# Best Automation Testing Tools - Page 10 *By [Adam Crivello](https://research.g2.com/insights/author/adam-crivello)* 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 Automation Testing Tools at a Glance | # | Product | Rating | Best For | What Users Say | |---|---------|--------|----------|----------------| | 1 | [BrowserStack](https://www.g2.com/products/browserstack/reviews) | 4.4/5.0 (3,308 reviews) | Cross-device automation testing without physical device labs | "[eliable Platform for Mobile and Web Testing Across Real Devices](https://www.g2.com/survey_responses/browserstack-review-10504282)" | | 2 | [UiPath Agentic Automation](https://www.g2.com/products/uipath-agentic-automation/reviews) | 4.6/5.0 (6,137 reviews) | AI-driven regression testing with agentic orchestration | "[Extending RPA Capabilities with Agentic AI](https://www.g2.com/survey_responses/uipath-agentic-automation-review-13049861)" | | 3 | [Keysight Eggplant](https://www.g2.com/products/keysight-eggplant/reviews) | 4.2/5.0 (87 reviews) | Image and OCR-based cross-platform UI automation | "[A big relief for user understanding.](https://www.g2.com/survey_responses/keysight-eggplant-review-9423642)" | | 4 | [Testsigma](https://www.g2.com/products/testsigma/reviews) | 4.4/5.0 (125 reviews) | No-code regression automation with AI self-healing | "[Easy Test Steps and API Requests with Helpful, Fast Support](https://www.g2.com/survey_responses/testsigma-review-12916988)" | | 5 | [Katalon True Platform](https://www.g2.com/products/katalon-true-platform/reviews) | 4.4/5.0 (213 reviews) | Cross-platform regression automation with low-code scripting | "[Easy, Reliable Testing with Katalon’s All-in-One, Codeless Setup](https://www.g2.com/survey_responses/katalon-true-platform-review-12616009)" | | 6 | [QA Wolf](https://www.g2.com/products/qa-wolf/reviews) | 4.8/5.0 (189 reviews) | Fully-managed E2E regression suite ownership | "[QA Wolf: Simple UI, Strong Automation Coverage, and Exceptionally Responsive Support](https://www.g2.com/survey_responses/qa-wolf-review-13037084)" | | 7 | [Cyara Platform](https://www.g2.com/products/cyara-platform/reviews) | 4.7/5.0 (40 reviews) | Omnichannel IVR and AI chatbot regression testing | "[Very good tool for CX automation and IVR testing](https://www.g2.com/survey_responses/cyara-platform-review-12230122)" | | 8 | [Harness Platform](https://www.g2.com/products/harness-platform/reviews) | 4.6/5.0 (300 reviews) | CI/CD pipeline testing with automated rollback | "[Best tool for cost optimization and Repository](https://www.g2.com/survey_responses/harness-platform-review-11543262)" | | 9 | [ACCELQ](https://www.g2.com/products/accelq/reviews) | 4.8/5.0 (108 reviews) | Codeless end-to-end test automation with self-healing | "[Accelerating Test Automation While Reducing Maintenance Effort - ACCELQ](https://www.g2.com/survey_responses/accelq-review-12945051)" | | 10 | [Testlio](https://www.g2.com/products/testlio/reviews) | 4.7/5.0 (75 reviews) | Hybrid QA coverage with on-demand automation | "[Testlio: A Source for Top-Notch Testers](https://www.g2.com/survey_responses/testlio-review-8770435)" | ## 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=100655&focus%5B%5D=96648) Highlighted products: BrowserStack, UiPath Agentic Automation, Keysight Eggplant, Testsigma, Katalon True Platform, QA Wolf, Harness Platform, and Cyara Platform. Underlying data: [Grid® JSON](https://www.g2.com/categories/automation-testing-tools/grids.json?focus%5B%5D=browserstack&focus%5B%5D=uipath-agentic-automation&focus%5B%5D=keysight-eggplant&focus%5B%5D=testsigma&focus%5B%5D=katalon-true-platform&focus%5B%5D=qa-wolf&focus%5B%5D=harness-platform&focus%5B%5D=cyara-platform) ## How Many Automation Testing Tools Products Does G2 Track? **Total Products under this Category:** 300 ### Category Stats (Jul 2026) - **Average Rating**: 4.46/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product**: Testsigma (+0.52%) - Among all products in this category, Testsigma recorded the largest rating increase compared to last month *Last updated: July 14, 2026* ## How Does G2 Rank Automation Testing Tools Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 18,400+ Authentic Reviews - 300+ 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. ## Which Automation Testing Tools Is Best for Your Use Case? - **Leader:** [BrowserStack](https://www.g2.com/products/browserstack/reviews) - **Highest Performer:** [ContextQA](https://www.g2.com/products/contextqa/reviews) - **Easiest to Use:** [TestFirst](https://www.g2.com/products/testfirst/reviews) - **Top Trending:** [QA Wolf](https://www.g2.com/products/qa-wolf/reviews) - **Best Free Software:** [BrowserStack](https://www.g2.com/products/browserstack/reviews) --- **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&secure%5Bcategory_id%5D=108&secure%5Bchosen_at%5D=2026-07-14T21%3A46%3A46Z&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%3Fopen_modal_url%3D%252Fproducts%252Ftestim%252Fwishlists%253Fhost_path%253D%25252Fcategories%25252Fautomation-testing-tools%2526source%253Dcategory&secure%5Btoken%5D=cd3fe46442e2ae7f8fe4e582656e222a07c73dc8a330cc6d9d4c00f0ad4a4f1f&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) --- ## What Are the Top-Rated Automation Testing Tools Products in 2026? ### 1. [FunTEST](https://www.g2.com/products/funtest/reviews) FunTEST is a hardware test automation platform specifically designed for production functional testing. The main Features are: • Simple and Intuitive Test Sequence Editor (including parallel execution) • Open plug-in architecture to control any hardware • Built-in Operator Interface for displaying results and interactive instructions • Test reporting engine to create test report and statistics **Who Is the Company Behind FunTEST?