Best AI Testing Tools for Mac of 2026

Parasoft's mission is to provide automated testing solutions and expertise that empower organizations to expedite delivery of safe and reliable software. A powerful unified C and C++ test automation solution for static analysis, unit testing and structural code coverage, Parasoft C/C++test helps satisfy compliance with industry functional safety and security requirements for embedded software systems.

TestMu AI, previously known as LambdaTest, is a comprehensive AI-driven Quality Engineering platform that equips teams with the tools needed to optimize testing processes and accelerate deployment. Designed to handle large-scale operations, it provides a complete suite of AI agents that assist in planning, authoring, executing, and analyzing software quality. With its AI-first approach, the platform supports the testing of web, mobile, and enterprise applications across various real devices, browsers, and tailored real-world scenarios, ensuring versatility and efficiency in quality assurance. This innovative solution not only enhances productivity but also drives continuous improvement in software delivery.

Qodo, formerly Codium, analyzes your code to find bugs before you release. Qodo maps the behaviors of your code, identifies edge cases and tags anything suspicious. It then generates meaningful and clear unit tests that match the behavior of your code. You can see how your code behaves and how changes to your code affect the rest of the code. Code coverage is broken. Meaningful tests check functionality and give you the confidence to commit. Spend less time writing questionable tests and more time developing features that are useful to your users. Qodo analyzes your code, docstring and comments to suggest tests as you type. You only need to add them to your suite. Qodo focuses on code integrity. It generates tests that help you understand your code, find edge cases and suspicious behavior; and make your code more robust.

Testsigma is a low-code end-to-end test automation platform for Agile teams. It lets SDETs, manual testers, SMEs, and QAs collaboratively plan, develop, execute, analyze, debug, and report on their automated testing for websites, native Android and iOS apps, and APIs. It is available as a fully managed, cloud-based solution as well as a self-hosted instance that is open source (Testsigma Community Edition). The platform is built with Java, but the automated tests are code-agnostic. Through built-in NLP Grammar, teams can automate user actions in simple English, or generate airtight test scripts with the Test Recorder. With features like built-in visual testing, parametrized or data-driven testing, 2FA testing, and an AI that automatically fixes unstable elements and test steps, identifies and isolates regression-affected scripts, and provides suggestions to help you find and fix test failures, Testsigma can replace tens of different tools in the QA toolchain to enable teams to test easily, continuously, and collaboratively.

GoCodeo is a comprehensive AI platform for developers that accelerates coding, testing, and debugging processes. The platform integrates with VS Code to offer real-time assistance, from generating code snippets to automatically creating unit tests. GoCodeo’s AI-driven tools also provide debugging insights, enabling developers to identify and fix issues faster. With support for multiple programming languages and frameworks, GoCodeo empowers developers to write high-quality, production-ready code with less effort, streamlining development cycles and enhancing efficiency across projects.

ACCELQ is an AI-powered, no-code test automation and management on a cloud-native platform. It offers a unified solution for web, mobile, API, database, and packaged apps. With automation-first, codeless capabilities, testing teams can easily use it without technical or programming expertise. ACCELQ enables businesses to achieve 3x productivity and over 70% cost savings through its pioneering autonomics-based automation platform. Recognized as a leader in The Forrester Wave™: Continuous Automation Testing Platforms, Q4 2022, ACCELQ stands out in the industry.

RadView WebLOAD is a leading enterprise AI-based performance and load testing solution for testing web, mobile, and packaged applications. It supports over 150 protocols and technologies, including all common front-end frameworks, APIs, message queues, and databases, enabling load testing across any enterprise technology stack. RadView WebLOAD.AI, is available as SaaS and can also be self-hosted in the cloud or on-premise. It is highly scalable and can simulate hundreds of thousands of concurrent users from different locations and cloud platforms. Smart and easy generation of reliable tests and its powerful AI-based analytics capabilities, RadView WebLOAD makes performance teams highly successful in detecting and quickly resolving performance issues. With built-in integration into most of the popular Testing, CI/CD and APM tools, as well as a rich API that makes it easily pluggable into any delivery pipeline. Adding its built-in flexible deployment, it makes RadView WebLOAD easily adaptable into any development, testing, or operation environment, and processes.

