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Best codeless automation testing tools in 2021

Best Codeless Automation Testing Tools in 2023

With the advent of agile and DevOps culture, we’re already embracing digital transformation. Organizations globally are looking for newer technologies and tools to innovate, enhance productivity and deliver faster.

If we talk about testing itself — automation has taken us several leaps ahead; QA teams have solidified test efficiency and coverage even further. Gone are the days when automation testers had to learn coding to write test scripts. Enter codeless automation testing, which is one of the latest software trends to look out for.

As per Onometra’s software testing trends, codeless automation testing will witness an increase. Let’s understand what codeless automation testing is and why you should adopt it if you haven’t yet. 

Before proceeding, if you’re interested in understanding software testing trends , check our article out. 

What is Codeless Automation Testing?

Picture Credit: AgileDevOpsWest

As the name suggests, codeless automation testing is a testing methodology that doesn’t require writing the code. As a QA tester, if you’re able to write your test cases in English, it’s what codeless test automation is. Testers don’t have to learn to code as codeless automation testing tools can translate their inputs into scripts.

With codeless automation testing, we can exponentially reduce the time and effort to automate. Plus, we don’t always have to learn new languages. That’s a brownie point, right there! 

For successful codeless automation testing, tools are of immense value. In this post, we’ll discuss some of the best codeless automation testing tools and why you should choose them. Before that, let’s look at some ideal features these tools should have: 

  • Should be easy to use
  • Should have features that make test maintenance easier
  • Should be platform-agnostic
  • Should help you save time, money, and resources

For an in-depth understanding of codeless automation testing, read A Guide to Codeless Testing.

Testsigma: A cloud-based tool — Testsigma is a codeless test automation tool where scripts can be written in simple English. This end-to-end automation testing tool offers thousands of real-time devices with various browsers and OS combinations for you to run tests on. It supports CI/CD integrations and offers a solid test management ecosystem. 


  • Auto-healing: 70% of test cases are managed by AI and it comes with self-healing properties.
  • API testing: Testsigma is an end-to-end automation testing tool that supports Shift-left and supports API testing.
  • Cloud-based: You can run your tests on a secure, scalable cloud that comes with thousands of real devices.
  • Parallel test execution: Tests can be run simultaneously in multiple environments. 
  • Analytics & reports: Fetches real-time test performance results; lets you monitor team development and user activity to derive actionable insights.
  • Data-driven testing
  • Supports regression testing
  • Bug management: Testsigma reports bugs and crashes via Slack, Teams, email, and other communication platforms for teams to collaborate and fix.
  • It supports testing mobile, web, cross-browser, hybrid apps, etc., from the same place.
  • Price: Quite affordable; it begins at $99

Get efficient test automation being codeless with Testsigma

Mabl: Mabl is a codeless automation testing tool that provides end-to-end testing solutions. This cloud-based testing tool can be seamlessly integrated with CI/CD tools.

On Mabl, tests can be run on emulators; it also has a feature that mimics desktops or mobile devices, and you’ve got the flexibility to choose screen orientation and devices (for instance, OnePlus 7, iPhone 12, etc.) that you’d like to perform tests on.

Picture credit: Mabl


  • Auto healing: Mabl is an AI-powered test automation tool that combines human and machine intelligence to auto-heal. 
  • API testing: You can automate API tests and browser tests simultaneously.
  • Cloud-based: This doesn’t require any additional setup; can be scaled up or down based on the project requirement.
  • Parallel test execution: Time-saving and cost-effective as tests can be run at the same time.
  • Analytics dashboard: Generates reports for analyzing test reports, statistics, etc.
  • Data-driven testing
  • Supports regression testing
  • Bug management: Can be integrated with Jenkins, Slack, Bamboo, JIRA, etc. to quickly collaborate, communicate, and fix bugs with teams.
  • Tests for web, cross-browser, mobile, hybrid apps can be automated from the same place.
  • Price: Custom plan; get in touch with them for a quote

Perfecto: Formerly known as TestCraft, Perfecto is a scriptless automation testing tool that is powered by AI. Perfecto’s cloud comes with hundreds of real devices with various browser and OS combinations. It can be integrated with CI/CD tools.

This codeless testing tool is simple to learn and AI automatically corrects errors wherever necessary. Plus, Perfecto generates Selenium test scripts after you write tests in English.