** - **Seller:** [FPC](https://www.g2.com/sellers/fpc) - **Year Founded:** 2022 - **HQ Location:** Los Angeles, CA - **LinkedIn® Page:** https://www.linkedin.com/company/fpc-usa/ (4 employees on LinkedIn®) ### 2. [Greenspector Studio](https://www.g2.com/products/greenspector-studio/reviews) Greenspector is the editor of Greenspector Studio **Who Is the Company Behind Greenspector Studio?** - **Seller:** [Greenspector](https://www.g2.com/sellers/greenspector) - **Year Founded:** 2010 - **HQ Location:** Nantes, FR - **LinkedIn® Page:** https://www.linkedin.com/company/10401509 (14 employees on LinkedIn®) ### 3. [Gridlastic](https://www.g2.com/products/gridlastic/reviews) Get your own private Selenium Grid in the cloud with just 1 click. Selenium testing with real browsers at very low cost and high speed. Launch your Selenium Grid close to your location for up to 300% faster test speed. You can either spend the time and effort to create and maintain your own testing infrastructure or use a service like Gridlastic which is ready to go and maintenance free. Gridlastic provides each customer with their own selenium grid in the cloud, no sharing with other companies and no access or performance bottle neck issues, a selenium grid configured to your company specific needs in a geographical location of your choosing for best speed and economy. **Who Is the Company Behind Gridlastic?** - **Seller:** [Gridlastic](https://www.g2.com/sellers/gridlastic) - **HQ Location:** United States - **LinkedIn® Page:** http://www.linkedin.com/company/gridlastic-llc (2 employees on LinkedIn®) ### 4. [Hammer On-Demand](https://www.g2.com/products/hammer-on-demand/reviews) Hammer On-Demand is a solution capable of automating functional and regression testing for voice-enabled applications. It delivers comprehensive reporting to rapidly detect regression bugs and new defects in addition to tracking project process. **Who Is the Company Behind Hammer On-Demand?** - **Seller:** [Infovista](https://www.g2.com/sellers/infovista-071a3899-e097-4f78-809a-3258a273e0cd) - **Year Founded:** 1995 - **HQ Location:** Massy, Île-de-France, France - **Twitter:** @Infovista (2,290 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/infovista/ (835 employees on LinkedIn®) ### 5. [Humlix](https://www.g2.com/products/humlix/reviews) Humlix shows you an easy way of testing your web APIs. All you need to do is create a test request using the test request builder within Humlix and give an example of how your endpoints look and what type of data they want. Humlix will automatically generate tests, and if something fails, Humlix will try to figure out the smallest repeatable failing test case for you. **Who Is the Company Behind Humlix?** - **Seller:** [Humlix](https://www.g2.com/sellers/humlix) - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®) ### 6. [IBM DevOps Loop](https://www.g2.com/products/ibm-ibm-devops-loop/reviews) Automate your software delivery process for increased productivity and operational efficiency. **Who Is the Company Behind IBM DevOps Loop?** - **Seller:** [IBM](https://www.g2.com/sellers/ibm) - **Year Founded:** 1911 - **HQ Location:** Armonk, New York, United States - **Twitter:** @IBMSecurity (74,660 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1009/ (328,202 employees on LinkedIn®) - **Ownership:** SWX:IBM ### 7. [IBM Z Development and Test Environment](https://www.g2.com/products/ibm-z-development-and-test-environment/reviews) At IBM, we do more than work. We create. We create as technologists, developers, and engineers. We create with our partners. We create with our competitors. If you're searching for ways to make the world work better through technology and infrastructure, software and consulting, then we want to work with you. We're here to help every creator turn their "what if" into what is. Let's create something that will change everything. **Who Is the Company Behind IBM Z Development and Test Environment?** - **Seller:** [IBM](https://www.g2.com/sellers/ibm) - **Year Founded:** 1911 - **HQ Location:** Armonk, New York, United States - **Twitter:** @IBMSecurity (74,660 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1009/ (328,202 employees on LinkedIn®) - **Ownership:** SWX:IBM ### 8. [iLTAF: Low Code Test Automation Tool](https://www.g2.com/products/iltaf-low-code-test-automation-tool/reviews) \* Seamlessly test web, mobile, desktop, API applications. \* Run tests across multiple browsers and devices on the cloud. \* Achieve up to 10x faster test execution with parallel testing. \* Manage all your testing needs from a single, centralized dashboard. **Who Is the Company Behind iLTAF: Low Code Test Automation Tool?** - **Seller:** [IdeyaLabs](https://www.g2.com/sellers/ideyalabs) - **HQ Location:** Hyderabad, Telangana, India - **LinkedIn® Page:** https://www.linkedin.com/company/ideyalabs (311 employees on LinkedIn®) ### 9. [Knapsack Pro](https://www.g2.com/products/knapsack-pro/reviews) Automatically distribute your Ruby tests evenly across CI nodes and save hours per week. **Who Is the Company Behind Knapsack Pro?