All-in-one solution for test automation You can get started quickly and scale up to any level for any team. Katalon Studio Robust testing on all platforms Productive IDE allows you to easily create automated tests for all platforms and OSs, regardless how complex your application is. A powerful recording utility that stores all UI elements in a single place to maximize reusability. For beginners, codeless experience Experts can extend their testing capabilities. Set up projects Templates for projects with built-in features Start immediately with pre-made templates, test cases libraries, keywords, object repositories, and other useful tools. All types of end-to-end testing at one place Uniquely perform web and mobile testing - all within a single project

Keysight Eggplant, part of Keysight Technologies’ software portfolio, redefines quality assurance through intelligent, low-code, and AI-driven test automation. Designed for cross-platform functionality, Eggplant automates functional, regression, and performance testing for desktop, mobile, web, and embedded systems. Its computer vision and machine learning models allow testing from the user’s perspective, detecting visual errors, layout issues, and UX problems that code-based tools often miss. Eggplant integrates natively with leading DevOps tools—including Jenkins, Azure DevOps, and GitHub Actions—to enable continuous testing and accelerate release cycles. Its solutions suite includes Eggplant Test, Eggplant Performance, Eggplant Monitoring, and Keysight Generator, covering the full software lifecycle from test creation to real-time monitoring. The platform’s predictive monitoring identifies performance issues before they impact end users, ensuring consistent uptime and optimized experiences. With measurable results such as 93% reduction in manual testing time and 92% reduction in QA labor hours, Eggplant delivers transformative productivity for modern QA teams. By combining automation, AI, and analytics, Keysight Eggplant empowers organizations to innovate faster and release software with confidence.

Keploy is an innovative open-source platform that leverages AI to assist developers in generating tests. It produces a variety of tests, including unit, integration, and end-to-end tests, along with realistic data mocks, achieving an impressive 90% code test coverage in just two minutes. In addition, Keploy offers the capability to continuously monitor live environments to capture various user behaviors, allowing it to create and uphold test suites with exceptional coverage. These tests can be executed in secure, lightweight virtual environments, whether during continuous integration/continuous deployment processes or directly on a developer's laptop. This efficiency not only streamlines the testing process but also enhances the overall development workflow.

Pulse QA transforms the landscape of quality assurance by automating testing workflows and eliminating the need for manual procedures. Its sophisticated real-time dashboard facilitates live tracking of test cases, summaries of execution, pass/fail statistics, and detailed error logs. Featuring record-and-replay functionalities, it streamlines the test creation process while ensuring flawless implementation. With customizable test plans and comprehensive project management tools, it enhances regression cycles and maintains application stability. Additionally, key features encompass cloud-based remote execution for teams distributed across various locations, effective change tracking for version control, and scalable user management complemented by time-limited licensing options. By automating repetitive tests, fostering remote teamwork, and optimizing regression cycle management, Pulse QA significantly conserves time and minimizes errors. As the premier solution for enhanced, efficient, and dependable testing, Pulse QA empowers organizations to elevate their quality assurance practices. Embrace the future of QA today and confidently deliver superior software products to your users.

