Best Automation Testing Tools - Page 3

How Many Automation Testing Tools Products Does G2 Track?

Total Products under this Category: 304

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
  • 18,600+ Authentic Reviews
  • 304+ 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

Plooto

Plooto is the all-in-one payment automation platform that helps small and midsize businesses—and their accountants and bookkeepers—streamline accounts payable and receivable in one secure, easy-to-use solution. With automated workflows, built-in controls, and seamless accounting software integration, Plooto reduces manual work, minimizes risk, and eliminates costly human errors. Designed to keep businesses in the driver's seat, Plooto ensures that funds move with explicit approvals and full visibility—helping firms and their clients save time, stay compliant, and scale with confidence. Founded in 2014 and headquartered in Toronto, Plooto serves over 14,000 businesses across North America and integrates with QuickBooks, Xero, and NetSuite for effortless reconciliation. Learn more at www.plooto.com.  Put payments on autopilot Automate client accounts payable and accounts receivable and spend more time focusing on adding value for your clients. Take advantage of more payment options Give your clients flexibility around how they want to make payments, from EFT/ACH and credit cards to foreign exchange transactions. Manage payments precisely and optimize for the best cash flow, in real time. Customize workflows and approvals Get ongoing safeguards without ongoing effort. Establish custom approval workflows that trigger and notify approvers based on rules you or your clients set. Reduce manual data entry Save time, reduce human errors, and scale back manual entry with two-way syncing of suppliers, customers, bills, invoices, and payments in clients’ accounting software. Manage all your clients in one place Review client approvals and payments in one simplified platform via your client management dashboard.

Visit website

Test IO

For more than a decade, Test IO has been a trusted testing partner for hundreds of iconic brands – tightly collaborating to deliver exceptional product experiences to customers around the globe - while also creating professional opportunities for the more than 400k (and growing!) diverse members of our international crowdtesting community. Since joining NYSE: EPAM in 2019, we've aggressively advanced our capabilities across quality engineering and professional testing services - maintaining our longstanding position as a leader in crowdtesting and quality assurance - while also gaining recognition by Gartner as a Leader in Application Testing Services.

Average Rating: 4.3/5.0

Total Reviews: 71

How Do G2 Users Rate Test IO?

  • Reliability: 8.3/10 (Category avg: 8.7/10)
  • Thoroughness: 8.3/10 (Category avg: 8.7/10)
  • Test Feedback: 8.9/10 (Category avg: 8.8/10)
  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 9.2/10)

Who Is the Company Behind Test IO?

  • Seller: EPAM Systems, Inc.
  • Year Founded: 1993
  • HQ Location: Newburyport, Massachusetts
  • Twitter: @EPAMSYSTEMS
    9,431 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    65,676 employees on LinkedIn®
  • Ownership: NYSE:EPAM

Who Uses This Product?

  • Top Industries: Retail, Computer Software
  • Company Size: 58% Medium, 33% Small

What Are Recent G2 Reviews of Test IO?

What Are G2 Users Discussing About Test IO?

Semaphore

We’re excited to announce that Semaphore’s core CI/CD platform is officially open source. Now, you can explore, tweak, and contribute to the same production-grade code that’s powered your builds and deployments—all under the Apache 2.0 license. Find the GitHub repo here: https://github.com/semaphoreio/semaphore Semaphore CI/CD helps product teams ship software faster, with quality and security. 🚀 Features Blazing-fast CI/CD – Get your builds & deployments done in record time. Simple yet powerful – YAML-based config, parallel execution, and more! Scales with you – From solo developers to massive engineering teams. Built for the modern cloud – Works seamlessly with containers, Kubernetes, and multi-cloud environments.

Average Rating: 4.7/5.0

Total Reviews: 193

How Do G2 Users Rate Semaphore?

  • Reliability: 9.0/10 (Category avg: 8.7/10)
  • Thoroughness: 9.1/10 (Category avg: 8.7/10)
  • Test Feedback: 9.3/10 (Category avg: 8.8/10)
  • Has the product been a good partner in doing business?: 9.6/10 (Category avg: 9.2/10)

Who Is the Company Behind Semaphore?

  • Seller: Semaphore
  • Company Website:
  • Year Founded: 2009
  • HQ Location: Vojvodina, Serbia
  • Twitter: @semaphoreci
    6,227 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    23 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CTO, Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 66% Small, 27% Medium

What Do G2 Reviewers Say About Semaphore?

