Best Performance Testing Software for GitHub

QA Wolf helps engineering teams achieve 80% automated test coverage end-to-end in just four months. Here's an overview of what you get in the box, whether it's 100 or 100,000 tests. • Automated end-to-end testing for 80% of the user flows in 4 months. The tests are written in Playwright, an open-source tool (no vendor lock-in; you own the code). • Test matrix and outline in the AAA framework. • Unlimited parallel testing on any environment of your choice. • We host and maintain 100% parallel-run infrastructure. • Maintenance of flaky and broken test for 24 hours. • Guaranteed 100% reliable results -- zero flakes. • Human-verified bugs sent via your messaging app as a bug report. • CI/CD Integration with your deployment pipelines and issue trackers. • Access to full-time QA Engineers at QA Wolf 24 hours a day.

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.

Visual Expert is a static code analyzer for Oracle PL/SQL, SQL Server T-SQL and PowerBuilder. It identifies code dependencies to let you modify the code without breaking your application. It also scans your code to detect security flaws, quality, performance and maintenability issues. Identify breaking changes with impact analysis. Scan the code to find security vulnerabilities, bugs and maintenance issues. Integrate continuous code inspection in a CI workflow. Understand the inner workings and document your code with call graphs, code diagrams, CRUD matrices, and object dependency matrices (ODMs). Automatically generate source code documentation in HTML format. Navigate your code with hyperlinks. Compare two pieces of code, databases or entire applications. Improve maintainability. Clean up code. Comply with development standards. Analyze and improve database code performance: Find slow objects and SQL queries, optimize a slow object, a call chain, a slow SQL query, display a query execution plan.

Zebrunner is an AI-driven platform that seamlessly integrates manual and automated testing, enabling QA teams to collaborate efficiently. Its AI-enhanced capabilities streamline testing workflows by generating and autocompleting test cases, prioritizing failures, and delivering real-time insights. Zebrunner Test Case Management offers a powerful solution for organizing manual test cases. It features intuitive split-screen navigation, drag-and-drop editing, and customizable layouts, making test management more efficient. With real-time progress tracking, testers can quickly identify and resolve blockers or failures. Custom fields and filters enable tailored test management to fit project-specific requirements. Zebrunner Automation Reporting enhances automated testing by delivering advanced reporting and analytics. It integrates with popular frameworks such as TestNG, JUnit, and Cypress, providing real-time insights into test execution. Teams can easily monitor progress, analyze failures, and access logs or video recordings. With its comprehensive reporting capabilities, Zebrunner offers data-driven insights, helping teams optimize their testing efforts and make more informed decisions.

Sematext Cloud provides all-in-one observability solutions for modern software-based businesses. It provides key insights into both front-end and back-end performance. Sematext includes infrastructure, synthetic monitoring, transaction tracking, log management, and real user & synthetic monitoring. Sematext provides full-stack visibility for businesses by quickly and easily exposing key performance issues through a single Cloud solution or On-Premise.

Global App Testing (GAT) allows tech teams to test in over 189 countries with over 60,000+ professional testers who use real devices and environments. Enhance your testing process and increase release quality and speed whilst improving budget efficiency via the GAT platform, which is fully integrated to work seamlessly with your existing DevOps or CI/CD tools. Whether you are looking for full time QA support, or to manage spikes in your release cycles, the GAT integration-led approach empowers you to manage your entire testing workflow from test launch to results analysis without leaving your existing tooling (such as Github, Jira, Testrail etc). Through our integrated platform, we enable unscripted exploratory testing and scripted functional test case execution to be embedded within your CI/CD and SDLC processes, providing the perfect synergy with your automation testing tools. Test results are returned in real time. Start receiving results in as little as 15 minutes with a full bug report delivered within a few hours, enabling quick feedback on critical issues and edge cases.

Streamline and enhance your QA process with ease! TestCaseLab empowers you to create and manage test cases, foster team collaboration, and monitor test runs effectively. 🌟 Top Features: ✓ Invite an unlimited number of users ✓ Manage an unlimited number of projects ✓ Trusted by over 300 software development companies ✓ Fully GDPR-compliant ✓ Accessible 24/7 from anywhere ✓ Responsive live chat support Ready to elevate your QA testing? Visit our website to explore more and become part of the TestCaseLab community today!

TestRail's web-based software test case management allows you to efficiently manage, track, report, and report on your software testing. Team productivity can be boosted with real-time insight into testing progress. TestRail's intuitive interface allows you to collaborate with others using comments, attachments, and feedback loops. Create personalized to-do lists. Get email notifications. Forecast test completion dates and estimate effort. Start testing and select cases to be executed using powerful filters. You can track progress using historical time data. To adjust assignments and resources, monitor the workload of your team. Capture the results from manual testing or receive real-time feedback via test automation. Create traceability and coverage reports that cover requirements, tests, and deficiencies. Generate meaningful reports Compare the results from multiple configurations and test runs. TestRail integrates seamlessly with the most popular issue tracking and test automation tools. Get the Atlassian Marketplace free TestRail JIRA plug in

