Best Automation Testing Tools - Page 16

How Many Automation Testing Tools Products Does G2 Track?

Total Products under this Category: 302

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: QuerySurge (+0.26%) - Among all products in this category, QuerySurge recorded the largest rating increase compared to last month

Last updated: August 04, 2026

How Does G2 Rank Automation Testing Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 18,500+ Authentic Reviews
  • 302+ 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

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

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=testlio)

Sponsored

QuerySurge

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

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Full-stack Automated Software Testing

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?

FunTEST

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
  • Year Founded: 2022
  • HQ Location: Los Angeles, CA
  • LinkedIn® Page: www.linkedin.com
    4 employees on LinkedIn®

Greenspector Studio

Greenspector is the editor of Greenspector Studio

Who Is the Company Behind Greenspector Studio?

Gridlastic

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?

Hammer On-Demand

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
  • Year Founded: 1995
  • HQ Location: Massy, Île-de-France, France
  • Twitter: @Infovista
    2,290 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    835 employees on LinkedIn®

Humlix

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?

IBM DevOps Loop

Automate your software delivery process for increased productivity and operational efficiency.

Who Is the Company Behind IBM DevOps Loop?

  • Seller: IBM
  • Year Founded: 1911
  • HQ Location: Armonk, New York, United States
  • Twitter: @IBMSecurity
    74,660 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    328,202 employees on LinkedIn®
  • Ownership: SWX:IBM

IBM Z Development and Test Environment

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
  • Year Founded: 1911
  • HQ Location: Armonk, New York, United States
  • Twitter: @IBMSecurity
    74,660 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    328,202 employees on LinkedIn®
  • Ownership: SWX:IBM

iLTAF: Low Code Test Automation Tool

* 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?

Knapsack Pro

Automatically distribute your Ruby tests evenly across CI nodes and save hours per week.

Who Is the Company Behind Knapsack Pro?

  • Seller: Knapsack Pro
  • Year Founded: 2015
  • HQ Location: Kraków, PL
  • Twitter: @KnapsackPro
    400 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

kogiQA

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?

KushoAI

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
  • Year Founded: 2023
  • HQ Location: San Francisco, US
  • Twitter: @kushoai
    162 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    12 employees on LinkedIn®

Langtail

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
  • Year Founded: 2023
  • HQ Location: N/A
  • LinkedIn® Page: linkedin.com
    7 employees on LinkedIn®

Leankoala

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
  • HQ Location: Schaffhausen, CH
  • Twitter: @leankoala
    191 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

Momentic

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
  • Year Founded: 2023
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    41 employees on LinkedIn®
Adam Crivello
AC
Researched and written by Adam Crivello
Updated March 3, 2025