** - **Seller:** [Knapsack Pro](https://www.g2.com/sellers/knapsack-pro) - **Year Founded:** 2015 - **HQ Location:** Kraków, PL - **Twitter:** @KnapsackPro (400 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/knapsackpro/ (3 employees on LinkedIn®) ### 10. [kogiQA](https://www.g2.com/products/kogiqa/reviews) KogiQA is a UI automation tool for web applications that does not use CSS or XPath selectors. Instead, it uses a custom algorithm to interact with elements in a consistent way, based on the meaning of the action derived from the DOM tree. For instance, typing 'page.click("Add Client")' will click the 'Add Customer' button. As long as the meaning of the text on the page remains unchanged, KogiQA reduces the need for test maintenance. It is also the best option when it is not possible to change the code of the page being tested, such as when testing MS D365 or Salesforce applications. **Who Is the Company Behind kogiQA?** - **Seller:** [atagon](https://www.g2.com/sellers/atagon) - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/atagon-gmbh/ (2 employees on LinkedIn®) ### 11. [KushoAI](https://www.g2.com/products/kushoai/reviews) KushoAI is an AI-powered quality engineering platform designed for modern software teams managing increasing system complexity and faster release cycles. Built for mid-sized to enterprise organizations, it helps engineering leaders move away from manual and script-heavy testing toward a more scalable and reliable approach to software quality. KushoAI is particularly relevant for teams working with distributed systems, microservices architectures, and rapidly evolving applications where maintaining consistent test coverage is a challenge. The platform automates core testing workflows by understanding application behavior, dependencies, and real-world usage patterns. Instead of relying on static test cases, KushoAI generates, executes, and continuously maintains test coverage that evolves alongside the system. It enables validation of end-to-end workflows and integrates into existing CI/CD pipelines, allowing quality checks to run continuously without adding operational overhead or requiring constant manual updates. KushoAI includes capabilities such as automated test generation based on application context, continuous adaptation to system changes, and validation of complex workflows across interconnected services. It also supports enterprise requirements with features like secure deployment options, role-based access control, and governance capabilities that allow teams to manage testing at scale across multiple environments and stakeholders. As engineering teams scale, maintaining reliable and up-to-date test suites becomes increasingly resource-intensive. KushoAI addresses this by reducing the effort required to create and maintain tests while improving overall coverage and consistency. This helps organizations detect issues earlier, reduce production risk, and maintain more predictable release cycles. By shifting testing from a manual, maintenance-heavy function to a more automated and adaptive system, KushoAI enables teams to focus more on product development while ensuring a higher standard of software quality. **Who Is the Company Behind KushoAI?** - **Seller:** [Kusho](https://www.g2.com/sellers/kusho) - **Year Founded:** 2023 - **HQ Location:** San Francisco, US - **Twitter:** @kushoai (162 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/kusho/ (12 employees on LinkedIn®) ### 12. [Langtail](https://www.g2.com/products/langtail/reviews) Langtail is a low-code platform designed to help teams thoroughly test AI applications, particularly those leveraging LLMs. Whether you’re developing chatbots, virtual assistants, or other LLM-powered solutions, Langtail empowers you to catch potential issues before they reach your users. **Who Is the Company Behind Langtail?** - **Seller:** [Langtail](https://www.g2.com/sellers/langtail) - **Year Founded:** 2023 - **HQ Location:** N/A - **LinkedIn® Page:** https://linkedin.com/company/langtail (7 employees on LinkedIn®) ### 13. [Leankoala](https://www.g2.com/products/leankoala/reviews) Leankoala is the new standard for website testing and monitoring. Using pattern recognition, automation and a lean symptom-based approach to quality management, its innovative Software-as-a-Service reduces efforts in testing and monitoring by up to 80%. Leankoala is the ideal companion for organizations that seek to work efficiently on their digital innovations - supporting the entire development cycle. Let your teams work on your product while we run your tests. **Who Is the Company Behind Leankoala?** - **Seller:** [Leankoala](https://www.g2.com/sellers/leankoala) - **HQ Location:** Schaffhausen, CH - **Twitter:** @leankoala (191 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/18024153 (3 employees on LinkedIn®) ### 14. [Momentic](https://www.g2.com/products/momentic/reviews) Momentic is an AI-powered testing platform designed to streamline software quality assurance by automating end-to-end (E2E), user interface (UI), API, and accessibility testing. By leveraging artificial intelligence, Momentic enables developers to create and maintain complex tests more efficiently, reducing manual effort and accelerating development cycles. The platform integrates seamlessly into existing workflows, supporting both local and cloud environments, and is compatible with major continuous integration/continuous deployment (CI/CD) tools. **Who Is the Company Behind Momentic?