Best Automation Testing Tools - Page 28

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)

TestRail

TestRail is a centralized test management platform designed to assist QA, engineering, and product teams in managing their testing processes effectively. By providing a single system of record for every test case, test run, and result, TestRail enables teams to make informed release decisions based on verifiable evidence rather than gut feelings. This structured approach to test management is crucial for organizations looking to enhance their software quality assurance processes. The platform is particularly beneficial for teams that require a comprehensive solution for organizing manual, automated, and exploratory tests. TestRail allows users to create a structured repository that includes projects, suites, sections, and reusable test cases, complete with custom fields and version history. This level of organization facilitates planning releases against milestones, executing regression cycles with complete run histories, and monitoring coverage and progress in real time. Whether a team is just starting with their first suite or scaling to manage thousands of test cases, TestRail offers a robust repository designed to accommodate their needs. One of the distinguishing features of TestRail is its independence as a dedicated platform, rather than an add-on to existing tools. This allows teams to control how test data and workflows are structured, avoiding the limitations of inheriting another product's data model. The independence of TestRail supports cross-project reporting and long-term audit history, making it easier for teams to maintain oversight and accountability in their testing efforts. TestRail also incorporates advanced features powered by Sembi IQ, such as AI-driven authoring and prioritization. Users can generate test cases directly from requirements, evaluate coverage using AI templates, and prioritize test runs based on urgency. This capability streamlines the testing process, especially when time is limited, as every AI-generated suggestion is reviewed before execution to ensure quality. Integration with popular tools like Jira and Azure DevOps enhances TestRail's functionality, allowing teams to raise defects from failed tests while maintaining context across systems. This seamless connection ensures that the audit trail between requirements, tests, and defects remains intact without the need for manual reconciliation. Additionally, TestRail provides comprehensive reporting features that aggregate quality metrics across teams and projects, enabling leaders to assess release readiness without the hassle of compiling multiple reports. With enterprise-ready governance features such as single sign-on (SSO), granular role-based access controls, and compliance with SOC 2 standards, TestRail meets the needs of regulated teams that require immediate access to test evidence. The platform has proven its value, with over 10,000 QA teams utilizing TestRail and a Forrester Total Economic Impact study indicating a 204% ROI over three years. TestRail is part of the Sembi software quality family, which includes other tools designed to enhance software testing and quality assurance. Start a free trial or book a demo at testrail.com.

Average Rating: 4.4/5.0

Total Reviews: 645

How Do G2 Users Rate TestRail?

  • Reliability: 5.0/10 (Category avg: 8.7/10)
  • Test Feedback: 5.0/10 (Category avg: 8.8/10)
  • Has the product been a good partner in doing business?: 8.6/10 (Category avg: 9.2/10)

Who Is the Company Behind TestRail?

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

Who Uses This Product?

  • Who Uses This: QA Engineer, QA Manager
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 52% Medium, 29% Small

What Do G2 Reviewers Say About TestRail?

AI-generated summary from verified user reviews

Pros
  • Users value the organization and integration capabilities of TestRail, enhancing their QA processes and saving time.
  • Users find TestRail's ease of use invaluable for organizing and managing test cases efficiently.
  • Users commend the excellent organization of TestRail, appreciating its ease of use and effective test management features.
  • Users appreciate the easy organization and maintenance of test cases in TestRail, enhancing clarity and efficiency in testing.
  • Users appreciate the seamless Jira integration of TestRail, enhancing workflow efficiency and issue tracking during testing.
Cons
  • Users experience slow performance with TestRail, particularly when managing large datasets or multiple configurations.
  • Users often face slow loading times with TestRail, especially when managing large projects, impacting their productivity.
  • Users experience a challenging learning curve with TestRail, particularly navigating and adapting to its features and interface.
  • Users criticize the poor UI of TestRail, noting its outdated design and unintuitive navigation hinder efficiency.
  • Users find the UI design outdated and clunky, leading to a less intuitive experience during daily use.

What Are Recent G2 Reviews of TestRail?

What Are G2 Users Discussing About TestRail?