BrowserStack is the leading software testing platform in the world, with 19 global data centers & 20,000+ real Android and iOS devices that power nearly 1 Billion tests a year. BrowserStack's end-to-end unified testing platform supports functional testing, visual testing, accessibility testing, performance testing, test observability, API testing, and more. BrowserStack helps Amazon, Paypal, Well Fargo Bank, Nvidia, MongoDB, Pfizer, GE, Discovery, React JS, and several other customers deliver quality software quickly by moving their testing to the Cloud. With BrowserStack, Dev/QA teams can deliver an amazing experience to every customer while moving fast.

vStellar is an all-in-one automated software testing platform designed to accelerate QA processes through a low-code framework that eliminates repetitive manual testing. With comprehensive support for UI, API, mobile, performance, and accessibility testing, it provides a unified solution for complex testing environments. The platform integrates directly with IntelliJ IDEA, allowing users to install a lightweight plugin and begin creating and executing test cases instantly. Teams can define locators, endpoints, and execution parameters visually, then run unlimited test cases with advanced parallelization. Built-in reporting dashboards offer real-time visibility into test results and system performance, while CI/CD integration ensures continuous quality validation during deployments. vStellar’s flexibility supports diverse environments and browsers, enabling consistent validation across platforms and devices. Companies leverage it to reduce QA effort, accelerate release cycles, and enhance overall reliability. With its combination of ease of use and technical depth, vStellar redefines how teams automate testing at scale.

Ensure your applications perform well and maintain high quality by simulating real-world traffic conditions. Monitor code efficiency, quickly identify issues, and gain confidence that your application operates at peak performance prior to launch. Create realistic scenarios, conduct load testing, and develop sophisticated simulations of both external and internal backend systems to enhance your readiness for production. Eliminate the necessity of establishing expensive new environments for every test. The integrated autoscaling feature helps reduce your cloud expenses even more. Avoid cumbersome, custom-built frameworks and tedious manual testing scripts, enabling you to deploy more code in less time. Have confidence that updates can withstand heavy traffic demands. Avert significant outages, fulfill service level agreements, and safeguard user satisfaction. By mimicking external systems and internal infrastructure, you achieve more dependable and cost-effective testing. There is no need to invest in costly, comprehensive environments that require extensive setup time. Effortlessly transition away from outdated systems while ensuring a seamless experience for your customers. With these strategies, you can enhance your app’s resilience and performance under various conditions.

Load testing is easier for developers. Open source load testing tool and SaaS platform for engineering teams. The k6 API, CLI and other tools are flexible and powerful. Javascript allows you to create tests that simulate real-world scenarios. Automate your tests to make sure your infrastructure and application are always running smoothly. To test the health and availability of your services, you can add SLOs to your k6 script. Our browser recorder and converters (JMeter Postman, Swagger) make it easier to create tests. You will find extensive documentation, great community, and first-class support. No XML. No DSL. Only familiar scripting with ES6 JS.

Accelerate the process of identifying, reporting, and resolving bugs efficiently. Utilize screen recording along with console logs for an enhanced debugging experience. When you encounter a bug, you can instantly create a screen recording without the hassle of opening another program. Bird's automatic replays come equipped with console logs and valuable technical information (such as browser type, operating system, and screen dimensions) to help developers minimize the time spent on troubleshooting and reduce unnecessary communications. 👇Discover more about Bird👇 🐦 Who can benefit from Bird? Primarily, it serves web development teams, including project managers, engineers, quality assurance specialists, and designers. Furthermore, non-technical staff can also significantly improve bug reporting by utilizing Bird. ⏳Rapid installation Setting up Bird is a breeze and takes just around 5 minutes—no programming skills or technical expertise required. ⚠️ JavaScript error monitoring Bird proactively alerts you about JavaScript errors occurring on the selected web pages, ensuring that you stay informed about potential issues in real-time. This tool aims to streamline the workflow of development teams, making bug management simpler and more efficient than ever before.

QA engineers, developers, and performance testers use PerfDog to identify and resolve performance bottlenecks across mobile, PC, and console platforms. Developed by Tencent WeTest, it monitors 200+ real-time metrics — FPS, CPU, GPU, memory, battery, thermal, network, and proprietary indicators such as Jank, Stutter, Smooth Index, and FPower (per-frame energy) — on Android, iOS, Windows, macOS, PlayStation, Xbox, Nintendo Switch, and VR. No ROOT, jailbreak, or SDK embedding required. CPU impact stays below 1%, preserving a native testing environment reflecting actual user conditions. Core capabilities: — GPU counters for Qualcomm, Mali, PowerVR, and iOS GPUs with utilization, pixel throughput, overdraw, and bus bandwidth — Engine Mode for Unreal Engine and Unity with CPU scheduling, thread inspection, and rendering analysis — Systrace Mode for Android event tracing with timeline heat maps — Weak network simulation with configurable latency, jitter, packet loss, and bandwidth — Custom Data Extension for real-time sync of app-specific metrics via socket API PerfDogService exposes gRPC APIs for automated multi-device parallel testing in Python, C#, C++, Java, PHP, and Go with CI/CD integration. Cloud dashboard provides visualization, comparison, and team collaboration. Over 200,000 apps tested with 20M+ sessions worldwide. Used by 140+ game companies, top 10 smartphone brands, and major chip manufacturers. WeTest is certified under SOC 2 Type 2, ISO/IEC 27001:2013, ISO 9001:2015, ISO/IEC 20000-1, CMMI Maturity Level 3, and TMMI Maturity Level 3.