AI-generated summary from verified user reviews

Pros
  • Users commend the swift and reliable customer support of Semaphore, highlighting their initiative in resolving issues effectively.
  • Users value the fast and helpful support that provides tailored solutions and clear documentation.
  • Users value the reliable performance of Semaphore, significantly enhancing developer productivity and reducing CI/CD times.
  • Users find Semaphore to be easy to use, with a straightforward setup and responsive support enhancing their experience.
  • Users appreciate the easy integrations of Semaphore, facilitating seamless feature integration and boosting developer productivity.
Cons
  • Users find difficult navigation challenging at times, especially when adapting to Semaphore compared to other CI tools.
  • Users express concerns about poor customer support, particularly regarding response times and time zone differences.
  • Users find the documentation confusing, often struggling to navigate advanced configuration options for complex CI workflows.
  • Users experience slow performance with Semaphore, especially during agent responses and deployment template resolutions.
  • Users find the lack of permission management frustrating, often relying on workarounds to navigate Semaphore's complexities.

What Are Recent G2 Reviews of Semaphore?

What Are G2 Users Discussing About Semaphore?

Applitools

Applitools is a test automation platform that helps engineering teams release software with confidence by replacing the guesswork of probabilistic AI with deterministic, reproducible test results. As organizations ship AI-influenced code faster, they face a growing visibility problem: AI-generated code validated by opaque AI agents creates a cycle of unquantifiable risk. Applitools provides a deterministic, outside vantage point, comparing your evolving product against a trusted production baseline to deliver a verifiable Go/No-Go signal at every release. At the core of the platform is a Deterministic Language Model (DLM) combined with Visual AI. The DLM converts plain English test intent into repeatable, debuggable steps with no LLM involvement at runtime, eliminating AI drift and flaky CI results. Visual AI replaces brittle DOM assertions with single-line visual snapshots that simulate how a real user sees your application, filtering out rendering noise and surfacing actual regressions. Together, they eliminate the maintenance tax of legacy test automation, shifting engineering time away from fixing broken scripts and toward building better test coverage. Core capabilities: - Visual AI testing replaces brittle DOM assertions with single-line visual snapshots that simulate how a real user sees your application, filtering out rendering noise and surfacing actual regressions - Deterministic Language Model (DLM) converts plain English test intent into repeatable, debuggable steps with no LLM involvement at runtime, eliminating AI drift and flaky CI results - Cross-browser and cross-device test coverage runs across thousands of browser and device combinations without local grid infrastructure or maintenance overhead - Framework-native SDKs integrate directly into Selenium, Cypress, Playwright, Appium, and Storybook, so teams keep existing tooling and workflows - Automated baseline management groups related visual differences across browsers and resolutions for bulk one-click acceptance, reducing test maintenance as suites scale Applitools supports functional, visual, accessibility, API, component, and data-driven testing across web, mobile, desktop, PDFs, and documents, providing a consistent quality signal from design through production.

Average Rating: 4.3/5.0

Total Reviews: 86

How Do G2 Users Rate Applitools?

  • Reliability: 8.4/10 (Category avg: 8.7/10)
  • Thoroughness: 8.7/10 (Category avg: 8.7/10)
  • Test Feedback: 8.8/10 (Category avg: 8.8/10)
  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 9.2/10)

Who Is the Company Behind Applitools?

  • Seller: Applitools
  • Company Website:
  • Year Founded: 2015
  • HQ Location: Reston, US
  • Twitter: @Applitools
    6,328 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    122 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 40% Large, 36% Medium

What Do G2 Reviewers Say About Applitools?

AI-generated summary from verified user reviews

Pros
  • Users highlight the ease of use of Applitools, appreciating its smooth setup and efficient visual testing capabilities.
  • Users value the automation capabilities of Applitools, streamlining visual testing and enhancing workflow efficiency significantly.
  • Users value the wide browser compatibility of Applitools, enhancing testing efficiency across various devices.
  • Users value the easy integrations of Applitools, enhancing automation tool compatibility and streamlining testing workflows.
  • Users value the efficiency improvement Applitools offers, significantly reducing manual checks and saving time on visual testing.
Cons
  • Users find the complexity of Applitools frustrating, particularly with test execution and baseline management challenges.
  • Users find Applitools to be expensive, limiting its appeal for larger teams and companies with budget constraints.
  • Users find the poor UI of Applitools clunky and difficult to navigate, impacting the overall user experience.
  • Users find the difficult learning curve of Applitools challenging, especially for advanced configurations and complex integrations.
  • Users find difficult navigation in Applitools' web interface for large test batches, impacting usability and efficiency.

What Are Recent G2 Reviews of Applitools?

What Are G2 Users Discussing About Applitools?