TestSavant AI Testing and Security

Automated Testing of AI Applications: AI-generated test cases and test scripts, autonomous test execution from CI/CD pipelines or schedules, and regression reporting that compares every run with the last, for agentic, RAG, and chatbot applications. TestSavant.AI is an automated testing platform built for AI applications. QA teams use it to generate tests, run them continuously, and track quality across every model, prompt, and application change. Traditional software testing tools are not designed to test probabilistic models or prompt-driven behavior. TestSavant fills that gap with AI test generation, autonomous execution, and regression reporting in a single platform. How TestSavant Works TestSavant analyzes an AI application's description, workflow, and scope, then generates test cases matched to its intended use. A test agent executes those tests against the application through its API, a browser, or the Chrome extension, and evaluates every response against expected behavior. Reports compare each run with previous runs to flag regressions. Tests run on demand, on a schedule, or on every commit and deployment from a CI/CD pipeline. Key Capabilities AI Test Generation from Application Analysis TestSavant analyzes the application's description, workflow, and scope, then generates test cases matched to its intended use. Teams steer generation with natural language instructions, reuse or upload existing test datasets, or generate multi-turn conversation tests. AI-Generated Test Scripts from Recorded Sessions The ts-harness CLI points a browser at a web-based AI application, records the session from a seed prompt, and generates a Playwright test script that replays against the target. Autonomous Test Execution A test agent runs tests in adaptive batches, evaluates each batch, and focuses the next batch on the failures it found. Tests run through the application API, a browser, or the Chrome extension. Self-Maintaining Tests When the interface of a web-based AI application changes, the Chrome extension rediscovers input and response elements on each page load, using an automatic page scan or AI selector detection, so tests keep running without script edits. When application behavior or scope changes, one action regenerates behavior statements and test cases from the updated description. Testing Types Functional testing against expected and prohibited behavior, reference answers, and structured JSON output. Behavioral and conversational quality testing for hallucination, instruction following, tone, clarity, and off-topic responses. Performance tracking of latency and cost on every run. Adversarial robustness testing through AI red teaming. Continuous and Iterative Testing Run tests on demand, on a recurring schedule, or on every commit and deployment from a CI/CD pipeline, as many times a day as the pipeline runs. After a fix, track the issue in Jira, then rerun the same test dataset to confirm the issue is resolved and catch new or related issues. Name each run after what changed, such as a model or prompt version, to compare results side by side. Fits Agile and Phase-Gated Delivery Pass/fail thresholds in the CI/CD pipeline check each sprint build. Scheduled or manual runs cover milestone sign-off in phase-gated releases. Test Reporting and Regression Tracking A failure rate trend covers every historical run, by suite and by policy. Per-run reports include plain-language summaries. Each test case shows the evaluator's reasoning and evidence. Results export to CSV and Excel. Integrations GitHub Actions and any CI/CD system through the Python SDK and CLI, with configurable pass/fail thresholds and exit codes. Jira export turns each test run summary into a Jira issue, either on demand or automatically after every run. REST API. MCP server for AI coding agents such as Claude Code and Cursor. Connects to OpenAI, Anthropic, AWS Bedrock, and Azure OpenAI endpoints, any hosted application or HTTP API, and any web chat interface through the TestSavant.AI Chrome extension. Test Driven Runtime Guardrails Enforce the policies validated in testing in production, with low latency guardrails. Who It's For * QA and SDET teams responsible for testing AI applications before release * Engineering teams shipping AI agents, RAG applications, and chatbots through CI/CD * AI teams iterating on models and prompts who need regression results on every change * AI assurance teams responsible for AI policies TestSavant helps organizations ship AI faster with confidence in quality at every release.

Who Is the Company Behind TestSavant AI Testing and Security?

TestTube

TestTube is a real-time monitoring tool designed to protect your business revenue. Easily track and monitor critical user journeys - like checkout or login - without writing a single line of code. When something breaks, TestTube instantly alerts you with video replays, error logs, and a clear estimate of potential revenue loss. This helps you prioritize and resolve issues before they affect your customers - keeping your site smooth and your revenue safe.

Who Is the Company Behind TestTube?

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How it works

Testuff

Testuff is a comprehensive cloud-based test management solution designed to streamline the entire software testing lifecycle. It empowers QA teams, developers, and project managers to efficiently plan, execute, track, and report on all testing activities in one centralized platform. With Testuff, users can: Create and manage test cases: Organize and categorize test cases with rich text, attachments, and custom fields for clarity and reusability. Execute tests and track results: Run tests, mark results, and attach screenshots or videos to document findings, ensuring complete traceability. Report and analyze data: Generate insightful reports and dashboards to monitor progress, identify trends, and make data-driven decisions. Integrate seamlessly: Connect with popular bug trackers like Jira, Pivotal Tracker, Bugzilla, and more, as well as automation tools, for a unified workflow. Collaborate effectively: Facilitate teamwork with features like user assignments, comments, and notifications, fostering better communication across the testing team. Leverage automation: Integrate with automation frameworks to automatically update test results, saving time and improving efficiency. Testuff is ideal for organizations of all sizes looking to enhance their software quality, improve testing efficiency, and gain better visibility into their QA processes. Its intuitive interface and powerful features make it a valuable asset for delivering high-quality software faster.

