Where each tool wins, and where you need a real phone. mobilerun runs real Android and iOS hardware we own in the US and EU, for the most human-like behaviour at scale.
Six providers compared: real devices vs virtual instances, pricing, APIs, MCP support.
EU/US agent infrastructure vs consumer cloud Android operated from China.
Agent-driven real and hosted devices vs Android-only multi-account phones.
Devices we own and operate vs virtual Android cloud phones with randomized fingerprints.
AI-agent infrastructure vs a multi-account suite of browser profiles and cloud phones.
Production agents on a phone that keeps its state vs a CI test cloud that wipes it.
Production agent workloads vs a device cloud scoped to testing and validation.
Driving any app in production vs testing your own app in CI.
Framework plus an owned device fleet vs framework only, with physical iOS.
Natural-language, self-healing automation vs selector-based test scripts.
Real phones for mobile-native work vs headless browsers for the web.
A real phone fleet with AI agents vs on-device rule automation.
Why mobile-first workflows need a phone, not a browser.