** - **Seller:** [Momentic](https://www.g2.com/sellers/momentic) - **Year Founded:** 2023 - **HQ Location:** San Francisco, US - **LinkedIn® Page:** https://www.linkedin.com/company/momentic-ai (41 employees on LinkedIn®) ### 15. [Mr Suricate](https://www.g2.com/products/mr-suricate/reviews) The Mr Suricate SaaS solution offers a broad range of automated tests and provides real-time bug detection 🕷 across websites, mobile apps, and APIs by replicating your users’ journeys. This ensures your audience enjoys the best possible experience. Key Advantages No-code: Automated tests accessible to all and quick to implement Zero integration: Easily integrated into your CI/CD via API Intuitive, collaborative platform with customizable KPIs tailored to your project context Dedicated Customer Success Manager supporting you end-to-end, from scenario design and creation to maintenance Functionalities Covered Front-end functional testing & back-end integration testing Mobile app testing API monitoring Production performance monitoring (availability, uptime, load time, and Web Core Vitals) SEO testing Datalayer / Tag management testing Graphic testing GreenIT testing Accessibility testing Graphic testing Load testing Advanced alerting system (email, SMS, Teams, Slack, …) **Who Is the Company Behind Mr Suricate?** - **Seller:** [Mr Suricate](https://www.g2.com/sellers/mr-suricate) - **Year Founded:** 2015 - **HQ Location:** NANTES, FR - **LinkedIn® Page:** https://www.linkedin.com/company/mr-suricate (35 employees on LinkedIn®) ### 16. [Ninjatest](https://www.g2.com/products/ninjatest/reviews) All around QA platform for automated and manual testing **Who Is the Company Behind Ninjatest?** - **Seller:** [Ninjatest](https://www.g2.com/sellers/ninjatest) - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®) ### 17. [Octoperf](https://www.g2.com/products/octoperf/reviews) OctoPerf is an enterprise-grade performance and load testing platform available as SaaS and on-premise, enabling engineering teams to simulate realistic traffic, identify bottlenecks, and validate application scalability at a lower cost than traditional enterprise tools. **Average Rating:** 4.0/5.0 **Total Reviews:** 1 **Who Is the Company Behind Octoperf?** - **Seller:** [OctoPerf](https://www.g2.com/sellers/octoperf) - **Year Founded:** 2016 - **HQ Location:** Aubagne, Provence-Alpes-Cote d'Azur - **Twitter:** @octoperf (1,097 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/octoperf/ (11 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 100% Mid-Market #### What Are Recent G2 Reviews of Octoperf? **"[Saas cloud testing platform](https://www.g2.com/survey_responses/octoperf-review-5250693)"** **Rating:** 4.0/5.0 stars *— Verified User in Information Technology and Services* [Read full review](https://www.g2.com/survey_responses/octoperf-review-5250693) --- #### What Are G2 Users Discussing About Octoperf? - [What is Octoperf used for?](https://www.g2.com/discussions/what-is-octoperf-used-for) ### 18. [Owlity](https://www.g2.com/products/owlity/reviews) The world’s first autonomous AI-driven QA solution. We put our 15 years of experience in AI QA SaaS that is better than your QA department. It clearly knows what, when and how to test. You don't have to have any QA knowledge. Just put URL of your web app and get a test report. Simple and comprehensive. **Who Is the Company Behind Owlity?** - **Seller:** [Owlity](https://www.g2.com/sellers/owlity) - **Year Founded:** 2024 - **HQ Location:** Nicosia, CY - **LinkedIn® Page:** https://www.linkedin.com/company/owlity/ (5 employees on LinkedIn®) ### 19. [Parrot QA](https://www.g2.com/products/parrot-qa/reviews) Parrot QA automates your cross browser testing without requiring a line of code. **Who Is the Company Behind Parrot QA?** - **Seller:** [Parrot QA](https://www.g2.com/sellers/parrot-qa) - **Year Founded:** 2017 - **HQ Location:** Oakland, US - **LinkedIn® Page:** http://www.linkedin.com/company/parrot-qa (1 employees on LinkedIn®) ### 20. [Pentest Collaboration Framework](https://www.g2.com/products/pentest-collaboration-framework/reviews) Pentest Collaboration Framework - an opensource, cross-platform and portable toolkit for automating routine processes when carrying out various works for testing! **Who Is the Company Behind Pentest Collaboration Framework?** - **Seller:** [GitLab Inc.](https://www.g2.com/sellers/gitlab-inc) - **Year Founded:** 2014 - **HQ Location:** San Francisco, California - **Twitter:** @gitlab (171,534 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/5101804/ (3,473 employees on LinkedIn®) ### 21. [Perceptyne Robots](https://www.g2.com/products/perceptyne-robots/reviews) Perceptyne Robots specializes in developing advanced, AI-driven, dual-arm robots designed for product assembly and packaging tasks. These next-generation robots integrate cutting-edge artificial intelligence with sophisticated mechanical design to enhance efficiency and precision in manufacturing processes. **Who Is the Company Behind Perceptyne Robots?** - **Seller:** [Perceptyne Robots](https://www.g2.com/sellers/perceptyne-robots) - **Year Founded:** 2021 - **HQ Location:** Hyderabad, IN - **LinkedIn® Page:** https://www.linkedin.com/company/perceptyne-robots (29 employees on LinkedIn®) ### 22. [Perfana](https://www.g2.com/products/perfana/reviews) Perfana enables enterprises to prevent and remove performance threats in their software that harm their customer experience, revenue, and operational efficiency. Solve the biggest software problems that hurt your business, by preventing them. Have your DevOps teams test their software performance quick, easy, and cost efficient. Perfana automates \>90% of the recurring actions of performance tests, making it fast, easy, and scalable to deliver performance insights to you development teams before they incur downtime, increase your operational costs, or slow down the time-to-market of your services. **Who Is the Company Behind Perfana?