Cloud bots vs real-device automation
A practical comparison for teams deciding whether a cloud-bot model or a real-device model better fits their operations.
Cloud bots can reduce hardware overhead, while real-device automation emphasizes normal mobile-device environments. This page focuses on operational tradeoffs rather than guarantees.
Environment differences
Cloud-bot environments and real-device environments can differ substantially in session signals, device realism, and maintenance requirements.
Operational tradeoffs
Cloud tooling can simplify some deployment concerns. Real-device operations may add hardware overhead while offering a different environment profile and separation model.
When to evaluate this page
This comparison is useful when teams are selecting infrastructure for scaled workflows, agency delivery, or long-running multi-account operations.