comparison · openclaw

Plainwork
vs OpenClaw

Both run locally and act for you, but they take very different risks. OpenClaw is an open-source agent you self-host and give broad control of your device, with your own model key. Plainwork detects what you repeat, runs scoped, and asks before it acts.

Plainworkwatches & proposes

Observes how you work and proposes automations for what you repeat. No prompt required.

OpenClawyou self-host it

An open-source agent you self-host and give broad device access, bringing your own model.

Why Plainwork

Four reasons people
move over

01

It runs on your device

Capture, storage and detection all happen locally. Your screen activity never leaves the device it was recorded on.

02

There is nothing to set up

It watches what you repeat and proposes the automation. No prompts, no building.

03

It works with your oldest apps

Even the clunky internal software nothing else can automate. If you can click it, it can repeat it.

04

You approve every action

It proposes. Anything that sends, deletes or pays waits for you every single run.

Feature by feature

Where the two tools line up, and where they part ways.

Plainwork
OpenClaw
Setup
Nothing. It watches you work
Self-host, bring your own model key
How it learns
Detects what you repeat, or you teach it
You set up skills and access
Where it runs
On your device
Your own hardware
How it acts
In your real apps, in the background
Full shell and file access
Where models run
On your device, except smart steps
The cloud of whatever model you connect
Your private data
Screen activity never leaves your device
Goes to your chosen model
Works with
Any app on your desktop
Shell, files, browser, messaging
Trains on your data
Never
Depends on your provider
Who drives
It proposes, you approve
You message it, it acts
Best for
Repetitive work you never scripted
Self-hosting power users

Competitor column checked against each vendor’s own published terms in July 2026. Training policies differ by plan tier and change often, so check theirs before you decide. If we have something wrong here, tell us at help@plainwork.com and we will correct it.

faq

Plainwork vs OpenClaw, answered

The questions people ask before they switch. For the short version: different tools, different jobs.

Good fit

If this is your week,
Plainwork is for you

  • You repeat the same steps across apps every day.
  • You'd rather approve an automation than build one.
  • Your screen activity has to stay on your device.
  • You don't know which tasks are worth automating yet.

Ticked more than two?

It is free during the beta, and you can have a working habit before you close the laptop.

Download
Get started

Stop setting up automations.
Start approving them

Teach it one task on the first day, and let it find the rest while you work.

macOS, Windows coming soon · Free during beta