spent on automation tasks. - Users find the **speed of automation** in Tricentis Testim remarkable, significantly enhancing efficiency and reducing effort. ##### Cons - Users find the pricing of Tricentis Testim to be **expensive** , impacting overall value for the features offered. - Users face **inconsistent functionality** issues, including flaky tests and the need for custom code in complex scenarios. #### What Are Recent G2 Reviews of Tricentis Testim? **["Testim’s AI-Assisted Testing Makes Creation and Maintenance Fast and Easy"](https://www.g2.com/survey_responses/tricentis-testim-review-13326633)** **Rating:** 4.5/5.0 stars _— Shubham S._ [Read full review](https://www.g2.com/survey_responses/tricentis-testim-review-13326633) **["Effortless AI-Powered Web Test Automation with Self-Healing and CI/CD Integration"](https://www.g2.com/survey_responses/tricentis-testim-review-13117376)** **Rating:** 5.0/5.0 stars _— Bhumi H._ [Read full review](https://www.g2.com/survey_responses/tricentis-testim-review-13117376) #### What Are G2 Users Discussing About Tricentis Testim? - [What is Testim.io used for?](https://www.g2.com/discussions/what-is-testim-io-used-for) - [Which is the best tool for UI automation?](https://www.g2.com/discussions/which-is-the-best-tool-for-ui-automation) - [Is testim open source?](https://www.g2.com/discussions/is-testim-open-source) - [What is testim tool?](https://www.g2.com/discussions/what-is-testim-tool) - [What is testim io?](https://www.g2.com/discussions/what-is-testim-io) ### [Leapwork](https://www.g2.com/products/leapwork/reviews) Leapwork is a test automation platform designed to help users build, maintain, and scale complex data-driven test scenarios without the need for coding. This no-code visual experience allows software testing teams to create automated tests quickly and effectively, facilitating a more efficient testing process that can adapt to the evolving needs of various projects. The platform is particularly beneficial for software testing teams looking to accelerate their release cycles while minimizing defects. By optimizing and reusing test flows, Leapwork simplifies the maintenance of test cases, which can often become cumbersome in traditional testing environments. Its capability for end-to-end testing across all applications enhances the digital experience, ensuring that every aspect of the software functions as intended before it reaches the end user. Leapwork is designed with a focus on ease of use and flexibility, making it accessible to a wide range of users, from technical engineers to non-technical business users. This democratization of test automation empowers teams to collaborate more effectively, as individuals with varying levels of expertise can contribute to the testing process. The visual interface allows users to create test scenarios intuitively, reducing the learning curve typically associated with automation tools. Key features of Leapwork include its drag-and-drop interface, which allows users to build test flows visually, and its ability to integrate seamlessly with various applications and systems. This integration capability ensures that testing can be conducted across diverse environments, providing comprehensive coverage of the software's functionality. Additionally, Leapwork supports data-driven testing, enabling users to run the same test scenarios with different sets of data, which is crucial for validating applications under various conditions. By leveraging Leapwork, organizations can achieve significant improvements in their testing processes, leading to higher quality software releases and enhanced customer satisfaction. The platform's focus on automation not only reduces manual testing efforts but also increases the reliability of test results, making it a valuable tool for any team committed to delivering exceptional digital experiences. **Average Rating:** 4.5/5.0 **Total Reviews:** 103 #### How Do G2 Users Rate Leapwork? - **Reliability:** 8.3/10 (Category avg: 8.7/10) - **Thoroughness:** 8.4/10 (Category avg: 8.7/10) - **Test Feedback:** 8.1/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.2/10) #### Who Is the Company Behind Leapwork? - **Seller:** [Leapwork](https://www.g2.com/sellers/leapwork) - **Company Website:** www.leapwork.com - **Year Founded:** 2015 - **HQ Location:** København K, DK - **Twitter:** @LEAPWORKglobal 1,058 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=aafa596b3100ad1df9e6ad6913e964984994c76410a433392832026d2fe254cf&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10332300%2F&secure%5Burl_type%5D=linkedin_company_website) 264 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 46% Large, 35% Medium #### What Do G2 Reviewers Say About Leapwork? _AI-generated summary from verified user reviews_ ##### Pros - Users commend the **ease of use** of Leapwork, appreciating its straightforward approach and excellent UI/UX design. - Users appreciate the **ease of use** of Leapwork, making automation of tests straightforward and