Katalon Studio is a test automation IDE for creating and running tests across web, mobile, API, and desktop applications.
Best AI Software Testing Tools in 2026
AI software testing tools help check applications with AI-assisted workflows. This list includes services and software available through web, API, self-hosted, Windows, macOS and Android platforms. Compare platform support before choosing. If you work from a Xiaomi, Redmi or POCO phone or tablet, confirm that an Android app is available and check what the mobile version covers. Review pricing, trial access, free…
Testsigma is a platform for planning, creating, running, analyzing, reporting on and maintaining automated tests.
testRigor creates and runs software tests written in plain English, using generative AI.
- 4
TestFirst
TestFirst is a unified QA platform for generating, automating, and managing tests across web, Android, API, console, and shell workflows.
Free planAndroidWebAPImacOS8.7From $12 a month - 5

Autify
Autify is a software testing platform for creating, running and managing application tests.
Free planAndroidiOSWebAPI8.3From $99 a month - 6
Keysight Eggplant Test
Keysight Eggplant Test is a test automation platform for end-to-end checks across web, mobile, API, desktop and complex environments such as Citrix.
AndroidiOSWebAPI8.3$9,999 one-time - 7

Keploy
Keploy records application traffic and turns it into API tests and dependency sandboxes for local development, CI, and Kubernetes verification.
Free planWebAPIExtensionLinux7.8From $19 a month - 8
Tricentis Testim
Tricentis Testim is an AI-powered test automation platform for Salesforce, web, and mobile applications.
Free planAndroidiOSWebAPI7.7Free plan - 9

ReadyAPI
WebAPILinuxmacOS7.7 - 10
TestZeus Hercules
TestZeus Hercules is an open-source autonomous agent for end-to-end software testing.
Free planWebAPILinuxSelf-hosted7.6From $1,000 a month - 11
Testim
Testim is a test automation platform for creating, maintaining, and running web and mobile tests.
Free planAndroidiOSWebAPI7.6Free plan - 12

SmartestQA
SmartestQA is a test automation platform that turns analysis documents and recorded browser sessions into executable test scenarios.
Free planAndroidiOSWebAPI7.5Free plan - 13
Momentic
Momentic is an AI testing platform for creating, running, and maintaining end-to-end tests as an app changes.
Free planAndroidiOSWebAPI7.4Free plan - 14
TestWheel
TestWheel is an automated testing platform covering web, mobile, API, performance, desktop, and security testing.
AndroidiOSWebAPI7.3From $10 a month - 15
Webomates
Webomates is a cloud-based Testing as a Service (TaaS) platform for software companies.
Free planWebAPI7.1Free plan - 16
ACCELQ
ACCELQ is an AI-powered, codeless platform for test automation and test management across web, mobile, API, desktop, and backend systems.
AndroidiOSWebAPI7.1 - 17

Functionize
Functionize is a web-based software testing platform that builds, runs, and maintains tests from plain-language descriptions as an application changes.
Free planWeb7.1From $20 a month - 18

Applitools Autonomous
AndroidiOSWebSelf-hosted7.1From $667 a month - 19
Autonoma
Autonoma is an open-source end-to-end testing platform that uses AI agents to exercise web and mobile apps and surface regressions on pull requests…
Free planWebAPISelf-hosted6.9Free plan - 20
iHarmony AI
iHarmony AI is an open-source platform for codeless test automation across web, mobile, desktop, API, and legacy applications.
AndroidiOSWebAPI6.9 - 21

mabl
mabl is an agentic testing platform for building, running, and recovering software test coverage.
AndroidiOSWebAPI6.9 - 22
Rainforest QA
Rainforest QA is a paid, AI-powered no-code testing platform for protecting critical user flows and creating maintainable tests.
AndroidiOSWebAPI6.8 - 23
UiPath Test Cloud
WebAPImacOSSelf-hosted6.7 - 24
Roost.ai
RoostGPT from Roost.ai is an AI-native quality engineering platform that turns requirements, code, APIs, and UI flows into maintained test assets,…
WebAPIExtensionLinux6.7 - 25

Diffblue Cover
Diffblue Cover generates unit tests for Java and Kotlin projects, with tools for test coverage, code changes, and refactoring.
Free planLinuxmacOSSelf-hostedWindows6.7Free plan
Choosing well
Check Android access
Platforms in this category include web, API, self-hosted, Windows, macOS and Android. A web service may work through a mobile browser, while an Android app can offer a different experience.
Check the listed platform and confirm what the Android version covers before relying on it from a Xiaomi, Redmi or POCO device.
Compare free plans and trials
Free plans are available from tools in this category, and trial periods are available from tools such as Testsigma, Katalon Studio, testRigor, Autify, SmartestQA, Tricentis Testim and Webomates.
Pricing models range from freemium to paid. Listed paid starting points include $19 per user per month for Keploy, $99 per month on an annual plan for Autify, $100 for Autonoma and $800 per month for TestZeus Hercules.
Choose a deployment model
Web, API and self-hosted options appear in this category. Windows and macOS support can matter if you need a desktop workflow, while Android support matters for phone-based access.
Check whether the deployment model fits your code, access controls and devices before signing up.
Review code and licence terms
Open-source code is available from tools in this category. If you need to read, modify or host the code, check the licence and the self-hosting details.
A hosted service may suit a different setup, so compare the available deployment options with your requirements.
Questions people ask
Do these tools have Android apps?
Android is one of the platforms represented in this category. Check the individual listing for Android availability and what its mobile version covers.
Can I start without paying?
Yes. Free plans are offered by tools in this category. Trial periods are also available from selected tools, with terms shown in their listings.
Are any options open source?
Open-source code is offered by tools in this category. Review the licence and hosting requirements before choosing one.
Which platforms are represented?
The category includes web, API, self-hosted, Windows, macOS and Android platforms. Support differs by tool, so check the listing.
What pricing models are available?
Listings include freemium and paid pricing models. Published starting points and trial details vary by tool; some listings show pricing on request.

