Best Automation Testing Tools - Page 17

How Many Automation Testing Tools Products Does G2 Track?

Total Products under this Category: 441

Category Stats (Nov 2026)

  • Average Rating: 4.47/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Maestro (+1.02%) - Among all products in this category, Maestro recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank Automation Testing Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 22,700+ Authentic Reviews
  • 441+ 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, Katalon, Testsigma, testRigor, QA Wolf, 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=katalon&focus%5B%5D=testsigma&focus%5B%5D=testrigor&focus%5B%5D=qa-wolf&focus%5B%5D=cyara-platform)

ConformIQ Creator

ConformIQ Creator is an AI-driven scriptless test design automation solution that enables users to create visual models and flowcharts of their applications under test. The software then leverages advanced algorithms to analyze these models and automatically generate optimized executable test cases, automated test scripts, test data, and validations to achieve full test coverage. Creator integrates with SDLC tools like JIRA and automates repetitive manual testing workflows.

Who Is the Company Behind ConformIQ Creator?

ConformIQ Designer

Automate Scriptless Test Design for Embedded Systems with ConformIQ Designer ConformIQ Designer automates scriptless test design for embedded systems, leveraging model-based testing (MBT) to generate optimized test cases directly from system models. This eliminates the need for manual scripting, ensuring comprehensive test coverage and improved efficiency. With seamless integration into CI/CD pipelines, it enhances test automation, reduces human errors, and accelerates development cycles. Ideal for complex embedded systems, ConformIQ Designer streamlines the testing process, making it faster, more accurate, and cost-effective

Who Is the Company Behind ConformIQ Designer?

ConformIQ Transformer

Simplify Test Execution with ConformIQ Transformer ConformIQ Transformer simplifies scriptless test design for embedded systems by automating test execution without the need for programming. It seamlessly converts manual and automated test cases into executable scripts, reducing execution time by up to 70%. Fully compatible with industry-standard SDLC tools and test design automation frameworks, Transformer enhances test coverage, improves DevOps workflows, and optimizes continuous testing. Ideal for embedded systems and web-based applications, it accelerates the test execution process while ensuring accuracy, scalability, and cost-effectiveness

Who Is the Company Behind ConformIQ Transformer?

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Connect G2 to Claude or ChatGPT for answers grounded in G2's trusted reviews, comparisons, and pricing from real user insights.

How it works

Continnum

Who Is the Company Behind Continnum?

  • Seller: Macrosoft
  • Year Founded: 1993
  • HQ Location: Bedminster, US
  • LinkedIn® Page: www.linkedin.com
    735 employees on LinkedIn®

CoTester

CoTester is a next-generation AI testing agent engineered for enterprise teams that demand both speed and precision. It learns your product context, translates JIRA stories or requirements into executable test logic, and runs them across real browsers and devices pausing at key checkpoints for human review. Its AgentRx self-healing engine automatically adapts tests to even major UI shifts during execution, from layout changes to full redesigns. With Git-based collaboration, encrypted data handling, CI/CD integration, and private cloud or on-prem deployment options, CoTester accelerates QA cycles for enterprises.

Who Is the Company Behind CoTester?

  • Seller: TestGrid
  • Year Founded: 2015
  • HQ Location: Atlanta, US
  • LinkedIn® Page: www.linkedin.com
    585 employees on LinkedIn®

CucumberStudio

#1 Collaboration platform for BDD. Deliver quality at the speed of modern business. Behavior-Driven Development is revolutionizing how organizations build software. CucumberStudio gives your team the platform to succeed with BDD. It's a single source of truth for BDD development your whole team will love. CucumberStudio was previously called HipTest.

Average Rating: 4.7/5.0

Total Reviews: 15

How Do G2 Users Rate CucumberStudio?

  • Has the product been a good partner in doing business?: 9.7/10 (Category avg: 9.2/10)

Who Is the Company Behind CucumberStudio?

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 41% Large, 29% Medium

What Are Recent G2 Reviews of CucumberStudio?

What Are G2 Users Discussing About CucumberStudio?

