# Best Automation Testing Tools - Page 16 ## How Many Automation Testing Tools Products Does G2 Track? **Total Products under this Category:** 301 ### Category Stats (Aug 2026) - **Average Rating:** 4.46/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product:** Applitools (+0.46%) - Among all products in this category, Applitools recorded the largest rating increase compared to last month _Last updated: August 01, 2026_ ## How Does G2 Rank Automation Testing Tools Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 18,400+ Authentic Reviews - 301+ Products - Unbiased Rankings G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category. ## G2 Grid® for Automation Testing Tools ![G2 Grid® for Automation Testing Tools plotting products by satisfaction and market presence](https://www.g2.com/categories/automation-testing-tools/grids.png?focus%5B%5D=138773&focus%5B%5D=6218&focus%5B%5D=126538&focus%5B%5D=51074&focus%5B%5D=23650&focus%5B%5D=144446&focus%5B%5D=31741&focus%5B%5D=96648) Highlighted products: BrowserStack, UiPath Agentic Automation, Keysight Eggplant, Testsigma, Katalon, QA Wolf, ACCELQ, and Cyara Platform. Underlying data: [Grid® JSON](https://www.g2.com/categories/automation-testing-tools/grids.json?focus%5B%5D=browserstack&focus%5B%5D=uipath-agentic-automation&focus%5B%5D=keysight-eggplant&focus%5B%5D=testsigma&focus%5B%5D=katalon&focus%5B%5D=qa-wolf&focus%5B%5D=accelq&focus%5B%5D=cyara-platform) **Sponsored** ### Speechmatics Speechmatics: Best-in-Market Speech-to-Text & Voice AI for Enterprises Speechmatics delivers industry-leading Speech-to-Text and Voice AI solutions, designed for enterprises that demand best-in-class accuracy, security, and flexibility. Our enterprise-grade APIs provide real-time and batch transcription with unmatched precision—across the widest range of languages, dialects, and accents. Built on Foundational Speech Technology, Speechmatics powers mission-critical voice applications, from media & entertainment to contact centers, financial services, healthcare and beyond. With on-premises and cloud deployment options, businesses can ensure data security and compliance while unlocking the full potential of their voice data. Trusted by global leaders, Speechmatics is the go-to solution for enterprises looking to transcribe, analyze, and understand speech with unrivaled accuracy. 🔹Unmatched Accuracy – Industry-best transcription across diverse languages & accents 🔹Flexible Deployment – Cloud, on-prem, and hybrid solutions 🔹Enterprise-Grade Security – Full control over your data 🔹Real-Time & Batch Processing – Instant or large-scale transcription Power your Speech-to-Text and Voice AI applications with Speechmatics today. 🚀 [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=2026-08-02T18%3A22%3A59Z&secure%5Bdisplayable_resource_id%5D=406&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=retargeted_product&secure%5Bplacement_resource_ids%5D%5B%5D=84794&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=84794&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%3Fpage%3D16%26post_lead_product%3Daccelq&secure%5Btoken%5D=775e08705177cc3d4981093e151b740330e36381408e939775a51a44ec73fd46&secure%5Burl%5D=https%3A%2F%2Fwww.speechmatics.com%3Futm_source%3Dg2%26utm_media%3Dpaid-media&secure%5Burl_type%5D=custom_url) ### [Full-stack Automated Software Testing](https://www.g2.com/products/full-stack-automated-software-testing/reviews) Accelerate development and eliminate bugs before they reach users. Our AI-backed QA-as-a-Service delivers automated testing, robust validation, and full-stack support for reliable, scalable software. #### Who Is the Company Behind Full-stack Automated Software Testing? - **Seller:** [Pariksa](https://www.g2.com/sellers/pariksa) - **HQ Location:** N/A - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fc486cdde66cf0366d49c9e33d9139b4b9e08f5eddd927d8611478695a05d8c8&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpariksa%2F&secure%5Burl_type%5D=linkedin_company_website) 1 employees on LinkedIn® ### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=102f5b3c09b56a4b41781791122b9bffec6d5d64b609bbdd28af3bfc5e583f53&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ffpc-usa%2F&secure%5Burl_type%5D=linkedin_company_website) 4 employees on LinkedIn® ### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6c9d5f0eb7f98ca870d449d44c7cb2e8d6b017046112e9da3df75cc90bf57ba1&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10401509&secure%5Burl_type%5D=linkedin_company_website) 14 employees on LinkedIn® ### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8398ae87315ddbf0d0fc977093f71bbc530dc09653e0ee696a4835f8e290e826&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fgridlastic-llc&secure%5Burl_type%5D=linkedin_company_website) 2 employees on LinkedIn® ### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6c878d8a2e30636efcd8a94b17777f691a7f10d819c302e9ffa90a79278a2c11&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Finfovista%2F&secure%5Burl_type%5D=linkedin_company_website) 835 employees on LinkedIn® ### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website) 1 employees on LinkedIn® ### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=14b544adaece4fdbc987f1d7f7028048c22259946811200cc751263825586af9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1009%2F&secure%5Burl_type%5D=linkedin_company_website) 328,202 employees on LinkedIn® - **Ownership:** SWX:IBM ### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=14b544adaece4fdbc987f1d7f7028048c22259946811200cc751263825586af9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1009%2F&secure%5Burl_type%5D=linkedin_company_website) 328,202 employees on LinkedIn® - **Ownership:** SWX:IBM ### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2cdab78b74a16929685501e316cbf023f948555ba093ff37b02441ee022e8e86&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fideyalabs&secure%5Burl_type%5D=linkedin_company_website) 311 employees on LinkedIn® ### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a278354f74f083c49623d2e99d497d417a55d425d118da9c1b4f4aae119fab1a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fknapsackpro%2F&secure%5Burl_type%5D=linkedin_company_website) 