Cloud-native Agents Beat Local VMs

The key shift is that agent demand is moving from hobbyist setup to paid convenience. OpenClaw proved people wanted an AI that could click around apps, read files, and run multi step jobs. Perplexity Computer turned that same behavior into a web product that starts instantly, uses hosted connectors, and bills on credits, which makes the jump from developer toy to everyday paid workflow much easier.

• OpenClaw showed real pull because it let users hand an agent broad control over files, tools, and shell actions, but it generally required self hosting, API keys, and ongoing setup. That made it powerful for developers, but heavier for mainstream knowledge workers who just want the agent to work on day one.
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• Perplexity removed that setup burden by shipping Computer on the web to paid subscribers and attaching monthly credits to Max and enterprise plans. That turns agent use into a managed service, where Perplexity owns the browser session, connectors, and billing, instead of the user owning the runtime and maintenance.
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• Claude Cowork sits between those two models. It is packaged inside Claude Desktop and can use folders and connectors, but it runs locally in an isolated VM inside the desktop app. Perplexity is pushing further toward cloud delivery, where the product feels less like installing software and more like opening a tab and spending compute.
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This points to the next phase of the agent market, where winners are likely to be the companies that combine OpenClaw level capability with invisible infrastructure. As agents become regular work tools for email, spreadsheets, research, and admin tasks, distribution, reliability, and usage based monetization will matter more than raw autonomy alone.