Original Software

Our testing platform has been helping businesses deliver better quality software for over 25 years. Original Software allows the centralized automation, capture and management of testing across your ERP and any other integrated application out-of-the-box. It’s super easy to start using with pre-built test case templates, and 100% code-free so it’s painless for business users to run. No technical knowledge needed: your business users can capture tests effortlessly. Original Software is able to bring immediate efficiencies over spreadsheets and screenshots: typically reducing testing time by 50%, while AI-enabled test automation is ready for when you want to take the time-savings to the next level and build full automated regression capability without needing to code. Are you running an on-premise, cloud, custom app or green screen application? No drama. The Original Software platform tests across any and all of them.

Average Rating: 4.8/5.0

Total Reviews: 15

How Do G2 Users Rate Original Software?

  • Reliability: 9.1/10 (Category avg: 8.7/10)
  • Thoroughness: 9.2/10 (Category avg: 8.7/10)
  • Test Feedback: 9.5/10 (Category avg: 8.8/10)
  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.2/10)

Who Is the Company Behind Original Software?

Who Uses This Product?

  • Company Size: 47% Small, 33% Medium

What Do G2 Reviewers Say About Original Software?

AI-generated summary from verified user reviews

Pros
  • Users commend the seamless integrations of Original Software, enhancing testing processes and minimizing manual efforts.
  • Users find the user-friendly interface of Original Software enhances onboarding and boosts testing efficiency.
  • Users appreciate the significant efficiency improvements in testing processes, enabling quicker onboarding and reduced manual workload.
  • Users commend the efficiency improvement from Original Software, enhancing testing processes with user-friendly functionality.
  • Users commend the ease of use and excellent specific features that enhance productivity and streamline testing processes.
Cons
  • Users find it challenging to reference screen names and often struggle with test assignment difficulties due to surname usage.
  • Users face access restrictions with Original Software, as Test Assist is not available through MS Teams.
  • Users find the complex configuration for advanced features challenging and integration with CI/CD tools lacking.
  • Users find the complex setup necessary for advanced features can be challenging and time-consuming.
  • Users find the difficult learning curve challenging initially, but support helps ease the transition to success.

What Are Recent G2 Reviews of Original Software?

MuukTest

MuukTest is a specialized test automation solution designed to assist growing engineering teams in ensuring software quality efficiently and effectively. This platform integrates advanced testing methodologies with the expertise of QA architects, allowing teams to streamline their testing processes and focus on product development without the burden of managing software quality themselves. Targeted primarily at software development teams in fast-paced environments, MuukTest caters to organizations that prioritize rapid deployment and continuous integration. As companies scale, the complexity of software testing often increases, leading to potential delays and quality issues. MuukTest addresses these challenges by providing a comprehensive suite of testing services that can adapt to the specific needs of each project, enabling teams to maintain high standards of quality while accelerating their development cycles. By leveraging MuukTest, engineering teams can significantly enhance their productivity and software quality. The platform not only alleviates the pressure of managing testing processes but also provides access to a team of QA experts who bring valuable insights and best practices to the table. This combination of technology and expertise allows organizations to innovate faster while minimizing the risk of defects and ensuring a smoother user experience. As a result, MuukTest stands out as a vital resource for engineering teams looking to optimize their software development lifecycle.

Average Rating: 4.5/5.0

Total Reviews: 27

How Do G2 Users Rate MuukTest?

  • Reliability: 7.6/10 (Category avg: 8.7/10)
  • Thoroughness: 7.5/10 (Category avg: 8.7/10)
  • Test Feedback: 7.8/10 (Category avg: 8.8/10)
  • Has the product been a good partner in doing business?: 9.8/10 (Category avg: 9.2/10)

Who Is the Company Behind MuukTest?

  • Seller: MuukTest
  • Year Founded: 2018
  • HQ Location: Raleigh - North Carolina - United States
  • Twitter: @MuukTest
    239 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    48 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 81% Small, 19% Medium

What Do G2 Reviewers Say About MuukTest?

AI-generated summary from verified user reviews

Pros
  • Users value the automation capabilities of MuukTest, allowing them to focus on development while outsourcing testing.
  • Users value the ease of use of MuukTest, as it allows them to focus on development without testing distractions.
  • Users value the functional testing services of MuukTest, allowing them to concentrate on development while outsourcing testing.
  • Users appreciate the implementation ease of MuukTest, allowing them to focus on development while outsourcing testing.

What Are Recent G2 Reviews of MuukTest?

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

Average Rating: 4.6/5.0

Total Reviews: 36

How Do G2 Users Rate QuerySurge?

  • Reliability: 8.9/10 (Category avg: 8.7/10)
  • Thoroughness: 8.6/10 (Category avg: 8.7/10)
  • Test Feedback: 8.8/10 (Category avg: 8.8/10)
  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 9.2/10)

Who Is the Company Behind QuerySurge?