CueCast - AI-Powered Web Testing, Built for Reliability

CueCast helps QA, engineering, product, and operations teams turn real web workflows into reliable, repeatable regression tests without writing test scripts. Users record interactions directly in their application, manage reusable test steps, run tests in real browsers, and review screenshots, errors, and page context in one place. CueCast combines flexible element matching, browser-level input through Chrome DevTools Protocol, and automatic DOM fallback to improve replay resilience. AI assists with step descriptions and failure analysis, while recorded test steps remain the source of truth.

Who Is the Company Behind CueCast - AI-Powered Web Testing, Built for Reliability?

Cycle Labs

Cycle Labs offers a comprehensive test automation platform designed to enhance the efficiency and reliability of Warehouse Management Systems (WMS. By integrating Cycle's solutions, businesses can significantly reduce manual testing efforts, accelerate deployment cycles, and ensure their WMS operates at peak performance. The platform supports various WMS vendors, including Blue Yonder, Infios, and Manhattan, providing versatile and scalable testing capabilities tailored to diverse operational needs. Key Features and Functionality: - Performance and Regression Testing: Conduct full-scale regression tests and large-scale volume tests to ensure system stability and performance under varying conditions. - Application Agnostic: Compatible with any business system, including Enterprise Resource Planning (ERP), Warehouse Management, and Order Management Systems, offering flexibility across different platforms. - Risk Mitigation: Enables faster and more effective test execution, allowing teams to identify and resolve potential issues proactively before they impact operations. - User-Friendly Interface: Utilizes CycleScript, a human-readable programming language, making test creation and execution accessible to users with varying technical expertise. Primary Value and Problem Solved: Cycle Labs' test automation platform addresses the challenges associated with manual testing in WMS deployments, such as time consumption, high labor costs, and the risk of undetected errors. By automating the testing process, Cycle Labs helps organizations reduce support tickets by up to 50%, decrease manual testing efforts by 60%, and simulate production volumes up to ten times higher than manual methods. This leads to more efficient deployments, minimized operational disruptions, and enhanced confidence in system performance, ultimately driving operational excellence and cost savings.

Who Is the Company Behind Cycle Labs?

Datadog

Datadog is the monitoring, security and analytics platform for developers, IT operations teams, security engineers and business users in the cloud age. The SaaS platform integrates and automates infrastructure monitoring, application performance monitoring and log management to provide unified, real-time observability of our customers' entire technology stack. Datadog is used by organizations of all sizes and across a wide range of industries to enable digital transformation and cloud migration, drive collaboration among development, operations, security and business teams, accelerate time to market for applications, reduce time to problem resolution, secure applications and infrastructure, understand user behavior and track key business metrics.

Average Rating: 4.4/5.0

Total Reviews: 737

How Do G2 Users Rate Datadog?

  • Has the product been a good partner in doing business?: 8.5/10 (Category avg: 9.2/10)

Who Is the Company Behind Datadog?

  • Seller: Datadog
  • Company Website:
  • Year Founded: 2010
  • HQ Location: New York
  • LinkedIn® Page: www.linkedin.com
    10,780 employees on LinkedIn®
  • Ownership: NASDAQ: DDOG

Who Uses This Product?

  • Who Uses This: Software Engineer, DevOps Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 46% Medium, 33% Large

What Do G2 Reviewers Say About Datadog?

AI-generated summary from verified user reviews

Pros
  • Users value a unified observability view that brings logs, metrics, and traces together for easier monitoring and insights.
  • Users value clear, customizable dashboards that make relevant data easy to visualize and understand.
  • Users value unified visibility across applications, infrastructure, and services, helping them understand overall system health.
  • Users find the interface intuitive and easy to use, helping them navigate monitoring and streamline everyday operations.
  • Users value its broad integrations across cloud services and existing systems, with straightforward setup that connects their tools.
Cons
  • Users say costs are high and can rise quickly as infrastructure, data volume, and monitored services scale.
  • Users find the learning curve steep, with advanced features, queries, and dashboards taking time to master.
  • Users find the interface crowded with information and controls, making it feel overwhelming, especially at first.
  • Users find costs difficult to predict, track, and control, especially as usage and monitored environments scale.
  • Users find navigation confusing, with features and information difficult to locate across screens and dashboards.