** - **Seller:** [Perfana](https://www.g2.com/sellers/perfana) - **Year Founded:** 2019 - **HQ Location:** Amsterdam, NL - **LinkedIn® Page:** https://www.linkedin.com/company/perfana (3 employees on LinkedIn®) ### 23. [PerfDog](https://www.g2.com/products/perfdog/reviews) PerfDog, developed by Tencent WeTest, is a cross-platform performance testing and analysis tool designed for QA engineers and developers. It provides real-time monitoring of 200+ performance metrics — including FPS, CPU, GPU, memory, battery, thermal, network, and proprietary indicators: Jank (frame rendering delay), Stutter (jank time proportion), Smooth Index (frame stability), FPower (per-frame energy consumption), BigJank (severe stutter exceeding 125 ms), and 1% Low (industry-standard smoothness benchmark) — across mobile, PC, and console applications. The tool functions without SDK embedding or device rooting, with below 1% impact on device CPU, allowing testing in a completely native environment. PerfDog supports Android, iOS, Windows, macOS, PlayStation, Xbox, Nintendo Switch, and VR platforms. Key capabilities include: — In-depth GPU counter analysis with full support for Qualcomm, Mali, PowerVR, and iOS GPUs, covering utilization, pixel throughput, overdraw, and bus bandwidth — Engine Mode for Unreal Engine and Unity, providing CPU scheduling analysis, thread status inspection, rendering screenshot analysis, and stat/profile data — Systrace Mode for Android system-level event tracing with timeline heat maps and thread analysis — Weak network simulation — configure latency, packet loss, jitter, and bandwidth using regional templates or custom parameters — Custom Data Extension for synchronizing application-specific metrics (DrawCall, Triangle, texture memory, scene labels) in real time via a socket API For automation workflows, PerfDogService provides gRPC-based APIs for multi-device parallel testing and CI/CD integration via Jenkins, GitLab CI, and GitHub Actions, supporting Python, C#, C++, Java, PHP, and Go. A cloud-based dashboard stores test data for visualization, comparison, annotation, and team collaboration. PerfDog is used by over 140 game companies worldwide, the top 10 global smartphone brands, and leading chip manufacturers. Over 200,000 applications tested with 20 million+ test sessions conducted globally. The tool is suitable for game performance testing, mobile app optimization, hardware benchmarking, CI/CD performance regression testing, and competitive product analysis. WeTest is certified under SOC 2 Type 2, ISO/IEC 27001:2013, ISO 9001:2015, ISO/IEC 20000-1, CMMI Maturity Level 3, and TMMI Maturity Level 3. **Average Rating:** 5.0/5.0 **Total Reviews:** 1 **Who Is the Company Behind PerfDog?** - **Seller:** [WeTest](https://www.g2.com/sellers/wetest) - **HQ Location:** Other, OO - **LinkedIn® Page:** https://www.linkedin.com/company/wetest-net (6 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 100% Small-Business #### What Are Recent G2 Reviews of PerfDog? **"[Essential Tool for Game Testing](https://www.g2.com/survey_responses/perfdog-review-12510656)"** **Rating:** 5.0/5.0 stars *— Aliya A.* [Read full review](https://www.g2.com/survey_responses/perfdog-review-12510656) --- ### 24. [QA Automation](https://www.g2.com/products/qa-automation/reviews) Trulit is an AI-powered QA platform that automates test case generation, defect management, and codeless test automation. Built for engineering teams that ship fast. **Who Is the Company Behind QA Automation?** - **Seller:** [Trulit](https://www.g2.com/sellers/trulit) - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/trulit (1 employees on LinkedIn®) ### 25. [QAmaster](https://www.g2.com/products/qamaster/reviews) QAmaster is developed to offer effective solutions to test automation challenges, especially those encountered in complex and dynamic software development processes. These solutions can be listed as follows: Test script management, Keyword-driven testing methodology, Continuous integration and delivery integration, A robust test framework, Compliance with Behavior-Driven Development (BDD) principles, Test case automation transition, Regression testing efficiency, Overcoming the complexity of cross-browser testing. QAmaster aims to make test automation in software projects more effective, faster, and more reliable by focusing on the challenges in software development processes. **Who Is the Company Behind QAmaster?** - **Seller:** [Virgosol Information and Software Solutions](https://www.g2.com/sellers/virgosol-information-and-software-solutions) - **Year Founded:** 2019 - **HQ Location:** İstanbul, TR - **LinkedIn® Page:** https://www.linkedin.com/company/virgosol (112 employees on LinkedIn®) ## What Is Automation Testing Tools? [DevOps Software](https://www.g2.com/categories/devops) ## What Software Categories Are Similar to Automation Testing Tools? - [Software Testing Tools](https://www.g2.com/categories/software-testing) - [Bug Tracking Software](https://www.g2.com/categories/bug-tracking) - [Mobile App Testing Software](https://www.g2.com/categories/mobile-app-testing) - [Load Testing Tools](https://www.g2.com/categories/load-testing-tools) - [Test Management Tools](https://www.g2.com/categories/test-management) - [SAP Store Software](https://www.g2.com/categories/sap-store) - [AI Software Testing Tools](https://www.g2.com/categories/ai-software-testing-tools) --- ## How Do You Choose the Right Automation Testing Tools? ### What You Should Know About Automation Testing Tools ### What are Automation Testing Tools? Automation testing tools, also known as test automation software, allow development teams to run prescripted tests on their applications before they are pushed into production. These tools give developers the means to set standard test parameters and automate their execution. While the setup for these standard testing frameworks requires initial effort, they are then run quickly, repeatedly, and automatically to the benefit of developer workloads over time, reducing the need for manual testing.  