  • Seller: QuerySurge
  • Company Website:
  • Year Founded: 2012
  • HQ Location: New York, US
  • Twitter: @QuerySurge
    6,537 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    7 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 43% Large, 30% Medium

What Do G2 Reviewers Say About QuerySurge?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of QuerySurge, facilitating efficient data testing and simplifying workflows with AI integration.
  • Users value the intuitive AI chat engine of QuerySurge, which simplifies test creation and boosts productivity significantly.
  • Users love the automation capabilities of QuerySurge, enabling efficient data testing and faster development cycles.
  • Users appreciate the powerful data handling capabilities of QuerySurge, enhancing efficiency in large-scale data testing.
  • Users praise the easy setup of QuerySurge, enhancing productivity and streamlining onboarding for teams.
Cons
  • Users note the limited data source support in QuerySurge, requiring extra steps for JSON validation and reducing efficiency.
  • Users note a lack of support for JSON and REST API sources, complicating the validation process for modern data pipelines.
  • Users experience inaccuracy issues with differing failure counts, reducing clarity and complicating data validation efforts.
  • Users often experience slow performance with QuerySurge, especially during complex operations and with large datasets.
  • New users may find the complex setup of QuerySurge daunting, especially with advanced configurations and large datasets.

What Are Recent G2 Reviews of QuerySurge?

mabl

mabl is the agentic testing platform that gives you coverage that builds itself, runs itself, and fixes itself, so teams can ship at the speed of AI coding agents with confidence. AI-native since 2017, mabl's skills operate as one system to actively maintain coverage, surface quality signals across your portfolio, and work alongside the tools and pipelines your team already runs. Trusted by industry leaders like Mercedes-Benz, LendingClub Bank, and JetBlue, mabl helps engineering and quality teams fully realize the speed and benefits of agentic development.

Average Rating: 4.4/5.0

Total Reviews: 39

How Do G2 Users Rate mabl?

  • Reliability: 9.0/10 (Category avg: 8.7/10)
  • Thoroughness: 8.8/10 (Category avg: 8.7/10)
  • Test Feedback: 9.1/10 (Category avg: 8.8/10)
  • Has the product been a good partner in doing business?: 9.3/10 (Category avg: 9.2/10)

Who Is the Company Behind mabl?

  • Seller: mabl
  • Year Founded: 2016
  • HQ Location: Boston, Massachusetts
  • Twitter: @mablhq
    1,629 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    113 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 45% Medium, 35% Small

What Do G2 Reviewers Say About mabl?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of mabl, allowing quick test creation and seamless transitions between test types.
  • Users value the speed and efficiency of mabl in automating frontend and API tests, enhancing their productivity.
  • Users commend mabl for its exceptional customer support, noting quick responses and helpful resolutions to issues.
  • Users love the quick support and responsiveness from mabl's team, enhancing their overall experience significantly.
  • Users enjoy the fast test creation with mabl, significantly reducing time from planning to deployment.
Cons
  • Users note insufficient information on desktop application coverage and limited AI features in Mabl's reporting capabilities.
  • Users find mabl's setup and execution slow and cumbersome, hindering their overall development efficiency.
  • Users find testing limitations frustrating, particularly regarding slow cloud runs and restricted selector creation for skilled testers.
  • Users experience slow cloud runs and find local run limitations frustrating, impacting workflow efficiency.
  • Users find mabl's setup to be a highly complicated process, ultimately consuming more time than anticipated.

What Are Recent G2 Reviews of mabl?

What Are G2 Users Discussing About mabl?

Cypress

Cypress is a front end automated testing tool, created for the modern web. It provides better, faster, and more reliable testing for anything that runs in a browser. Built on an entirely new architecture, Cypress runs in the same run-loop as the application being tested - and it works on any front-end framework or website. The open-source Cypress app handles modern JavaScript frameworks especially well. Cypress Cloud is a hosted service that aggregates and applies powerful intelligence from past Cypress app test runs to support better CI failure debugging workflows, test suite analytics, and intelligent CI orchestration capabilities that improve developer velocity while reducing CI costs.

Average Rating: 4.7/5.0

Total Reviews: 106

How Do G2 Users Rate Cypress?

  • Reliability: 9.2/10 (Category avg: 8.7/10)
  • Thoroughness: 8.3/10 (Category avg: 8.7/10)
  • Test Feedback: 8.8/10 (Category avg: 8.8/10)
  • Has the product been a good partner in doing business?: 9.3/10 (Category avg: 9.2/10)

Who Is the Company Behind Cypress?

