Load testing tools: how to choose a load testing tool which best fits your needs

What is a load testing tool?

Load testing is a way of ensuring that software works well under real-world scenarios.

A load testing tool is used to recreate the behavior of real users on a variety of software applications using virtual users (VUs). It can simulate anywhere between one and several million VUs, depending on the nature and requirements of the load test. This ability to reproduce so many users makes it an indispensable tool – as it is not possible for humans to conduct this kind of testing on such a large scale.

The tool can be used on-premise or in the Cloud. For extreme tests, where a large quantity of VUs is needed, many servers are required. In this case, testing in the Cloud is the better option as it is more easily scalable than an on-premise solution. A load testing tool is used to:


  • Create load testing scripts: simulating the activity of each VU during testing
  • Configure test parameters:
    • What duration of testing is required, and for how many VUs?
    • How many different types of users will be included in the test?
    • How many desktop users versus mobile users?
    • Where will the load come from on-premise or cloud infrastructure?
  • Perform the Test:
    • Execute test with the script and configured parameters in place
    • Define when it should be conducted
    • Consider running it from a Continuous Integration server (e.g., Jenkins)
  • Analyze the Results:
    • While the test is running and the application is on, the performance engineer must analyze software behavior
    • Such monitoring during operation can be done with the load testing tool or with other specific monitoring means (e.g., APM or Application Monitoring)


Here are considerations to take into account to understand how to choose the right load testing tool:


Why use a load testing tool?

Using a load testing tool can identify and solve bottlenecks the system might experience in different scenarios. This helps prevent problems from occurring in a live production environment – which might negatively impact the business.

By conducting testing in realistic scenarios, the load testing tool helps protect against poor software performance – including unsavory response time. It can also be adapted to help manage and monitor performance levels in a live production environment.


Who uses load testing tools?

A load testing tool is used by a number of different professionals:


  • Performance engineers who work in performance test centers: These engineers need the most advanced tools to create the proper scripts and scenarios for effective testing.
  • Developers working in Agile/DevOps teams: Developers are becoming more involved in performance testing. When working within continuous monitoring processes, they start testing the first lines of code as soon as the first APIs are developed – even before a graphical user interface is available. These developers need a simple tool that doesn’t require a performance testing expert and one that can be used for API testing. As developers, they usually like to work in code – so the tool should ideally allow them to create tests using coding.

Try NeoLoad, the most automated performance testing platform for enterprise organizations continuously testing from APIs to applications.


How to choose the perfect tool for your needs?

Settings organizations should consider when making your decision.


Functional Description

Features and Benefits

Test Script Design
  • Create realistic test scripts
  • Design tests quickly, including complex ones
  • For performance engineers: To create complex test scripts that simulate the diversity of real-world use cases
  • For developers: To quickly generate API tests with code
Technical Support
  • Support a variety of Web protocols – HTTP, Java, etc.; older protocols such as SAP GUI and Oracle Forms
  • Provide extended protocol support so testers can test all their current applications
  • Simulate complex protocol behaviours to create realistic tests
  • Provide early support for emerging protocols
Mobile Testing
  • Simulate mobile users
  • Mobile behaviors are different from those of desktop. They must be isolated and simulated realistically – considering the specifics of mobile network conditions and different devices
On-premise/Cloud Load Infrastructure
  • Generate on- premise and cloud loads – or a combination
  • An on-premise testing tool that is easy to install, but requires investing in your loading infrastructure
  • The cloud is more suitable for generating extreme load tests (those with thousands of VUs). It can create loads outside firewalls to simulate realistic conditions
  • Depending on the application being tested, it might be appropriate to adopt a combination of VUs using on-premise and cloud infrastructure
Load Infrastructure Management
  • Manage/reserve load infrastructure
  • In large organizations, it can be challenging to manage load infrastructure
  • Enable teams to collaborate and share test resources (such as load generators and VU licenses)
Tool Scalability
  • Scale to thousands or even millions of VUs
  • Not all load testing tools can scale to accommodate significant tests with thousands or even millions of VUs
  • Generate millions of VUs – either on-premise or in the Cloud
  • Synchronize tens or many hundreds of controllers to ensure that load generators are synchronized
  • Create test reports and analyses that aggregate this data for multiple controllers and load generators
Load Testing Analysis
  • Analyze tested applications and identify bottlenecks
  • Must have its own monitoring capability or at least be capable of importing monitoring data for analysis
  • Must be able to provide actionable decision-making information to identify and help resolve bottlenecks
Integration with CI Pipeline
  • Integrate with Continuous Integration servers to automate performance testing
  • Does it provide standard integration with the most popular CI/CD servers?
  • Does it offer an API that enables integration with third parties?
  • Does it permit code-based testing for the integration of performance testing into a fully automated process?
  • Does it provide an automated success/failure SLA result, so that the test result can be fully automated?
Integration with Other Testing Tools
  • Integrate with other functional testing devices (e.g., Selenium)
  • Through integration with other tools the device lets you reuse existing, functional test scripts for load testing – speeding up the design phase
  • Use "browser-based" performance indicators for the end-user experience
  • Enable different teams to collaborate on performance testing process and results analysis
  • Must let you share test resources (scripts, results, etc.) as well as the test infrastructure itself, including load generators and VU licenses
  • •Must support teams working together
  • Ensure the security of these data being created (user logins and personal info, etc.)
  • Must encrypt the data it handles
  • Must be completely secure, with absoutely no backdoors that could compromsie the safety of the data
Technical Support
  • Support its customers in a variety of situations (different protocols and custom applications, etc.)
  • Testers must be able to customise protocols based on VUs to create realistic tests
  • Integrate performance testing into CI/CD pipelines to enable automation
  • Must provide testers with best practice guidance

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Are there different types of load testing tools?

There are several types of load testing tools, with varying yet complementary approaches:


  • Protocol-based tools: Generate protocol transactions at the application level. For example, requests on the HTTP protocol for web and mobile applications
  • Browser-based tools: Simulate the activity of real browsers, but for many different hundreds and even thousands of VUs


Load testing tools also come in different categories:


  • Tools-based on Open Source technology (JMeter): Simple use cases that do not require advanced testing capabilities
  • Advanced tools capable of providing a solution to suit even the most sophisticated needs: NeoLoad is one of the leaders and the main alternative to long-standing solutions like LoadRunner and Performance Center which have existed for decades

What are the main tools for load testing?



What need(s) are satisfied?

  • The leading load testing tool
  • Suitable for all testing requirements – from API testing to individual application testing
  • Designed for the enterprise market and excellence test centers, as well as Agile/DevOps teams
LoadRunner / Performance Center
  • Widely used in large organizations
  • Meets the needs of large organizations. Support complex use cases, but are dedicated for use by experts because they are just as complex to use
  • Both are expensive to implement/maintain
  • The Open Source load testing tool
  • Well suited to the basic requirements of load testing, but does not support legacy protocols such as SAP GUI
  • Requires third-party business tools for cloud and mobile testing
  • Based on JMeter
  • Provides reporting and cloud computing capabilities in addition to the open source capabilities of JMeter
  • Limited support for JMeter's capabilities under complex testing conditions

Start testing with NeoLoad, the fastest, the most realistic, and the most automated continuous performance testing platform.