While the core concept that defines automation testing software is relatively straightforward, there exists a wide variety of tools based on the types of tests they handle. This includes, but is not limited to, user interface (UI) testing, desktop testing, and different types of performance testing. These tools can be run across programming languages and operating systems, including Python, Java, JavaScript, Windows, and more.  #### What Types of Automation Testing Tools Exist? There is a wide variety of automation testing tools on the market. These tools help test for a range of issues across several different use cases. These tests include:  **Desktop testing** Desktop testing tests the functionality, security, usability, and stability of an application after it is deployed. This includes desktop application testing tools such as Katalon Studios.  **User interface (UI) testing** UI testing tests the aspects that a user will come into contact with. This type of testing often focuses on visuals, as that is what the user most often sees and comes into contact with. UI testing alusuallyten tests for potential bugs.  **No-code testing** No-code testing is an automated form of testing that does not require the intervention of developers. Codeless testing frees up time for developers, as they do not need to get involved with potentially long, time-intensive testing.  **Mobile testing** Mobile device testing, or mobile applications testing, is the process by which mobile devices and applications are tested for areas such as functionality, usability, and consistency. As mobile apps and devices continue to become more common, this type of app testing will become increasingly important. An example of this is Appium. Appium is an open-source test automation framework for native, hybrid, and mobile web apps and web applications.  **Cross-browser testing** Cross-browser testing compares and analyzes the behavior of a website in various browser environments. This web testing ensures that the website has an optimal user experience across different web apps and services. An example of this is Selenium, an integrated development environment (IDE). Selenium WebDriver conducts automated regression testing across web browsers.  **API testing** API testing allows users to test APIs directly. This includes functional testing, as well as testing for reliability, performance, and security.  **Load testing** Load testing tools simulate real-world load environments for apps or websites in a safe, controlled environment. These testing tools will monitor and report on the performance of applications or websites to catch slowdowns or other issues. ### What are the Common Features of Automation Testing Tools? The following are some core features of test automation software:  **Test feedback:** Testers rely on test automation tools to automatically produce reports upon testing. These reports provide actionable insights when issues arise, giving development teams a jumping-off point to react accordingly. This feedback helps testers save time and effort hunting down bugs and solutions. **Test history:** ​​Test automation platforms maintain a thorough history of logs for future reference and analysis. Users rely on these test logs when tracking an issue across multiple cycles to determine possible causes. Test history serves as a roadmap that aids development teams working to resolve issues. **Custom parameters:** Most test automation tools allow users to define custom tests and test parameters to best suit their needs. This allows development teams to test the exact qualities of their software that warrant analysis without wasting time with irrelevant data. **Organization:** Test automation platfroms automatically notifies relevant team members with updates upon testing. Development teams also rely on test automation to accurately assign follow-up tasks when action is needed after testing. This takes effort within the software testing process off developers’ hands, freeing their time to focus on other aspects of development. ### What are the Benefits of Automation Testing Tools? While there are many facets to consider, some key benefits apply to the successful adoption of any automation testing platform. **Automate repetitive tasks:** As the name implies, test automation systems automate repetitive software testing tasks. These tasks are crucial to the software development process and time consuming when handled exclusively by developers. Implementing test automation software shifts the workload off of developers’ shoulders, allowing them to spend more time on their in-production applications. **Gain immediate insights on test outcomes:** Since automation testing solutions run outcome reports after each test and automatically compare test outcomes against previous