  • Seller: Cypress.io
  • Year Founded: 2015
  • HQ Location: Atlanta, Georgia
  • Twitter: @Cypress_io
    21,013 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    101 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 43% Small, 39% Medium

What Do G2 Reviewers Say About Cypress?

AI-generated summary from verified user reviews

Pros
  • Users find ease of use in Cypress thanks to its simple syntax and comprehensive documentation for testing solutions.
  • Users value the ease of automation with Cypress, enhancing test efficiency and integration capabilities.
  • Users appreciate the easy integrations of Cypress that streamline testing and enhance overall workflow efficiency.
  • Users appreciate the intuitive API of Cypress, making testing and debugging effortless and enhancing productivity.
  • Users appreciate the fast test execution of Cypress, enhancing efficiency and simplifying the overall testing process.
Cons
  • Users face limited browser support with Cypress, particularly noting issues with Firefox compared to Chrome.
  • Users find that Cypress has limited features, particularly for large-scale projects and multi-tab testing support.
  • Users find a steeper learning curve for advanced features in Cypress, requiring time to adapt and master.
  • Users face testing issues with Cypress, as longer tests frequently fail due to out-of-memory errors.
  • Users note the lack of dashboard functionality in the free version, limiting usability compared to the licensed version.

What Are Recent G2 Reviews of Cypress?

What Are G2 Users Discussing About Cypress?

Endtest

Endtest is an agentic AI platform for end-to-end test automation, built to help teams create, run, maintain, and scale automated tests faster, without writing code. It combines a low-code testing interface with powerful AI agents that can generate editable tests, assist with test maintenance, import tests from external files, and help teams automate complex real-world workflows across web, mobile, API, database, email, SMS, file, visual, and accessibility testing. With Endtest, users can create automated tests manually, record them, import them, or generate them with the AI Test Creation Agent. Unlike generic AI tools that produce fragile code or black-box results, Endtest generates standard editable test steps that can be reviewed, modified, reused, and executed like any other Endtest test. This gives teams the speed of AI while preserving control, transparency, and long-term maintainability. Endtest is designed for software developers, QA teams, product managers, startup founders, and organizations that want reliable automated testing without the overhead of building and maintaining a custom framework. Its intuitive interface makes test automation accessible to non-technical users, while still offering the depth needed by technical teams for advanced workflows, CI/CD integration, cross-browser testing, real device and browser coverage, geolocation testing, API checks, database validation, file handling, email and SMS verification, and detailed reporting. The platform includes advanced agentic AI capabilities for test creation, test maintenance, and migration from other tools. Users can describe what they want to test, attach files, or import test definitions from formats such as CSV, JSON, or TXT, and Endtest can convert those inputs into standard automated test steps. Endtest also supports self-healing tests, helping reduce maintenance by automatically finding alternative locators when application elements change. Endtest stands out through its focus on speed, reliability, and unlimited usage. Teams get unlimited AI usage and unlimited test executions, without worrying about tokens, credits, or usage-based AI limits. This makes it especially useful for teams that want to adopt AI-powered testing at scale without unpredictable costs or interruptions. The platform runs tests in the cloud across browsers, operating systems, screen resolutions, and geolocations, allowing teams to validate critical user journeys in realistic environments. It also integrates with modern development workflows and CI/CD pipelines, making it easy to run regression suites automatically and catch issues before they reach production. By combining agentic AI, low-code test automation, unlimited AI usage, unlimited test executions, self-healing capabilities, and broad end-to-end testing coverage, Endtest helps teams ship more reliable software faster. It is built for organizations that want the fastest, most reliable way to create and maintain automated tests while keeping full control over the testing process.

Average Rating: 4.6/5.0

Total Reviews: 59

How Do G2 Users Rate Endtest?

  • Reliability: 8.9/10 (Category avg: 8.7/10)
  • Thoroughness: 9.1/10 (Category avg: 8.7/10)
  • Test Feedback: 9.2/10 (Category avg: 8.8/10)
  • Has the product been a good partner in doing business?: 9.3/10 (Category avg: 9.2/10)

Who Is the Company Behind Endtest?

  • Seller: Endtest
  • Year Founded: 2016
  • HQ Location: Dover, Delaware
  • Twitter: @endtest_io
    2,454 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    4 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: QA Engineer, Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 55% Small, 32% Medium

What Do G2 Reviewers Say About Endtest?