Artillery is a comprehensive platform designed for performance and reliability testing, enabling teams to ensure their applications remain both fast and dependable through an integrated suite of load testing, scalable Playwright end-to-end testing, and production monitoring. This modern and powerful toolkit is user-friendly, easily adoptable, and designed to work seamlessly with various coding agents. Engineering teams leverage Artillery to enhance their applications' performance and resilience under heavy loads, employing their existing TypeScript and JavaScript expertise to test a wide range of components from APIs to complete browser experiences. Supporting various technologies, including HTTP APIs, WebSocket and Socket.io services, SOAP, GraphQL, and intricate web applications with real browsers, Artillery caters to diverse testing needs. Additionally, its built-in distributed load testing capability allows teams to conduct extensive, cloud-scale, and multi-region tests on platforms like AWS Lambda, AWS Fargate, or Azure Container Instances without the hassle of infrastructure management. By streamlining the testing process, Artillery empowers teams to focus on innovation while maintaining high-quality application performance.

BlueOptima has pioneered the introduction of objective metrics necessary for effectively managing software development processes. For the first time, the company offers transparent metrics that enhance the management of software development resources through automation, standardization, and impartiality. The analytics platform created by BlueOptima enables software developers and organizations to produce superior software while maximizing both time and cost efficiency. As a groundbreaking solution in the industry, BlueOptima presents insights derived from the only objective metrics of software developer productivity in existence: Actual Coding Effort. This innovation represents a significant advancement in the realm of software development. The SaaS platform offered by BlueOptima allows for comprehensive analysis of productivity alongside quality within enterprise software development, covering aspects such as individuals, teams, tasks, projects, divisions, and external suppliers. By recognizing performance variations throughout an organization, managers are better equipped to enhance overall efficiency. Furthermore, BlueOptima has demonstrated the capability to uncover savings that can reach as high as 20% of budgets, making it an invaluable tool for optimizing resource allocation in software projects. This makes BlueOptima not only a leader in its field but also a critical partner for companies aiming to refine their development processes.

Curiosity Modeler generates: Clear, complete specifications that reduce the creation of costly bugs. Test cases optimized to catch more defects the first time. Test data that is compliant for each test and available to testers when they need it. Test frameworks, whether open source, commercial or homegrown, can be used to execute rigorous automated tests. Rapidly create flowcharts with a variety of importers and accelerations and automatically generate comprehensive automated tests and complete test data. Automation engineers maintain coded frames, exporting objects and actions to Curiosity Modeller. Anyone can automate with a drag-and drop approach.

Appvance IQ (AIQ), delivers transformative productivity gains and lower costs for both test creation and execution. It offers both AI-driven (fully automated tests) and 3rd-generation codeless scripting for test creation. These scripts are then executed using data-driven functional and performance, app-pen, and API testing -- both for web and mobile apps. AIQ's self healing technology allows you to cover all code with only 10% of the effort required by traditional testing systems. AIQ detects important bugs automatically and with minimal effort. No programming, scripting, logs, or recording are required. AIQ can be easily integrated with your existing DevOps tools, processes, and tools.

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.

PARASOFT SOATEST Artificial Intelligence and Machine Learning Power APIs and Web Service Testing Tools Parasoft SOAtest is based on artificial intelligence (AI), machine learning (ML), and simplifies functional testing across APIs and UIs. The API and web service testing tool is perfect for Agile DevOps environments because it uses continuous quality monitoring systems to monitor the quality of change management systems. Parasoft SOAtest is a fully integrated API and web-service testing tool that automates end-to-end functional API test automation. Automated testing is simplified with advanced functional test-creation capabilities. This applies to applications with multiple interfaces (REST and SOAP APIs as well as microservices, databases, etc.). These tools reduce security breaches and performance issues by turning functional testing artifacts in security and load equivalents. This allows for faster and more efficient testing, while also allowing continuous monitoring of API changes.

Accelerate Testing Processes to Fulfill Performance Expectations Hiperstation offers automated solutions for load, performance, and regression testing, empowering DevOps teams to conduct a greater volume of tests in a shorter timeframe while maintaining a steady approach, thus ensuring that applications adhere to both performance and reliability standards for production. This platform allows developers to generate tests that are automated, consistent, and repeatable, effectively mirroring the business requirements of the applications. It facilitates pre-production performance evaluations for both applications and systems software, enabling teams to scrutinize test outcomes and pinpoint any differences in application responses. Additionally, it meticulously documents the testing results of mainframe applications. Hiperstation also simulates server responses during user interface testing and allows for testing of changes in operating systems, language environments, or subsystems, as well as application modifications that do not involve user interfaces. Ultimately, this tool enhances the overall efficiency and effectiveness of the testing process within development teams.