3 employees on LinkedIn® ### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2dbce33028358bd120fcb19a772386474970a75bbb7dc293d7dc4b2f26a0b504&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fatagon-gmbh%2F&secure%5Burl_type%5D=linkedin_company_website) 2 employees on LinkedIn® ### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c9ebd3ea389f5514bdf784eb552da9ea8e8c43d4b00a4eb32e25bf1c762adeab&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fkusho%2F&secure%5Burl_type%5D=linkedin_company_website) 12 employees on LinkedIn® ### [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:** [linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4b73de1b4c1a2a03c929dbed9052504032bb039ecc6282e289116315d7956384&secure%5Burl%5D=https%3A%2F%2Flinkedin.com%2Fcompany%2Flangtail&secure%5Burl_type%5D=linkedin_company_website) 7 employees on LinkedIn® ### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7c51f8ab49db3a14af83688084ca3c0d838004712c87561d8cc5a168328a7882&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F18024153&secure%5Burl_type%5D=linkedin_company_website) 3 employees on LinkedIn® ### [Momentic](https://www.g2.com/products/momentic/reviews) Momentic is the agentic test automation platform built for engineering teams who ship fast and can't afford to let QA slow them down. Powered by AI agents that understand your application the way a human would, Momentic writes, runs, and maintains end-to-end tests automatically, freeing engineers from the endless cycle of flaky scripts and brittle test maintenance. Teams write tests in plain English, and Momentic handles the rest: creation, execution, and ongoing maintenance as the product evolves. Momentic learns a product's unique workflows by analyzing documentation, codebases, and tools like Jira, Linear, and Figma, so tests stay contextually relevant rather than generic. When the UI changes, self-healing capabilities automatically update affected tests, cutting down on the manual upkeep and flakiness that plague traditional automation tools like Selenium, Cypress, and Playwright. Momentic supports testing across web, iOS, and Android, with tests authored once and run consistently across environments. Built-in failure recovery means that when a test hits a transient issue, the AI agent diagnoses it, takes corrective action, and retries the step automatically. This keeps test results high-signal, surfacing real regressions instead of noise. A step caching layer speeds up test runs by reusing known element data, with intelligent invalidation when something meaningful changes. Teams like Notion, Framer, Webflow, and Xero rely on Momentic to catch regressions before production, reduce the manual QA burden on engineers, and keep pace with rapid development cycles without adding headcount. Quora cut daily test execution time from seven hours to 30 minutes, replacing over 500 manual test cases with automated coverage. Retool increased release cadence eightfold and saved more than 40 engineering hours per month after automating manual QA with Momentic. What sets Momentic apart is its agentic approach. Rather than bolting AI onto legacy record-and-playback tooling, Momentic was built from the ground up around autonomous agents that reason about your application and adapt as it changes, closer to having an AI-native QA engineer embedded in your workflow. Founded by engineers who lived the pain of flaky test suites firsthand, Momentic is built for teams at Series A and beyond who need enterprise-grade reliability without enterprise-grade complexity. Explore how Momentic helps engineering teams eliminate test maintenance overhead, accelerate release velocity, and scale quality assurance alongside their product. #### Who Is the Company Behind Momentic? - **Seller:** [Momentic](https://www.g2.com/sellers/momentic) - **Year Founded:** 2023 - **HQ Location:** San Francisco, US - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=adef941c0954f1df4b89c6ef40ccf129ee689f4350ff4223d8e8ecaa6297eb9a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmomentic-ai&secure%5Burl_type%5D=linkedin_company_website) 41 employees on LinkedIn® - [‹ Prev‹ Prev](/categories/automation-testing-tools?order=g2_score&page=15&post_lead_product=accelq#product-list) - [1](/categories/automation-testing-tools?order=g2_score&post_lead_product=accelq#product-list) - [2](/categories/automation-testing-tools?order=g2_score&page=2&post_lead_product=accelq#product-list) - … - [12](/categories/automation-testing-tools?order=g2_score&page=12&post_lead_product=accelq#product-list) - [13](/categories/automation-testing-tools?order=g2_score&page=13&post_lead_product=accelq#product-list) - [14](/categories/automation-testing-tools?order=g2_score&page=14&post_lead_product=accelq#product-list) - [15](/categories/automation-testing-tools?order=g2_score&page=15&post_lead_product=accelq#product-list) - 16 - [17](/categories/automation-testing-tools?order=g2_score&page=17&post_lead_product=accelq#product-list) - [18](/categories/automation-testing-tools?order=g2_score&page=18&post_lead_product=accelq#product-list) - [19](/categories/automation-testing-tools?order=g2_score&page=19&post_lead_product=accelq#product-list) - [20](/categories/automation-testing-tools?order=g2_score&page=20&post_lead_product=accelq#product-list) - [21](/categories/automation-testing-tools?order=g2_score&page=21&post_lead_product=accelq#product-list) - [Next ›Next ›](/categories/automation-testing-tools?order=g2_score&page=17&post_lead_product=accelq#product-list) Spotlight Categories [Event Registration and Ticketing Software](https://www.g2.com/categories/event-registration-ticketing) [Managed Detection and Response (MDR) Software](https://www.g2.com/categories/managed-detection-and-response-mdr) [Revenue Operations & Intelligence (RO&I) Software](https://www.g2.com/categories/revenue-operations-intelligence-ro-i) [Relational Databases](https://www.g2.com/categories/relational-databases) [Account-Based Orchestration Platforms](https://www.g2.com/categories/account-based-orchestration-platforms) 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 Show More * * * ## 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.