AI-generated summary from verified user reviews

Pros
  • Users love the intuitive UI of Endtest, finding it easy to understand and user-friendly.
  • Users appreciate the user-friendly interface of Endtest, making it easy to navigate and understand.
  • Users appreciate the ease of use of Endtest, finding it simple to navigate and understand its features.
Cons
  • Users hope for improved performance and the addition of advanced features to enhance their experience with Endtest.
  • Users find testing difficulties with Endtest, as manual verification remains necessary despite automation assurances.

What Are Recent G2 Reviews of Endtest?

What Are G2 Users Discussing About Endtest?

DataTrust

DataTrust by RightData is an enterprise data quality and observability platform that automates data validation, reconciliation, profiling and monitoring. It helps organizations ensure trusted, accurate, and reliable data across cloud and hybrid environments. The platform offers end-to-end data quality assurance across databases, data warehouses, data lakes, ETL pipelines and analytics platforms, enabling automated testing, schema validation and reconciliation to maintain consistency during migrations and transformations. Continuous monitoring and alerting detect anomalies and ensure data integrity (supporting audit and compliance), and integration with CI/CD pipelines accelerates testing cycles. DataTrust is designed for enterprise-scale use by data and analytics teams, delivering trusted, “ready-to-use” data products and reducing risk in reporting and BI initiatives.

Average Rating: 4.7/5.0

Total Reviews: 13

How Do G2 Users Rate DataTrust?

  • Reliability: 8.3/10 (Category avg: 8.7/10)
  • Thoroughness: 7.9/10 (Category avg: 8.7/10)
  • Test Feedback: 8.8/10 (Category avg: 8.8/10)
  • Has the product been a good partner in doing business?: 9.8/10 (Category avg: 9.2/10)

Who Is the Company Behind DataTrust?

  • Seller: RightData
  • Year Founded: 2016
  • HQ Location: Atlanta, US
  • Twitter: @GetRightData
    121 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    87 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 38% Large, 31% Medium

What Do G2 Reviewers Say About DataTrust?

AI-generated summary from verified user reviews

Pros
  • Users commend the ease of use of DataTrust, emphasizing its intuitive interface and quick learning curve.
  • Users value the time-saving capabilities of DataTrust, enabling faster and accurate reconciliation across multiple systems.
  • Users appreciate the user-friendly interface of DataTrust, facilitating quick learning and effective data management.
  • Users commend DataTrust for its efficient bug detection, enabling rapid issue resolution and enhanced testing productivity.
  • Users appreciate the responsive customer support of DataTrust, ensuring swift resolutions and continuous enhancements based on feedback.
Cons
  • Users report performance issues when processing large datasets, with slowdowns and occasional bugs affecting usability.
  • Users experience slow performance when processing large datasets, often needing manual intervention for complex data types.
  • Users report occasional performance and caching issues alongside minor bugs when integrating with the CICD tool.
  • Users report complex setup challenges with DataTrust, especially when dealing with large datasets and data types like XML.
  • Users face integration issues with DataTrust, causing performance and caching problems with their CICD tool.

What Are Recent G2 Reviews of DataTrust?

What Are G2 Users Discussing About DataTrust?

Mailosaur

Mailosaur makes it easy to test emails and text messages (SMS) before they reach real customers. Instead of setting up your own mail servers or devices, you can send all test messages to Mailosaur and check exactly what users would see. QA teams use Mailosaur to: - Confirm that messages send when they should (like password resets, sign-ups, and account changes). - Test multi-factor authentication (MFA) and one-time passcodes (OTP) to make sure users can always log in securely. - Check links, images, and attachments work correctly. - Verify content and designs look right across different devices. - Automate message checks as part of their normal testing process. With Mailosaur, you can spend less time fighting with test environments and more time making sure your product works the way it should.

Average Rating: 4.7/5.0

Total Reviews: 30

How Do G2 Users Rate Mailosaur?

  • Reliability: 8.5/10 (Category avg: 8.7/10)
  • Thoroughness: 7.8/10 (Category avg: 8.7/10)
  • Test Feedback: 8.3/10 (Category avg: 8.8/10)
  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 9.2/10)

Who Is the Company Behind Mailosaur?

  • Seller: Mailosaur
  • Company Website:
  • Year Founded: 2013
  • HQ Location: Basingstoke, Hampshire
  • Twitter: @mailosaur
    185 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    12 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 42% Small, 19% Large

What Do G2 Reviewers Say About Mailosaur?