TestDino is an innovative platform designed specifically for test reporting and management, with a focus on Playwright and support for multi-cloud platforms. It empowers developers by allowing them to leverage tools like Claude Code and Cursor to effortlessly query reports, investigate flaky tests, compare different test runs, and manage test suites using natural language commands. The integration with GitHub enables automatic posting of AI-generated summaries to pull requests and commits, while continuous integration checks can prevent merges if they do not meet quality standards. Users can efficiently rerun only the tests that failed with a single command, significantly reducing both CI time and costs. Additionally, pull request tracking associates each test run with its corresponding commit, and branch mapping organizes test runs according to their respective environments. Role-based dashboards provide QA teams with valuable insights into flaky tests and failure trends, while developers can quickly identify which tests may have been impacted by their latest changes. Each test run features AI-driven failure classification accompanied by confidence scores, suggestions for fixes, a specifications explorer, and grouped error analytics for deeper understanding. Furthermore, integration with tools like Jira, Linear, Asana, or Slack facilitates the creation of comprehensive bug reports that include all necessary context for efficient resolution. With its robust features, TestDino ensures that both developers and QA teams can maintain high-quality standards in their software development processes.

Software for continuous performance testing to automate API load and application testing. For complex applications, you can design code-free performance tests. Script performance tests in automated pipelines for API test. You can design, maintain, and run performance tests in code. Then analyze the results within continuous integration pipelines with pre-packaged plugins for CI/CD tools or the NeoLoad API. You can quickly create test scripts for large, complex applications with a graphical user interface. This allows you to skip the tedious task of manually coding new or updated tests. SLAs can be defined based on the built-in monitoring metrics. To determine the app's performance, put pressure on it and compare SLAs with server-level statistics. Automate pass/fail triggers using SLAs. Contributes to root cause analysis. Automatic test script updates make it easier to update test scripts. For easy maintenance, update only the affected part of the test and re-use any remaining.

BugRaptors is a global quality engineering company focused on delivering AI-enhanced software testing services. It helps organizations ensure application stability, performance, and security throughout the development lifecycle. BugRaptors leverages artificial intelligence and automation to improve testing efficiency and coverage. The company offers both core QA services and advanced quality engineering solutions tailored to agile and DevOps environments. BugRaptors’ proprietary tools streamline test case creation, visual testing, data generation, and bug management. Its team of certified QA professionals supports complex, mission-critical applications. BugRaptors works closely with clients to align testing strategies with business goals. The company emphasizes transparency, speed, and measurable results. BugRaptors serves startups, enterprises, and fast-scaling technology teams worldwide. It is trusted for delivering reliable software quality at scale.

Webo.Ai is an innovative test automation platform aimed at solving the various testing hurdles that startups encounter, providing a quicker, more intelligent, and cost-effective approach to web application testing. By utilizing Webo.Ai, startups can streamline their testing processes, which leads to significant time and resource savings. Notably, the platform claims to cut the time to market by 80%, reduce production defects by 73%, and decrease QA costs by 69%. Additionally, it offers a complimentary trial period that allows potential users to test its AI-driven testing functionalities before making a financial commitment. During the trial, users can establish their testing environment in just two minutes, and the AI engine generates test cases within a 24-hour timeframe. Furthermore, the feature geared towards automation enables users to conduct regression testing after a swift review and approval of the test cases within that same 24-hour window. The impressive aspects of the free trial include quick setup, AI-generated test cases delivered promptly, unlimited regression testing opportunities, and robust self-healing features, making it an attractive option for startups looking to enhance their testing capabilities. Overall, Webo.Ai positions itself as a vital resource for startups aiming to refine their testing processes efficiently.

Qualisense Test.Predictor represents a groundbreaking AI-driven solution that significantly enhances risk-based testing methodologies. By harnessing the power of AI and automation, it accelerates the release process, reduces expenses, and reallocates resources to prioritize essential business needs. With a remarkable increase in release velocity exceeding six times, businesses can substantially enhance their time to market. The philosophy of achieving more with less is not merely a catchphrase for Test.Predictor; it embodies a transformative operational approach. These state-of-the-art AI functionalities are revolutionizing software testing practices and redefining the landscape of regression testing. Test.Predictor provides business users and data analysts with the tools to independently develop predictive models, facilitating greater autonomy in testing processes. In essence, it stands as the premier solution for all testing requirements, enabling organizations to optimize efficiency and effectiveness in their software development lifecycle. By integrating such innovative technology, companies can ensure they remain competitive in a fast-paced market.