Average Rating: 4.1/5.0

Total Reviews: 8

How Do G2 Users Rate Testuff?

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

Who Is the Company Behind Testuff?

Who Uses This Product?

  • Company Size: 55% Small, 27% Medium

What Do G2 Reviewers Say About Testuff?

AI-generated summary from verified user reviews

Pros
  • Users love the automation features of Testuff, making the testing process faster and more reliable.
  • Users appreciate Testuff's quick and helpful customer support, enhancing their overall testing experience and reliability.
  • Users find the detailed reporting of Testuff clear and straightforward, enhancing organization and efficiency in testing.
  • Users find Testuff to be super easy to use, making testing organization faster and more reliable.
  • Users appreciate the smooth integration of Testuff with existing tools, enhancing their testing efficiency and organization.

What Are Recent G2 Reviews of Testuff?

What Are G2 Users Discussing About Testuff?

Tesults

Tesults makes tests results data visible, accessible and easy to understand for the entire team. Deliver on time, ship a robust high quality product and reduce unnecessary cost. Ideal for software development teams practicing automation, continuous delivery and DevOps.

Who Is the Company Behind Tesults?

  • Seller: Tesults
  • Year Founded: 2016
  • HQ Location: London, GB
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

TheTestMart Automated Testing for Dynamics 365

TestMart is a purpose-built software testing and compliance platform for modern enterprise systems. Designed for business users, TestMart delivers seamless, do-it-for-me functional and regression testing across complex ERP environments and connected systems, eliminating manual testing, scripting, and maintenance overhead. With a proprietary automation engine underpinned by AI, continuously updated test libraries, and expert-led execution, TestMart helps global enterprises ship updates 5–10x faster, reduce testing costs by up to 70%, and maintain ERP integrity. In addition to faster testing, TestMart safeguards compliance and validates system security with every release, ensuring that critical workflows, controls, and audit requirements remain intact as systems evolve. TestMart provides the confidence to move fast, without compromising trust.

Who Is the Company Behind TheTestMart Automated Testing for Dynamics 365?

TimeShiftX

TimeShiftX is a test automation software that lets you time travel software to perform temporal testing, even inside Active Directory.

Who Is the Company Behind TimeShiftX?

  • Seller: Vornex
  • Year Founded: 2013
  • HQ Location: Fremont, US
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

T-Plan Trusted Business Automation

GUI Test Automation solution supporting all major operating systems (Windows, Mac & Linux). T-Plan Robot is the most flexible test automation tool on the market, providing an accurate "end-user human approach", making learning extremely easy. The tool navigates through the GUI the same way a user does and verifies the test results visually, seeing the same image output as the user. T-Plan develops and sells two main toolsets. 1) Test Automation and 2) Robotic Process Automation (RPA). T-Plan Robot is a highly flexible, easy to use, image-based black box GUI automation tool that creates robust automated scripts and exercises applications in the same way as would an end-user. T-Plan Robot is platform-independent (Java) and runs on, and automates all major systems such as Windows, Mac, Linux and Unix plus mobile platforms. We believe we have a solution for any environment.

Who Is the Company Behind T-Plan Trusted Business Automation?

  • Seller: T-Plan
  • Year Founded: 1999
  • HQ Location: Southwick, GB
  • LinkedIn® Page: www.linkedin.com
    18 employees on LinkedIn®

Treblle

Bringing API Observability to the next level. Super easy to integrate and onboard developers. Features that give you the ability to SEE everything that is happening with your APIs! Main features include: real-time API monitoring, auto-generated documentation, request sharing, 1 click testing, powerful filtering and analytics, error tracking, and more.

Average Rating: 4.5/5.0

Total Reviews: 2

How Do G2 Users Rate Treblle?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.2/10)

Who Is the Company Behind Treblle?

  • Seller: Treblle
  • Year Founded: 2021
  • HQ Location: Wilmington, US
  • LinkedIn® Page: www.linkedin.com
    16 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Treblle?