What Are Recent G2 Reviews of Datadog?

What Are G2 Users Discussing About Datadog?

Datagaps BI Validator

The most comprehensive BI Validation Tool for Tableau, Oracle Analytics and Microsoft Power BI is explicitly designed for BI Testers and Analysts. BI Validator is a no-code BI Testing Tool to automate the Regression, Stress, Performance and Functional testing of BI Reports and Dashboards.

Who Is the Company Behind Datagaps BI Validator?

  • Seller: Datagaps
  • Year Founded: 2010
  • HQ Location: Herndon, US
  • LinkedIn® Page: www.linkedin.com
    131 employees on LinkedIn®

DeploySentinel

DeploySentinel is a comprehensive application performance monitoring (APM tool designed to enhance the reliability and efficiency of web applications. By simulating user interactions through automated end-to-end tests, DeploySentinel proactively identifies and addresses potential issues, ensuring optimal user experiences. Its intuitive interface and robust feature set make it an invaluable asset for development teams aiming to maintain high application performance standards. Key Features and Functionality: - Automated End-to-End Testing: DeploySentinel navigates through applications using browser-based tests, replicating real user behaviors to detect and resolve issues promptly. - Comprehensive Monitoring: The platform continuously runs tests in production environments, providing real-time insights into application performance and user experience. - Detailed Reporting and Debugging Tools: DeploySentinel offers in-depth reports and intuitive debugging tools, facilitating quick identification and resolution of performance bottlenecks. - Seamless Integrations: The tool integrates with popular CI/CD pipelines and communication platforms like Slack, enabling streamlined workflows and immediate notifications of test results. - Network Latency Analysis: Users can identify slow API endpoints and monitor their performance trends over time, aiding in continuous optimization efforts. Primary Value and User Solutions: DeploySentinel addresses the critical need for proactive application monitoring by automating the detection of performance issues before they impact end-users. By simulating real user interactions and continuously testing in live environments, it ensures that applications function seamlessly, reducing downtime and enhancing user satisfaction. The platform's detailed analytics and integration capabilities empower development teams to make informed decisions, optimize performance, and maintain a competitive edge in delivering high-quality web applications.

Who Is the Company Behind DeploySentinel?

DesignWise

The AI-powered DesignWise test optimization tool is used to generate efficient and effective software testing scenarios that allow users to achieve higher coverage in fewer tests. Our low-code test optimization solution easily integrates into existing workflows, transitions smoothly into a wide variety of test automation tools, and has a proven track record in all kinds of development and testing environments. Our software (formerly "Hexawise") is used for functional testing (both black box and "grey box"​ testing) on applications with any kind of underlying code language, and is also useful for UAT testing, Assembly Testing, Systems Integration Testing, Product Testing, Configuration Testing, and more. The benefits delivered by the DesignWise tool are dramatic and objectively measurable. Common results include: - Time and cost savings from faster test case design via AI-powered model generation (It typically takes about half as long to identify and document test cases using DesignWise vs. manual test case selection methods), - Time and cost savings from faster test execution (It usually takes less than half as long to execute DesignWise test cases to achieve the same quality/thoroughness because fewer tests will be required to execute), and - Decreased costs of defect resolution from the ability of DesignWise AI-generated test cases to find a greater percentage of bugs earlier in the development life cycle. Our most common users are those within IT organizations who are responsible for test design and senior-level project management (e.g., generally the people who document test plans and test scripts; generally they also manage testers and work with the requirements documents written by Business Analysts). Additional users include Developers, Senior-Level IT stakeholders, Project Managers, Testers, and Business Analysts.

Average Rating: 4.3/5.0

Total Reviews: 12

How Do G2 Users Rate DesignWise?

  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 9.2/10)

Who Is the Company Behind DesignWise?

  • Seller: Sembi
  • Year Founded: 2023
  • HQ Location: Austin, US
  • LinkedIn® Page: www.linkedin.com
    114 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 86% Large, 7% Medium

What Are Recent G2 Reviews of DesignWise?

What Are G2 Users Discussing About DesignWise?

Adam Crivello
AC
Researched and written by Adam Crivello
Updated March 3, 2025