18.4
Katalon Studio is a test automation IDE for creating and running tests across web, mobile, API, and desktop applications.
Free planAndroidiOSWeb
Best AI Code Testing in 2026
AI code-testing tools help teams check software with automated, model-assisted workflows. This list covers options with different test types, languages, execution methods, and coverage reports. Android availability can matter on a Xiaomi, Redmi, or POCO phone. Check for an Android app first, then compare web, API, self-hosted, iOS, and Windows access, plus IDE and CI support.
28.3
testRigor creates and runs software tests written in plain English, using generative AI.
Free planAndroidiOSWeb
38.3
Testsigma is a platform for planning, creating, running, analyzing, reporting on and maintaining automated tests.
Open sourceAndroidiOSWeb
- 4
Autify
Autify is a software testing platform for creating, running and managing application tests.
Free planAndroidiOSWebAPI7.6From $99 a month - 5
Keploy
Keploy records application traffic and turns it into API tests and dependency sandboxes for local development, CI, and Kubernetes verification.
Free planWebAPIExtensionLinux7.2From $19 a month - 6
TestGrid
TestGrid combines real-device and browser infrastructure with automation, test management, performance, API, visual, and AI-assisted testing.
AndroidiOSWebAPI7.2From $199 a month - 7
Qodo
Qodo is an AI code review and governance platform that reviews pull requests with context from across a codebase.
WebExtensionLinuxmacOS7.1From $30 a month - 8
Testim
Testim is a test automation platform for creating, maintaining, and running web and mobile tests.
Free planAndroidiOSWebAPI7.1Free plan - 9
Applitools Autonomous
AndroidiOSWebSelf-hosted7.0From $667 a month - 10
TestWheel
TestWheel is an automated testing platform covering web, mobile, API, performance, desktop, and security testing.
AndroidiOSWebAPI7.0From $10 a month - 11
Functionize
Functionize is a web-based software testing platform that builds, runs, and maintains tests from plain-language descriptions as an application changes.
Free planWeb6.9From $20 a month - 12
Momentic
Momentic is an AI testing platform for creating, running, and maintaining end-to-end tests as an app changes.
Free planAndroidiOSWebAPI6.9Free plan - 13
Ito
Ito is a web-based QA service that runs execution-based behavioral tests for pull requests and posts reports with findings.
Free planWeb6.8From $40 a month - 14
ACCELQ
ACCELQ is an AI-powered, codeless platform for test automation and test management across web, mobile, API, desktop, and backend systems.
AndroidiOSWebAPI6.7 - 15
mabl
mabl is an agentic testing platform for building, running, and recovering software test coverage.
AndroidiOSWebAPI6.6 - 16
Diffblue Cover
Diffblue Cover generates unit tests for Java and Kotlin projects, with tools for test coverage, code changes, and refactoring.
Free planLinuxmacOSSelf-hostedWindows6.5Free plan - 17
QA.tech
AndroidiOSWebAPI6.2 - 18
Open-Testing.AI
Open-Testing.AI is a free, open-source platform for modeling applications, creating and running tests, and analyzing results.
Free planWebAPISelf-hosted6.1Free plan - 19
Virtuoso
WebAPI5.6 - 20
Zoho QEngine
AndroidiOSWeb5.3 - 215.1
- 22
ReTest
WebLinuxmacOSWindows5.0 - 23
Meticulous
Web4.7 - 24
TestSpark
LinuxmacOSWindows4.7 - 25
Parasoft Jtest
LinuxWindows4.6
Choosing well
Check platform access
Start by checking whether the tool has an Android app if you need phone access. Compare its web, API, self-hosted, iOS, and Windows options as well.
Platform coverage can differ by product. Meticulous, for example, lists web access, so confirm the platforms you need before subscribing.
Compare plans and trials
Look for a genuine free plan when you want to evaluate a tool without a paid subscription. Open-Testing.AI lists open-source access, while ACCELQ, Autify, and Functionize list free plans.
Check the paid-from price and billing terms. Trial periods also vary: Applitools Autonomous and Autify list 14-day trials, while Katalon Studio lists a 30-day trial.
Match test coverage
Compare the test types and code languages a product supports with your project. Test execution and coverage reporting can affect how results fit your workflow.
Review CI integrations and IDE support before choosing, especially if code changes are handled through an existing build pipeline or editor.
Review deployment needs
Decide whether you need a hosted web service, an API, or self-hosted software. This choice affects how the tool connects to code and build systems.
Check licensing when you need to read or change code. Open-source availability is listed for Open-Testing.AI.
Questions people ask
Is there an Android app for these tools?
Android support is a platform comparison point, but availability differs by product. Check the individual listing before choosing for a Xiaomi, Redmi, or POCO phone.
Can I start with a free plan?
A free plan is offered by items in this category. Compare its limits with paid-from pricing, and check whether a trial is available instead.
Which platforms can these tools run on?
Listed platform types include web, API, self-hosted, Android, iOS, and Windows. Confirm the exact combination for the product you want.
What features should I compare?
Compare free plan terms, paid-from price, test types, code languages, CI integrations, test execution, IDE support, and coverage reporting.
Is open-source code available?
Open-source code is offered by an item in this category. Review the product's licence and deployment requirements before adopting it.