tests and benchmarks, developers can easily diagnose software flaws. Without these tools, developers must compare test results manually or use less comprehensive software to handle analysis. Test automation software reports give teams a starting point by which they more effectively solve issues with their software. ### Who Uses Automation Testing Tools? As automation testing software is costly, enterprise companies are more likely to implement them. However, depending on the situation, these solutions may also represent worthwhile value for mid-market companies. **Enterprise development teams:** Enterprise development teams tend to have many software applications and updates in production simultaneously. Companies employing these teams often have the resources to justify the investment required to get test automation software set up, which then generates long-term value by saving time and effort indefinitely. **Mid-market development teams:** Depending on the situation and the tool selected, mid-market development teams find enough value in implementing test automation software to make the upfront investment worth it, despite their relatively smaller resource pool. ### What are the Alternatives to Automation Testing Tools? Alternatives that can replace test automation software, either partially or completely: [**Continuous integration (CI) tools**](https://www.g2.com/categories/continuous-integration): CI, or continuous testing, is the practice of frequently building and testing each change made to a codebase. Continuous testing involves developers uploading new code, or code changes, to a common code repository, which is then tested automatically at the time of upload to ensure changes do not cause issues or breaks. By automating tests, users ensure immediately their code is sound and that important software features are operating as expected. [**Software testing tools**](https://www.g2.com/categories/software-testing): Software testing tools give development teams the methods and tools to determine the quality of their software creation and improvement projects. Development teams use software testing tools to assess whether the software is usable, performs properly, meets development team goals, and satisfies overall requirements. Test automation software automates many of the more tedious tasks associated with software testing tools, meaning the two often go together. #### Software Related to Automation Testing Tools Related solutions that can be used together with test automation tools include: [**Bug tracking software**](https://www.g2.com/categories/bug-tracking): Bug tracking software, or issue tracking software, refers to software used by quality assurance (QA) and software development teams to report software bugs and problems. Thorough bug tracking is essential for good software development. Bug tracking software provides a repository that explains how to reproduce a bug and how widespread an issue is and allows a business to separate, prioritize, sequence, and provide communications about different bugs across many projects or applications. These tools can pair with test automation tools to automatically find new bugs and begin debugging. QA testing tools, including QA automation tools, help QA testers measure the quality of the software.  [**Test management software**](https://www.g2.com/categories/test-management): Test management tools help development teams manage, track, and maintain their software tests. Unlike software testing tools or test automation software, test management software is not designed to run software tests themselves. Instead, developers use test management solutions to maintain test cases and test results in a repository-like structure, which are then turned into actionable reports. ### Challenges with Automation Testing Tools Software solutions can come with their own set of challenges.  **Cost:** Test automation tools may be an expensive investment. Picking the right tool for the right job is crucial to ensure the investment is worthwhile.  **Thoroughness:** For test automation software to be effective, it needs to take testing tasks thoroughly and reliably off development teams’ workload. If a test automation tool requires too much human intervention to function reliably, the time and effort saved come into question.  **Test variety:** Some development teams have niche testing needs. When selecting the right test automation tool, one must ensure that their chosen software covers the right variety of testing types according to development need. A test automation software tool that is unable to automate development teams’ desired test types delivers a less valuable result. ### Which Companies Should Buy Automation Testing Tools? Automation testing tools and software can be used by almost any organization across industries and company sizes. In particular, any company that only has a limited number of developers can benefit from automation testing tools. These tools will help manage the workflow of the small team of developers and coders.  ### How to Buy Automation Testing Tools #### Requirements Gathering (RFI/RFP) for Automation Testing Tools The requirements for automation testing software will be dependent on which type the company is purchasing. A [load testing tool](https://www.g2.com/categories/load-testing-tools), for example, may have different requirements than an API testing tool. As mentioned earlier, one of the challenges of test automation software is just how niche it can get. It can be highly dependent on the individual organization’s needs and desires. A company also must consider what related technology it plans to purchase alongside the automation testing software.  #### Compare Automation Testing Products **Create a long list** Buyers should start by identifying which specific type of test automation software tool it is looking to purchase. Once the type of tool is identified, buyers can then use G2.com and other online resources to research the top products on the market.  **Create a short list** After identifying the exact type of automation testing tools needed, buyers can then dig deeper into which product fits their specific needs. Companies should consider the bandwidth of developers on their team, which could help determine whether they need a codeless tool. Companies should also consider what pre-existing software they already have on site, as well as what additional software they may need to purchase.  **Conduct demos** Companies should walk through a demo of each product they are considering purchasing. This allows them to get an up close and personal view of the testing platform, its functionality, and how it fits into the current test automation framework at the company. This allows organizations to initiate test creation to see how the test execution is performed in a test environment.  #### Selection of Automation Testing Tools **Choose a selection team** The selection team should include a mix of roles and titles that would interact with test automation software. First and foremost, at least one member of the development team should be involved, as the development team would be most likely to interact with the tool regularly. Other roles may be dependent on the automation testing use cases. If the tool purchased is for UI testing, roles such as site administrators and product managers may also need to be involved.  **Negotiation** While some test automation vendors will have a set cost for their product, others may be open to negotiation. Organizations should do their research prior to the negotiation phase to ensure that what they are asking for is a reasonable price.  **Final decision** Ultimately, organizations will need to decide which product they want to go forward with. Companies should consider what specific features, use cases, and capabilities they are looking for depending on their organizational needs.  ### How much do Automation Testing Tools cost? Automation testing software tends to be relatively expensive, meaning that a company must carefully weigh the benefits of using such software against the costs. These products span a wide variety of use cases and functionality. Development teams searching for a test automation solution should consider each product’s feature set to weigh the potential benefits against current operational costs.  #### Return on Investment (ROI) With the right tool applied in the right way, test automation software ultimately saves companies time, money, and effort indefinitely after the initial investment. Companies should compare the upfront costs of implementation to potential gains that can be had later down the line after implementation.  ### Implementation of Automation Testing Tools **How is Automation Testing Software Implemented?** As stated above, there is a wide variety of use cases and functionalities of test automation software. This means that implementation can often depend on the tool or the specific kind of testing being conducted.  Test automation software is often implemented through the cloud. There are tools for both desktop and mobile devices, including IoS and Android devices. Automation testing tools can also be open source, which will be important as open-source software continues to rise in popularity.  **Who is Responsible for Automation Testing Tool Implementation?** Developers are often key members of the implementation process, as they are the ones who will be using them regularly. QA team may be involved along with agile project managers in a DevOps environment. In reality, anyone involved in test coverage across the test suite could ultimately become involved.  **What Does the Implementation Process Look Like for Automation Testing Tools?** Companies should plan to run tests multiple times prior to going live in order to collect test data. This test data helps ensure that testing solutions work properly, and it identifies different potential problems before they occur. **When Should You Implement Automation Testing Tools?** Organizations should implement test automation systems once they have conducted initial testing on the tool. Once up and running, developers will be eager to utilize test automation software, as it saves them time and allows them to focus on other, more engaging activities.  ### Automation Testing Tools Trends **Smart automation software tools** As AI continues to develop as a technology, it is increasingly becoming integrated into different software testing tools. These “smart” tools are on the rise, particularly with staff that are missing developers and other resources due to labor shortages amid the Covid-19 pandemic. Automated tools are also beneficial because they are cost efficient and free up time for developers to work on other major projects and initiatives.  **IoT and API testing** IoT is another technology on the rise that will impact test automation software. The majority of data shared over IoT is connected through APIs. This means it will be increasingly critical to conduct API testing to ensure IoT-enabled devices are running smoothly.