Tricentis Data Integrity

Tricentis Data Integrity is a low-code, cloud-native data testing and reconciliation solution that helps enterprises validate the accuracy of data across business processes, data pipelines, and complex IT landscapes. It is a type of data testing and quality solution that helps data engineering, QA, and business teams confirm that data is accurate, consistent, and reliable before it is used for reporting, analytics, or AI initiatives. The product automates data testing and reconciliation across multiple data sources, reducing reliance on manual checks and point solutions that only test a single data source or a single point in time. Data Integrity is built for continuous, end-to-end data testing, so that data quality keeps pace as source systems, data pipelines, and business requirements evolve. It is commonly used for one-time initiatives such as data migrations and ERP upgrades, as well as for ongoing data testing and monitoring across production data pipelines, and is part of the broader Tricentis quality engineering platform alongside functional test automation and performance testing. Key capabilities include: - Automated data validation and reconciliation across multiple sources, migrations, and hybrid environments, checking data against defined business rules - Anomaly detection that identifies data errors early, before they spread to downstream systems and processes - Low-code test authoring that allows both technical and non-technical users to create and maintain data tests - Model-based testing that supports comprehensive coverage and simplifies test maintenance when source systems change - Pre-built connectors for systems including SAP, Salesforce, Oracle, SQL Server, Snowflake, Databricks, Teradata, PostgreSQL, IBM Db2, Google BigQuery, Amazon Redshift, MongoDB, and BI tools such as Power BI, Tableau, and QlikView - Risk-based prioritization that directs testing effort toward the data and processes with the greatest business impact - Customizable dashboards and reporting for tracking data accuracy metrics and testing progress over time Data Integrity is used by large enterprises across financial services, retail, manufacturing, and other data-intensive industries to ensure that critical business decisions are grounded in accurate, validated data. It is particularly relevant for organizations undertaking SAP S/4HANA migrations, cloud data platform consolidations, or AI readiness initiatives where data quality is a foundational requirement.

Who Is the Company Behind Tricentis Data Integrity?

  • Seller: Tricentis
  • Year Founded: 2007
  • HQ Location: Austin, Texas
  • LinkedIn® Page: www.linkedin.com
    1,679 employees on LinkedIn®

Tricentis Testim Salesforce

Tricentis Testim Salesforce provides scalable no-code test authoring making it faster and easier to improve Salesforce quality. With Testim Salesforce, the entire development team, regardless of skill level, is able to create and manage tests and ensure a high-quality Salesforce experience for all users.

Who Is the Company Behind Tricentis Testim Salesforce?

  • Seller: Tricentis
  • Year Founded: 2007
  • HQ Location: Austin, Texas
  • LinkedIn® Page: www.linkedin.com
    1,679 employees on LinkedIn®

Tricentis Vera

"Tricentis Vera is a digital validation management platform designed for life sciences organizations that must demonstrate software compliance with regulatory standards including FDA 21 CFR Part 11. It is a type of Computer Systems Validation (CSV) solution that helps regulated organizations streamline approval workflows, manage electronic records, and embed compliance controls directly into modern software delivery practices. Vera modernizes traditional document-centric Computer Systems Validation by replacing paper-based processes and manual audit trails with automated, auditable digital workflows. It integrates with testing and quality management tools including Tricentis Tosca, Tricentis qTest, and Jira, enabling teams to generate compliant validation evidence as a byproduct of their existing testing activities rather than as a separate documentation effort. Key capabilities include: - 21 CFR Part 11 compliant electronic signatures and record management - Centralized review and approval portal across integrated testing and ALM tools - Pre and post-execution approval workflows for both manual and automated Tosca tests managed in qTest - Record locking during active approval workflows to prevent unauthorized changes - Full audit history and auditable electronic records for regulatory inspection readiness - Technical controls that reduce the risk of human error and compliance deviation - Integration with Agile and DevOps environments to support continuous compliance Vera is designed for quality and regulatory affairs teams at pharmaceutical, medical device, and biotechnology companies that are adopting Agile or DevOps delivery models and need to maintain compliance with FDA and other regulatory bodies. It enables these organizations to accelerate software delivery without compromising the rigor required for regulatory validation documentation."

Who Is the Company Behind Tricentis Vera?

  • Seller: Tricentis
  • Year Founded: 2007
  • HQ Location: Austin, Texas
  • LinkedIn® Page: www.linkedin.com
    1,679 employees on LinkedIn®

UI Verify

UI Verify catches UI regressions before they merge. It screenshots every pull request, diffs each view against its baseline, and runs an AI judge that separates an intended design change from an actual regression, so your team reviews a short list of decisions instead of scrolling through hundreds of pixel diffs. The core is that the review is agentic. UI Verify exposes every diff to your coding agent over MCP, so the same agent that opened the PR can pull the changed views, see exactly what moved, and accept the intended changes or fix the real regressions itself. That closes the loop: agents write most of the PRs now, and human review can’t keep up with the volume, so the agent reviews its own visual output instead of handing you a wall of screenshots. UI Verify captures from Storybook, Playwright, Vitest or custom screenshot sources, so teams can adopt it without rebuilding their test setup. There’s a generous free tier and clear pricing model.

Who Is the Company Behind UI Verify?

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