
GeeLark
VMOS Cloud
Redfinger
DuoPlus
BlueStacks
Genymotion
Gologin
android-emulator, cloud-phone, virtual-phone, android, app-testing, mobile-testing, ai-agents, remote-adb, mcp-server, cloud-based

BrowserStack
Evebyte Studio
Neura
And-GPT
Browser Use
Runner H
Skyvern
The infrastructure stack for mobile agent. Automate mobile apps with natural language commands.

Which is more popular?
Based on our record, Droidrun seems to be more popular. It has been mentioned 4 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | clousd.com | droidrun.ai |
| Pricing | ||
| Company | Startup from the United States · 1 - 9 employees · 2026 | Startup from Germany · 1 - 9 employees · 2026 |
| Listed in |
In their own words, as submitted to SaaSHub.


Clousd gives you real Android phones in the cloud. Each device runs a full Android system, from Android 12 to Android 17. You open it in the browser, see the screen live and use it with mouse and keyboard, the same way you use a phone in your hand.
With Droidrun you can automate any app on your mobile using natural langauge command. Droidrun is the execution layer for mobile agents while mobilerun.ai works as the agent orchestration layer.
What each product offers, as listed by its team.


No features have been listed yet.
An editorial look at what each product does well and who it suits.


No analysis of Clousd yet.
Overall verdict
Why this product is good
Recommended for
Walkthroughs and reviews on video.
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Setup Tutorial for Droidrun
How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing Clousd and Droidrun.
Clousd's answer
Each Clousd device from Android 12 to 17. Phones open in the browser in seconds and can be controlled by people, scripts or AI agents through the same API.
Droidrun's answer:
The best mobile AI Agent infrastructure in 2026.
Clousd's answer
Clousd was built in 2026 by Wisella AI LLC to give developers and AI agents real Android phones without maintaining a physical device lab.
Droidrun's answer:
Droidrun was founded by a tight-knit team of four co-founders with a history of successful collaboration. “We’re four co-founders who’ve already built two companies together, which gives us a proven working dynamic,” said Christian.
Christian, launching his third company, focuses on strategy and identifying early market opportunities. Niels Schmidt, Chief Technical Officer, architected the core mobile automation technology. He has deep experience in AI and blockchain, “but more importantly, he builds things that work in production,” Christian noted.
Nikolai Dück, Chief Product Officer, built an AI chatbot platform seven years ago, long before AI entered the mainstream, that Fortune 50 companies still use today. Peter Lächner, who previously worked at Bosch managing international teams, brings crucial expertise in how large enterprises purchase and deploy technology. Before Droidrun, the team built a dominant local loyalty platform in a German city and bonny.network, a blockchain-based consumer data reward platform.
The momentum for Droidrun came from a shared frustration. “We needed AI agents to extract product insights from viral TikTok videos for our previous startup. Sounds simple, but every mobile automation solution failed catastrophically. UiPath, Selenium, academic tools: they’d work in demos but break the moment TikTok updated their interface,” Christian recalled. This pain revealed a fundamental missing piece in the AI automation industry: reliable access to mobile app interfaces. Traditional AI mobile automation tries to “see” the screen like humans, capturing screenshots, analysing pixels, and estimating button locations. This approach is slow, fragile, and breaks when apps update.
“We flipped it completely. Instead of teaching AI to interpret mobile screens visually, we convert mobile interfaces into structured text that large language models already understand. Rather than hunting pixels, we give AI the actual button data and interface structure,” Christian explained.
This approach delivers three times faster execution, dramatically lower computational costs, and much higher reliability when apps update their UIs. Droidrun’s solution earned the #1 rating on the AndroidWorld benchmark and, crucially, works in production environments where vision-based solutions fail.
Droidrun combines visual understanding with UI structure extraction, enabling reliable control of mobile apps on Android and iOS. Its open-source framework has attracted rapid community adoption, with over 900 developers in 24 hours and more than 3,300 GitHub stars in under three months, making it the fastest-growing mobile AI agent project. Looking ahead, Droidrun is accelerating the development of its cloud platform, enabling enterprises to deploy mobile AI agents at scale while maintaining the open-source framework that fuels developer innovation.
Christian outlined the vision for the coming years: “Within a few years, automated workflows will outnumber human interactions on mobile devices. Instead of switching between a dozen apps to book a business trip, checking flights on one, hotels on another, and expenses in a third, you’ll simply tell your AI agent, ‘Book my trip to Berlin next week for the client meeting.’ The agent will handle it all automatically.”
This future promises a profound transformation. “Instead of static app icons and manual navigation, we’ll have agentic user interfaces that adapt and respond intelligently, or entirely new operating systems designed around AI agents rather than human touch.”
He stressed the essential role of infrastructure: “For this transformation to happen, agents need seamless access to mobile systems to bridge human intent with digital action. Droidrun is building the infrastructure that makes this revolution possible.”
Early adopters are using Droidrun to unlock data from mobile-only platforms, automate critical business workflows, extend robotic process automation (RPA) to mobile devices, support QA automation, and build AI agents that require mobile execution.
Clousd's answer
Real phone models instead of a generic emulator, a built-in AI agent that completes tasks on the phone, an open API with an MCP server and Python SDK, and simple pricing: pay as you go from $0.004 per minute or monthly plans from $29.
Droidrun's answer:
Droidrun allows you to automate any app on your mobile device using natural language command. You can connect your personal device and automate it without writing a single line of code.
Clousd's answer
Mobile developers and QA teams testing Android apps across models, Android versions and countries, and developers building AI agents that need a real phone to work on.
Droidrun's answer:
Developers who want to build large scale automations on phone, social media marketers who want to automate tasks at scale, QA engineers who want to test app UI/UX and registration flows.
Clousd's answer
Andorid, WebRTC for live screen streaming, Go, Python, PHP, REST API and Model Context Protocol (MCP).
Share your experience with using Clousd and Droidrun. For example, how are they different and which one is better?
External articles and on-site reviews we used to compare the two products.


We have no reviews of Clousd yet. Be the first one to post
It is important to note that Appium and Droidrun are not meant to be compared on every parameter. Appium focuses solely on mobile app testing automation, while testing is only one part of what Droidrun enables....
Recommendations tracked on public social media and blogs since March 2021.


Tracking Clousd since Nov 2026.
Droidrun agent reads this tree, sends it to an LLM (GPT, Claude, or Gemini), and asks: "here's what's on the screen. What should I do next?" the LLM responds with a thought process and an action (An example):. - Source: dev.to / 8 months ago
Appium and Droidrun serve different purposes within the mobile automation ecosystem. Appium is focused on deterministic, script-based mobile testing, while Droidrun enables broader, AI-driven automation across apps and platforms, with... - Source: dev.to / 11 months ago
Mobile agents like Droidrun are emerging as the more reliable option compared to browser agents. While browser agents often fail due to complex, changing web structures, anti-bot defenses, and cluttered interfaces, mobile agents operate... - Source: dev.to / about 1 year ago
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