efficient. - Users praise the **world-class customer support** of Leapwork, highlighting their helpfulness and partnership approach. - Users value the **exceptional automation support** from Leapwork, enhancing efficiency and simplifying complex tasks with professionalism. - Users appreciate the **intuitive and visually appealing user interface** of Leapwork, facilitating easy solution building. ##### Cons - Users find Leapwork **expensive for scaling** , leading to concerns about cost-efficiency and high maintenance expenses. - Users find **missing features** in Leapwork, such as variable management and enhanced reporting capabilities, limiting the tool's effectiveness. - Users find **cloud limitations** frustrating, feeling trapped in Leapwork without export options or robust infrastructure management. - Users experience **limited customization** with Leapwork, struggling with constraints due to the lack of coding options. - Users often face **recording issues** that hinder the automation process, especially regarding screen resolution and test management. #### What Are Recent G2 Reviews of Leapwork? **["Strong UI, Clear Automation Flows, and Reliable AI Validation"](https://www.g2.com/survey_responses/leapwork-review-12632344)** **Rating:** 4.0/5.0 stars _— Verified User in Electrical/Electronic Manufacturing_ [Read full review](https://www.g2.com/survey_responses/leapwork-review-12632344) **["Leapwork: Visual, Collaborative, and Easy to Onboard"](https://www.g2.com/survey_responses/leapwork-review-12092478)** **Rating:** 5.0/5.0 stars _— Matthew E._ [Read full review](https://www.g2.com/survey_responses/leapwork-review-12092478) #### What Are G2 Users Discussing About Leapwork? - [Who uses Leapwork?](https://www.g2.com/discussions/who-uses-leapwork) - 1 comment - [What is Leapwork tool?](https://www.g2.com/discussions/what-is-leapwork-tool) - 1 comment - [How expensive is Leapwork?](https://www.g2.com/discussions/how-expensive-is-leapwork) - 1 comment - [Does Leapwork use selenium?](https://www.g2.com/discussions/does-leapwork-use-selenium) - 2 comments - [What is Leapwork?](https://www.g2.com/discussions/what-is-leapwork) - 1 comment - ‹ Prev ‹ Prev - 1 - [2](/categories/automation-testing-tools?order=g2_score&page=2#product-list) - [3](/categories/automation-testing-tools?order=g2_score&page=3#product-list) - [4](/categories/automation-testing-tools?order=g2_score&page=4#product-list) - [5](/categories/automation-testing-tools?order=g2_score&page=5#product-list) - … - [22](/categories/automation-testing-tools?order=g2_score&page=22#product-list) - [23](/categories/automation-testing-tools?order=g2_score&page=23#product-list) - [Next › Next ›](/categories/automation-testing-tools?order=g2_score&page=2#product-list) Spotlight Categories [Sales Compensation Software](https://www.g2.com/categories/sales-compensation) [HCM Software](https://www.g2.com/categories/hcm-software) [Mobile Device Management (MDM) Software](https://www.g2.com/categories/mobile-device-management-mdm) [Cloud Content Collaboration Software](https://www.g2.com/categories/cloud-content-collaboration) [Pricing Software](https://www.g2.com/categories/pricing) Similar Categories - [Bug Tracking](/categories/bug-tracking) - [AI SRE Tools](/categories/ai-sre-tools) - [ALM Software](/categories/alm-software) - [Application Release Orchestration](/categories/application-release-orchestration) - [Batch Management](/categories/batch-management) - [CI/CD Tools](/categories/ci-cd-tools) - [Containerization](/categories/containerization) - [Database DevOps Software](/categories/database-devops-software) - [DevOps Platforms](/categories/devops-platforms) - [Software Intelligence Platforms](/categories/software-intelligence-platforms) - [Source Code Management](/categories/source-code-management) - [Value Stream Management](/categories/value-stream-management) [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 | Product | Best for | User Review | | --- | --- | --- | | [![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_49cb08ff13adca52db37c64dd94c2154/browserstack-browserstack.png "Product Avatar Image")](https://www.g2.com/products/browserstack/reviews)[BrowserStack](https://www.g2.com/products/browserstack/reviews)[4.4/5(3,359)](https://www.g2.com/products/browserstack/reviews) | Cross-device automation testing without physical device labs | "eliable Platform for Mobile and Web Testing Across Real Devices" | | [![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_dd744c0a19199f5490bf8e9f05949d96/uipath-agentic-automation.png "Product Avatar Image")](https://www.g2.com/products/uipath-agentic-automation/reviews)[UiPath Agentic Automation](https://www.g2.com/products/uipath-agentic-automation/reviews)[4.6/5(7,581)](https://www.g2.com/products/uipath-agentic-automation/reviews) | AI-driven regression testing with agentic orchestration | "Extending RPA Capabilities with Agentic AI" | | [![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_7d48daed0fa464b15c208284a7a6fa3d/keysight-eggplant.png "Product Avatar Image")](https://www.g2.com/products/keysight-eggplant/reviews)[Keysight Eggplant](https://www.g2.com/products/keysight-eggplant/reviews)[4.2/5(95)](https://www.g2.com/products/keysight-eggplant/reviews) | Image and OCR-based cross-platform UI automation | "Effortless Automation with User-Friendly Interface" | | [![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_f3f0476c3e0d46575442826abe3be674/testsigma.png "Product Avatar Image")](https://www.g2.com/products/testsigma/reviews)[Testsigma](https://www.g2.com/products/testsigma/reviews)[4.4/5(135)](https://www.g2.com/products/testsigma/reviews) | No-code regression automation with AI self-healing | "TestSigma provides usability, efficiency, and scalability for client-focused companies" | | [![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_9c5d258946e509892bee4bd0a925de9b/katalon.png "Product Avatar Image")](https://www.g2.com/products/katalon/reviews)[Katalon](https://www.g2.com/products/katalon/reviews)[4.4/5(227)](https://www.g2.com/products/katalon/reviews) | Cross-platform regression automation with low-code scripting | "Katalon the best automation platform" | | [![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_e6d040a48c840338be60526cd85e611f/qa-wolf.png "Product Avatar Image")](https://www.g2.com/products/qa-wolf/reviews)[QA Wolf](https://www.g2.com/products/qa-wolf/reviews)[4.8/5(191)](https://www.g2.com/products/qa-wolf/reviews) | Fully-managed E2E regression suite ownership | "QA Wolf: Simple UI, Strong Automation Coverage, and Exceptionally Responsive Support" | | [![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_edbf2089dd02459d4a4a4c6f5d91f421/accelq.jpg "Product Avatar Image")](https://www.g2.com/products/accelq/reviews)[ACCELQ](https://www.g2.com/products/accelq/reviews)[4.8/5(114)](https://www.g2.com/products/accelq/reviews) | Codeless end-to-end test automation with self-healing | "ACCELQ Makes Automation Practical, Faster, and Easier for the Whole Team" | | [![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_a3c677fed995c40f910cc27c816011d8/cyara-platform.png "Product Avatar Image")](https://www.g2.com/products/cyara-platform/reviews)[Cyara Platform](https://www.g2.com/products/cyara-platform/reviews)[4.7/5(49)](https://www.g2.com/products/cyara-platform/reviews) | Omnichannel IVR and AI chatbot regression testing | "Comprehensive Omnichannel Testing That Handles Real-World Traffic" | | [![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_7abd1d66f59c81fbf9c63a401b6e649f/testlio.png "Product Avatar Image")](https://www.g2.com/products/testlio/reviews)[Testlio](https://www.g2.com/products/testlio/reviews)[4.7/5(76)](https://www.g2.com/products/testlio/reviews) | Hybrid QA coverage with on-demand automation | "Testlio: A Source for Top-Notch Testers" | * * * Show More ### Automation Testing Topics - [What are Automation Testing Tools?](#what-are-automation-testing-tools) - [What are the Common Features of Automation Testing Tools?](#what-are-the-common-features-of-automation-testing-tools) - [What are the Benefits of Automation Testing Tools?](#what-are-the-benefits-of-automation-testing-tools) - [Who Uses Automation Testing Tools?](#who-uses-automation-testing-tools) - [What are the Alternatives to Automation Testing Tools?](#what-are-the-alternatives-to-automation-testing-tools) - [Challenges with Automation Testing Tools](#challenges-with-automation-testing-tools) - [Which Companies Should Buy Automation Testing Tools?](#which-companies-should-buy-automation-testing-tools) - [How to Buy Automation Testing Tools](#how-to-buy-automation-testing-tools) - [How much do Automation Testing Tools cost?](#how-much-do-automation-testing-tools-cost) - [Implementation of Automation Testing Tools](#implementation-of-automation-testing-tools) - [Automation Testing Tools Trends](#automation-testing-tools-trends) [ ### Automation Testing Topics Expand/Collapse ](#) - [What are Automation Testing Tools?](#what-are-automation-testing-tools) - [What are the Common Features of Automation Testing Tools?](#what-are-the-common-features-of-automation-testing-tools) - [What are the Benefits of Automation Testing Tools?](#what-are-the-benefits-of-automation-testing-tools) - [Who Uses Automation Testing Tools?](#who-uses-automation-testing-tools) - [What are the Alternatives to Automation Testing Tools?](#what-are-the-alternatives-to-automation-testing-tools) - [Challenges with Automation Testing Tools](#challenges-with-automation-testing-tools) - [Which Companies Should Buy Automation Testing Tools?](#which-companies-should-buy-automation-testing-tools) - [How to Buy Automation Testing Tools](#how-to-buy-automation-testing-tools) - [How much do Automation Testing Tools cost?](#how-much-do-automation-testing-tools-cost) - [Implementation of Automation Testing Tools](#implementation-of-automation-testing-tools) - [Automation Testing Tools Trends](#automation-testing-tools-trends) ## Learn More 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.