AI-generated summary from verified user reviews

Pros
  • Users highlight the intuitive interface of Mailosaur, making testing smoother and integration incredibly quick.
  • Users appreciate the time-saving capabilities of Mailosaur, enhancing workflow efficiency and accelerating testing processes.
  • Users value the automation capabilities of Mailosaur, which simplify email and SMS testing for development and QA teams.
  • Users value the intuitive design of Mailosaur, making testing smooth and integration with existing systems effortless.
  • Users commend the reliable access to test emails that enhances their email testing experience seamlessly and efficiently.
Cons
  • Users feel that Mailosaur's pricing is steep for smaller teams, limiting accessibility and value for side projects.
  • Users find Mailosaur’s pricing issues challenging, particularly for smaller teams or projects with limited testing needs.
  • Users are frustrated with limited features, including restricted message retention and insufficient API documentation for advanced use.
  • Users express frustration over low limits which hinder their testing needs and affordability options.
  • Users find the UI challenging to navigate, although improvements have been noted in recent updates.

What Are Recent G2 Reviews of Mailosaur?

What Are G2 Users Discussing About Mailosaur?

PFLB

PFLB is an AI-powered load testing platform designed to help teams confidently scale their websites and applications. With PFLB, you can effortlessly simulate massive traffic, replicating real-world conditions to ensure your product's performance under peak load. Key Features: -Automatic Test Plan Generation: Create precise load profiles based on production user data by linking your Google Analytics account. -Realistic Testing: Leverage scenario-based traffic simulations that mirror real-world usage, including high geo-distributed loads. -Advanced No-Code Scripting: Harness the power of our intuitive no-code editor to create and customize advanced test scripts. -JMeter in the cloud: Import JMeter JMX files and execute them from the cloud. -AI-Powered Performance Insights: Automatically identify performance bottlenecks with AI-driven analytics. -Powerful Reporting: Discover load testing results in real-time Grafana dashboards. Compare different test runs in the comprehensive Trend Report. -Continuous Testing: Integrate PFLB load testing with your CI/CD pipeline Supported Protocols: HTTP, HTTPS, gRPC, JDBC, JMS, AMQP, MQTT, Kafka. For more information, visit our website at pflb.us.

Average Rating: 4.8/5.0

Total Reviews: 39

How Do G2 Users Rate PFLB?

  • Reliability: 9.6/10 (Category avg: 8.7/10)
  • Thoroughness: 9.6/10 (Category avg: 8.7/10)
  • Test Feedback: 9.8/10 (Category avg: 8.8/10)
  • Has the product been a good partner in doing business?: 9.6/10 (Category avg: 9.2/10)

Who Is the Company Behind PFLB?

  • Seller: PFLB
  • Year Founded: 2022
  • HQ Location: Mountain View, US
  • LinkedIn® Page: www.linkedin.com
    13 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 70% Small, 20% Large

What Do G2 Reviewers Say About PFLB?

AI-generated summary from verified user reviews

Pros
  • Users find PFLB's ease of use exceptional, with intuitive tools that simplify load testing for everyone.
  • Users appreciate the intuitive and powerful performance testing capabilities of PFLB, enabling advanced load tests effortlessly.
  • Users love the time-saving features of PFLB, enabling efficient load testing without the need for coding skills.
  • Users value the automation features of PFLB, enhancing efficiency and simplifying performance testing processes for everyone.
  • Users value the supportive environment and teamwork at PFLB, enhancing the overall experience and enjoyment.
Cons
  • Users find the expense of PFLB to be a significant drawback, especially for smaller teams and startups.
  • Users find the pricing structure confusing, especially challenging for startups and small businesses.
  • Users find the steep learning curve challenging, particularly for those unfamiliar with performance testing tools.
  • Users find PFLB's complexity overwhelming, especially beginners who struggle with its setup and advanced features.
  • Users find PFLB's pricing structure confusing and high, especially for startups trying to manage their budgets.

What Are Recent G2 Reviews of PFLB?

SOAPUI

SoapUI is the world's most trusted open source API testing tool

Average Rating: 4.4/5.0

Total Reviews: 137

How Do G2 Users Rate SOAPUI?

  • Reliability: 8.8/10 (Category avg: 8.7/10)
  • Thoroughness: 8.6/10 (Category avg: 8.7/10)
  • Test Feedback: 8.6/10 (Category avg: 8.8/10)
  • Has the product been a good partner in doing business?: 9.0/10 (Category avg: 9.2/10)

Who Is the Company Behind SOAPUI?

  • Seller: SmartBear
  • HQ Location: Somerville, MA
  • Twitter: @smartbear
    16,468 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    944 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Consultant
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 45% Medium, 44% Large

What Do G2 Reviewers Say About SOAPUI?

