AI agent hosting: local vs VPS vs managed cloud
Compare local, VPS, and managed AI agent hosting by availability, maintenance, permissions, recovery, and total cost. Use a practical responsibility checklist.
Run an AI agent locally when its work depends on your computer and interruptions are acceptable. Choose a VPS when you need a persistent server and can operate it yourself. Choose managed hosting when you want a provider to take responsibility for specified infrastructure tasks. The useful comparison is who owns each failure, alongside what the hosting costs.
This guide covers hosting the agent process, its tools, and its saved state. Running the language model itself is a separate decision. An agent on your laptop can still send requests to a paid model API; an agent on a VPS can do the same.
What changes between local, VPS, and managed hosting?
Local hosting uses a computer you operate, such as a laptop or a home server. A VPS is a rented virtual server: DigitalOcean, for example, describes its Droplets as Linux virtual machines with configurable memory, CPU, and storage. Managed agent hosting adds an operating service around the runtime, with responsibilities that depend on the provider and plan. DigitalOcean's Droplet quickstart
Use this table as a buying checklist. The managed column describes items to confirm in the service agreement, rather than features every host provides.
| Decision | Local computer | Self-managed VPS | Managed agent hosting |
|---|---|---|---|
| Where does the agent run? | Your laptop, desktop, or home server | A rented virtual machine | Infrastructure selected or operated by the service |
| Who handles host maintenance? | You | You handle the guest OS and runtime | Confirm OS and runtime update ownership |
| What happens when your laptop sleeps? | A local agent may become unavailable | The remote process can continue | The remote process can continue; verify idle policy |
| Who restores lost state? | You | You, using backups you arranged | Confirm backup scope, retention, and restore procedure |
| Can it use files or apps on your computer? | According to its local permissions | Requires an explicit connection or transfer | Requires supported connections and permissions |
| What limits customization? | Your hardware and operating system | VM resources and provider rules | Supported runtimes, dependencies, tools, and plan limits |
| Who handles a failed task? | You | You | Application behavior usually still needs an owner |
When is local hosting the right choice?
Local hosting fits development, personal experiments, and work that needs direct access to desktop applications. It is also reasonable for a workflow you trigger while sitting at the computer and can retry tomorrow.
Separate a laptop from a dedicated home server in your decision. Both are local, but one travels with you and the other can stay powered on. OpenClaw's remote access documentation describes persistent VPS and home-server gateways for laptops that sleep, as well as desktop and laptop configurations. The host's availability matters more than its physical distance from you. OpenClaw remote access
For example, an agent that organizes a folder while you work may belong on your computer. A bot expected to answer a client overnight needs a host that remains reachable when you close the lid.
Before keeping an agent local, check its restart behavior, available disk space, and response after a network interruption. Decide whether another person could recover it if you were away. A spare computer can be a sensible host, but buying one does not assign anyone responsibility for its upkeep.
Local hosting also says little about where data goes. Trace each model call, search tool, connected application, and file upload. If a local process sends a document to an external API, that document has left the computer.
When should you choose a VPS?
A VPS fits a team that wants control over its runtime and is prepared to maintain a server. You can select the operating system, install dependencies, and decide when to update. Those choices are useful when an agent needs a particular binary, browser configuration, or integration a managed host does not support.
Budget for the operating work as well as the machine. Someone needs to install updates, manage access, watch disk usage, investigate failed starts, and practice restoration. Give that person time in the project estimate. The always-on agent cost model separates that time from hosting and model charges.
A practical VPS acceptance check is to reboot the server and then send a harmless request through the actual channel a user will use. Confirm that the agent replies, reads the expected saved state, and completes a permitted tool action. A running process is only one part of that test.
For a Hermes deployment, the 24/7 hosting guide walks through gateway supervision and these channel checks.
For remote administration, follow the runtime's supported access pattern. OpenClaw documents a gateway bound to loopback, reached through SSH or a suitable private-network arrangement. Avoid turning a local control interface into a public service without following its authentication and exposure guidance. OpenClaw remote access
Choose VM capacity after testing the workload. A text agent that waits for an API response and a browser agent opening several pages can have different resource needs. The cheapest machine on a pricing page is a price reference, not a validated sizing recommendation.
What should managed hosting take off your plate?
Managed hosting is worth considering when infrastructure work is consuming time you need for the agent's actual job. Compare providers using a short responsibility sheet with an owner and evidence for each item:
- Which runtime versions can I run, and who decides when they change?
- What restarts automatically, and how will I learn about repeated failures?
- Which files survive a restart, rebuild, cancellation, or migration?
- What backups exist, and can I perform a restore before depending on them?
- Who can access credentials, logs, and workspaces?
- How do I export my state and leave?
A host may automate deployment while leaving backups or application debugging to you. That can still be useful. Price the service against the specific work it removes, and assign the remaining work to someone on your team.
Ask for a demonstration using a disposable agent: restart it, recover a test file, revoke a key, and export its state. Record which actions are self-service and which require support. These checks reveal more about the operating experience than a deployment animation.
Evaluate a managed Hermes option
cloudrun is an option when Hermes fits the workload and you want project-based deployment with a canvas for configuring and operating the agent. Check the documented setup, compare the current hosting plan, and keep your existing setup available until a test deployment passes your acceptance checks.
For an implementation-focused walkthrough, start with cloudrun for developers. Use the responsibilities above to decide which parts of your operating process still need an owner.
Does changing hosts improve security?
Hosting changes the environment, but the agent's permissions still determine what it can do. A remote machine with access to every client credential can cause broad damage if a tool executes the wrong action.
OpenClaw explicitly assumes a trusted boundary per gateway. Its security documentation advises separate gateways and credentials, ideally separate operating-system users or hosts, when users do not trust one another. Apply that boundary when evaluating an agency setup; separate chat sessions alone are insufficient evidence of client isolation. OpenClaw security model
For any hosting option, list the files, accounts, and external actions available to the agent. Give a research workflow read access where possible. Require a human decision before enabling consequential writes. Verify that revoking a client credential actually prevents the next operation.
A decision you can test this week
Take one representative workflow and define success in observable terms: a request arrives, the agent completes its work, the result reaches the correct destination, and its state survives a restart. Include an interruption and a revoked credential in the trial.
Keep the workflow local if that environment meets the availability requirement and the local integrations are useful. Move it to a VPS if persistence and control justify the maintenance. Evaluate managed hosting if it removes operating tasks you would otherwise need to staff.
Record the decision with a review trigger, such as a client requiring overnight coverage, a new browser dependency, or a restore test failing. That gives you a reason to revisit the host when the workload changes.
If you decide to move an existing setup, use the local-to-managed migration checklist to plan the state transfer, channel switch, and rollback.
Common questions
Do I need a GPU to host an AI agent?
An agent that uses an external model API does not need a local GPU for those model calls. Its tools may have separate hardware requirements. Running model inference yourself requires a separate sizing exercise for the chosen model and expected workload.
Is managed hosting always cheaper than a VPS?
Compare the invoice plus your operating time. Managed hosting can cost more in cash while requiring less work from your team. It can also leave responsibilities you expected it to cover. Use the same workflow, support expectations, and recovery requirements in both estimates.