  • Auto-healing: AI is capable of healing 97% of broken tests.
  • API testing: API testing on Perfecto is quick, offers advanced validation and scalability. 
  • Cloud-based: It is cloud-based and can be accessed from anywhere.
  • Parallel test execution: You can run tests simultaneously on various platforms and environments. 
  • Analytics & reports: Perfecto sends out insightful reports after every run.
  • Behaviour-driven testing
  • Supports regression testing
  • Bug management: Bug reports and crashes are reported via logs and screenshots along with recommendations for bug fixes. 
  • You can automate tests for mobile, web, app, hybrid apps, cross-browser, etc. from the same place.
  • Price: Custom plan for no-code automation; you can contact Perfecto for a quote

Leapwork: Whether your background is technical or not — Leapwork lets you learn and automate test cases quite quickly. This codeless automation testing tool allows building test cases virtually via design flow charts.

You can automate a wide range of apps, including desktop, SAP, Citrix, mobile, web, and cloud-based ones. It supports CI/CD tools. You can run tests by importing data from spreadsheets, web services, and databases.

Picture Credit: Leapwork


  • Auto-healing: Utilizes NLP and AI for self-healing
  • API testing: Supports API testing and it comes with a REST API that lets third-party systems automate any flows on Leapwork.
  • Cloud-based
  • Parallel test execution: Supports running tests in multiple environments via Selenium Grid or cloud-based tools like BrowserStack and Sauce Labs.
  • Analytics & reports: Leapwork has an exhaustive analytics dashboard that fetches performance reports; it’s also customizable and can be integrated with Tableau and Power BI. 
  • Data-driven testing
  • Supports regression testing
  • Bug management: Leapwork offers a hyper-visual bug management system where it shows bugs in three forms: activity log, video recordings of the bugs, and a debug version of the automation flow with data insights.
  • This tool supports testing mobile, web, cross-browser, hybrid apps, etc., from the same place.
  • Price: Custom quote

Ranorex Studio: Ranorex Studio is a codeless test automation tool that supports tech stacks such as .NET, C#, HTML5, Java, etc. It can be integrated with major CI/CD tools, and it’s particularly great for GUI testing. Like most codeless automation testing tools, Ranorex also comes with features like drag and drop, capture and replay, and recording, etc.

Picture Credit: Ranorex Studio


  • Auto-healing: Ranorex self heals using object recognition to dodge exceptions and decrease manual maintenance
  • Supports API testing
  • Cloud-based: It’s fully cloud-based and offers a remote working functionality called ‘Ranorex Remote’ for teams to collaborate and work from anywhere.
  • Parallel test execution: You can run tests parallelly on physical servers, virtual servers, or Selenium grids.
  • Analytics & reports: With Ranorex, you can analyze test results via an XML-based test run report; the dashboard can be customized based on your preference
  • Data-driven testing, keyword-driven testing
  • Supports regression testing
  • Bug management: This tool reports bugs via screenshots and logs. For UI testing, it comes with an in-built image comparison feature that helps you identify errors quickly.
  • You can automate tests for mobile, web, cross-browser, hybrid apps, etc., from the same platform.
  • Price: Very expensive, it begins at $3,590.

Katalon: Katalon is a codeless testing platform that can be integrated with multiple CI/CD tools, DevOps, and any cloud-based services. While it is great for beginners, it offers extensive script extension and customization for experts.

Apart from the cloud, it can be used on local machines too. Katalon’s store offers myriad plugins that can effectively improve the testing capabilities too. 

Picture Credit: Katalon


  • Auto-healing: Katalon uses AI-powered XPath options for auto-healing, object location, and adapting to changes.
  • API testing: Katalon is API-centric, and it supports REST, SOAP/1.1, and SOAP/1.2 requests. 
  • Cloud-based: It can be accessed via the cloud and on local machines.
  • Parallel test execution: You can run tests on multiple devices, browsers, and environments simultaneously.
  • Analytics & Reports: Generates status reports and performance reports with a visual demonstration of test runs, crashes, performance, etc. 
  • Data-driven testing, behaviour-driven testing
  • Supports regression testing
  • Bug management: This tool has an advanced debugger that accelerates ad hoc inspection and catches any bugs, changes, etc. easily.
  • You can perform web, mobile, and desktop testing from the same project.
  • Price: It begins at $599 per year. 

At a glance, let’s look at the following table to understand the features of all these codeless automation testing tools.

Now that we’ve discussed the best codeless automation testing tools, tell us which one you’re keen on exploring. And if you’ve been using any other tool, tell us about it in the comments section.


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