AI-generated summary from verified user reviews

Pros
  • Users value the simple UI and strong community support of SOAPUI, enhancing their API testing experience.
  • Users appreciate the quick help from customer support, enhancing their experience with API testing in SoapUI.
  • Users appreciate the ease of use of SOAPUI, finding it simple to learn and effective for API testing.
  • Users appreciate the variety of testing capabilities in SOAPUI, making it ideal for both API and load testing.
  • Users find the ease of learning with SOAPUI enhances their API testing experience thanks to strong community support.
Cons
  • Users find the complex UI challenging, making project setup and feature navigation slow and cumbersome.
  • Users find SOAPUI's difficult navigation frustrating due to its complex UI and slow project setup.
  • Users find the difficult setup process frustrating, compounded by a complex UI and expensive collaboration options.
  • Users find the costly pro version necessary for team collaboration, making it less accessible for all users.
  • Users feel that improved functionality issues undermine SOAPUI's competitiveness compared to more user-friendly tools like Postman.

What Are Recent G2 Reviews of SOAPUI?

What Are G2 Users Discussing About SOAPUI?

SeeTest: Testing Platform for Web & Mobile Apps

Digital.ai Testing (Formerly SeeTest) is a mobile and web testing platform that supports manual and automated testing across functional, performance, and accessibility use cases. Teams can test applications on real iOS and Android devices and desktop browsers, validate hardened applications without disabling security protections, and run testing in cloud, dedicated, hybrid, or on-premises environments.

Average Rating: 4.4/5.0

Total Reviews: 21

How Do G2 Users Rate SeeTest: Testing Platform for Web & Mobile Apps?

  • Has the product been a good partner in doing business?: 8.6/10 (Category avg: 9.2/10)

Who Is the Company Behind SeeTest: Testing Platform for Web & Mobile Apps?

  • Seller: Experitest
  • Year Founded: 2008
  • HQ Location: Netanya, Israel
  • Twitter: @Experitest
    9,238 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    43 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 60% Large, 36% Medium

What Are Recent G2 Reviews of SeeTest: Testing Platform for Web & Mobile Apps?

What Are G2 Users Discussing About SeeTest: Testing Platform for Web & Mobile Apps?

AutomatePro

AutomatePro is dedicated to enabling customers to realise the full potential of their ServiceNow investment with our suite of seven integrated Test Automation & DevOps solutions. AutomatePro specialises in helping customers to realise the full potential of their investment in enterprise cloud platforms through our patentedGen AI powered ServiceNow Test Automation and DevOps platform. Several Fortune 500 and FTSE 100 companies trust our software to save them time and money, and improve quality. We partner with the largest system integration and testing companies in the world to improve the service they provide to their customers. Our patented solution provides the platform for a suite of automation products and solutions to increase internal effectiveness and deliver an enhanced return on your IT investment. Our suite of products and tools are all designed to rapidly move the needle forward in any business automation or testing environment. We’re here to help, not hinder and our role is to support our clients to achieve their objectives quickly, easily and without fuss. Progress is what our clients seek. Progress is what AutomatePro delivers.

Average Rating: 4.7/5.0

Total Reviews: 31

How Do G2 Users Rate AutomatePro?

  • Reliability: 9.4/10 (Category avg: 8.7/10)
  • Thoroughness: 9.0/10 (Category avg: 8.7/10)
  • Test Feedback: 9.4/10 (Category avg: 8.8/10)
  • Has the product been a good partner in doing business?: 9.9/10 (Category avg: 9.2/10)

Who Is the Company Behind AutomatePro?

  • Seller: AutomatePro Ltd
  • Year Founded: 2013
  • HQ Location: London, GB
  • Twitter: @autotestpro
    152 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    41 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 44% Large, 28% Medium

What Do G2 Reviewers Say About AutomatePro?

AI-generated summary from verified user reviews

Pros
  • Users find AutomatePro's ease of use exceptional, enabling effortless automation and management without prior experience.
  • Users applaud the effortless automation by AutomatePro, enhancing efficiency and saving significant time in their workflows.
  • Users appreciate the time-saving benefits of AutomatePro, enhancing efficiency and reducing effort in everyday tasks.
  • Users appreciate the efficiency of AutomatePro, as it simplifies automation and saves time with a user-friendly interface.
  • Users highlight the implementation ease of AutomatePro, making automation accessible for everyone without prior experience.
Cons
  • Users face integration issues with AutomatePro, as API and Jenkins options are limited and can be time-consuming.
  • Users find the learning curve steep for advanced features in AutomatePro, which can be challenging for beginners.
  • Users note the limited features of AutomatePro, particularly with unsupported ServiceNow fields and integration options.
  • Users find the missing features in AutomatePro, notably in ServiceNow field support and API integrations.
  • Users find the complexity of advanced features in AutomatePro overwhelming, especially for those new to automation.

What Are Recent G2 Reviews of AutomatePro?

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