Find the top mobile testing frameworks and see how Momentic’s AI-native, no-code tests cut flakiness, maintenance and release cycles.


Traditional mobile testing frameworks: we’ve carried on with them for a long time. They have been useful. No one is suggesting that Appium, XCUITest, and Espresso are bad.
Technology has moved on, however. Can newer, AI-native solutions offer benefits that traditional frameworks are no longer in a position to match?
The answer is ‘yes’. Here is a list of our top traditional mobile testing frameworks, and how Momentic makes testing easier, quicker, and better with AI tech.
Momentic is an AI-native mobile testing platform that allows you to write tests without code, cut maintenance workloads, and gain in-depth insights into your testing processes.
Unlike many tools that focus on a single niche (e.g., UI automation only), Momentic provides a unified testing ecosystem that scales from small teams to enterprise automation. We work for the smallest and the largest, and scale with you as you grow.
Natural Language Test Creation
Describe what you want to test, and let AI do the rest. Hours of scripting saved!
Selectors That Adapt To UI Changes
Intent-based, natural language locators automatically update when the DOM changes – flaky tests minimized.
Agentic AI
Momentic's AI explores your app, finds critical user flows, generates tests, and keeps them up to date.
Cross-Platform Automation
Test Android, iOS, and hybrid apps via a single test suite. Write tests once and run them across multiple devices.
Test Orchestration
Automate test scheduling, parallel execution, and result aggregation with built-in orchestration tools.
Performance Monitoring and Analytics
Capture metrics like memory usage, CPU load, network performance, and crash logs during tests.
CI/CD Friendly
Seamlessly integrates with GitHub Actions, Jenkins, GitLab CI, CircleCI, and more.
AI functionality is really going to save you time – agentic AI, intent-based locators, and natural language test creation are central to how Momentic works. Test creation is instantaneous. Test suites run in minutes instead of hours. You wipe out that time spent on debugging and spend it on something better.
Best for: Growing teams that want to test faster and release quicker, and are happy to ‘black box’ some of their testing processes to do so.
Appium has been a mainstay in the mobile testing world for years, especially for those looking for an open-source solution. This means it comes with an extensive developer community – you won’t have a problem finding people who know how to use it.
Cross-Platform Support
Automate testing for iOS and Android apps using the same API.
WebDriver Protocol
Drive tests using the standard WebDriver interface, which will be familiar to Selenium users and easy for your team to pick up.
Language Flexibility
Write tests in multiple languages, including Java, Python, Ruby, JavaScript, and C#.
Support for Native, Hybrid, and Web Apps
Test a range of apps from a single platform.
It’s flexible, free to use, and comes with an established user community. With this comes complexity of setup and a lack of advanced features (AI, performance monitoring) that really drive efficiency.
Best for: Teams already working with Selenium/WebDriver looking to apply similar patterns to mobile testing without licensing costs.
Do you build your mobile apps with React Native? If so, Detox’s gray-box testing framework could be a useful companion.
Key point about Detox: it runs tests synchronously with the app, reducing flakiness and improving reliability straight out of the box – so you get better results immediately.
Open Source
Time, but no budget? Configure Detox for free.
Designed for CI
Execute your E2E tests on CI platforms like Travis CI, CircleCI or Jenkins.
Fast Feedback
Optimized for speed – tests run faster with fewer false positives.
Designed for React Native
Tight integration with React Native internals improves stability.
If you’re a) a React Native shop and b) have the expertise to figure the config out for yourself, Detox offers value. As it requires a fair amount of knowledge about app internals to maximize benefits, this will likely suit organizations where engineers test their own code.
Best for: React Native developers who want stable, fast end-to-end UI tests.
If you’re an Android exclusive team, Google’s own UI testing framework should definitely be on your list.
Espresso is designed for fast, reliable UI automation within the Android ecosystem. And, whilst it doesn’t offer much in the way of time-saving AI features itself, it integrates with plenty of solutions that can extend functionality here.
Native Android Automation
Deep access into Android UI elements.
Synchronized Actions
Automatically waits before performing actions to reduce flakiness.
Android Studio Integration
Seamless workflow with Android’s primary IDE.
Integrations
Integrates with a range of other solutions for dynamic waits (GPT Driver), AI test generation (TestSprite), and analytics (Lambda Test)
Espresso produces stable UI tests for Android, and strong Google support is nothing to be sniffed at. Advanced feature gaps can be plugged by third-party integration.
However, it’s worth asking whether you’re always going to be Android only before committing – becoming too reliant on it, then having to switch when you expand onto a different OS will be a significant time and resource drain.
Best for: Android projects that need solid, native UI test automation without cross-platform requirements
XCUITest is to iOS what Espresso is to Android. If you build apps for use on Apple’s range of mobile products, you could do a lot worse than Apple’s official UI testing solution.
XCUITest is tightly integrated into Xcode and provides reliable automation for iOS interfaces. Whilst – similar to Espresso – it offers little by way of advanced AI or analytics features out of the box, third-party solutions can be integrated with little effort
Native iOS Automation
Runs directly using Apple frameworks for accuracy and speed.
Xcode Integration
Create tests via record-and-playback via integration with Xcode test navigator
Record and playback support via Xcode test navigator.
Swift/Objective-C Test Creation
Write tests natively in Apple languages.
Integrations
Integrates with a range of other solutions for dynamic waits (GPT Driver), AI test generation (TestSprite), and analytics (testRigor).
XCUITest is stable, fast, and reliable – and Apple’s documentation is excellent. Equally, it’s code-heavy, and the time you spend getting used to it is potentially wasted the minute you step outside those iOS bounds.
Best for: Teams exclusively building iOS applications with a focus on native test automation.
For engineers using Flutter to build cross-platform apps, Flutter provides its own testing tools that integrate into the framework.
Specialist? Yes – and that’s what gives it its strengths for Flutter-fanatical teams.
First-Class Flutter Integration
Designed specifically for Flutter UI elements and widget testing.
Fast Integration Tests
Test real-world app flows in a native-like environment.
Support for Emulators and Real Devices
Works on both Android and iOS via Flutter build tools.
Range of integration options
Need AI functionality? Integrate with a choice of solutions to increase test efficiency.
If you know Flutter, you’re golden. It’s easy to use, and you’ll be able to write tests relatively quickly (though nowhere near as quickly as with an AI test creation tool).
Best for: Flutter teams looking for a testing framework built specially for their needs, which won’t take long to brush up on.
Would you choose:
We can take a guess at the answer – because why not opt for the tool that will allow you to test better, faster, and smarter?
Momentic offers low-code testing, AI-enhanced features, plus a suite of useful mobile testing features, including 1s emulator cold starts, 200ms cached interactions, and seamless context switching between native and WebViews.
Perhaps that’s why our customers have saved over 40 engineering hours per month and expanded to 80% coverage in just two days.
Want to join them? Book a demo today to supercharge your mobile app testing process.