Buying snapshot
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| Decision point | What OpenClaw states |
|---|---|
License | MIT, © OpenClaw Foundation. The Foundation keeps the whole product MIT licensed; there is no enterprise edition and no paid version. |
What you pay for | No subscription, no hosted tier and no token. You run it on your own Mac, Windows or Linux machine and bring hosted, subscription-backed, gateway or local models. |
Installation | One-line installer for macOS, Linux and WSL2 ( |
Desktop apps | Full apps that install the gateway, chat, setup and node features: macOS 15+ (Apple Silicon or Intel), Windows 10/11 (x64 or ARM64) and Linux x64 (AppImage or Debian package). Switch between stable and dev release channels with |
Deployment | One Gateway runs it as a personal assistant on a laptop or as a shared team deployment; configuration is the only difference. |
Where data goes | State, memory and credentials stay on your hardware. Prompts go to the model provider and chat platforms you configure. By default OpenClaw itself sends only a daily version check; anonymous feature statistics are opt-in, and |
Support | Official support at community.openclaw.ai; bugs and feature requests through the GitHub issue chooser; vulnerabilities through SECURITY.md. |
Who runs it | The OpenClaw Foundation, an independent US 501(c)(3) non-profit that employs the core team and signs every release. Donors include OpenAI, Amazon and Red Hat; the Foundation says donors do not own, control or direct the project, and OpenClaw is not an OpenAI product. |
Our take
Choose OpenClaw if you want an assistant that does real work from your chat apps and you are ready to own its setup on your own machine. If you need a vendor to host and run it for you, look elsewhere: the project offers no hosted service.
Evaluate OpenClaw
Comparisons
Where it stands out
Works in the chat apps you use. It talks to you on WhatsApp, Telegram, Discord, Slack, Signal, iMessage or any of its 29 channels, in DMs and group chats, so you do not need a separate AI app.
Takes actions, and remembers. It browses the web, fills forms, reads and writes files and runs shell commands, with full access or sandboxed. It remembers your preferences, projects and people from one conversation to the next.
No model lock-in. Models and agent harnesses (Claude, Codex, local models) are plugins you can swap without changing anything else.
Team use on one gateway. A team can share one gateway, with sessions everyone can open and steer, live presence, and commits credited to the people behind them.
Phones and devices. Companion apps and nodes add voice, Canvas, camera, screen and device-local actions on supported platforms. TechCrunch reported on 30 June 2026 that native iOS and Android apps arrived, with chat, Talk mode and remote action approvals paired to your own Gateway. Microsoft said at Build 2026 that OpenClaw runs natively on Windows inside Microsoft Execution Containers.
Extensible, with skill review. Tools, skills and plugins extend what it can do, and new capabilities are usually shared as plugins through ClawHub. An OpenClaw post dated 2 October 2026 says Tencent AIG joined ClawScan to strengthen security review for every skill and plugin uploaded to ClawHub.
Product screenshot
Trade-offs to weigh
Host access unless you sandbox it. Tools run on the host for the main session unless you configure sandboxing. The project says to treat inbound messages as untrusted input and to read its security, exposure and sandboxing guides before you connect other users or expose the Gateway remotely. DM-capable channels pair unknown senders by default, and you approve each pairing request.
Your models set the running cost. OpenClaw has nothing to sell, so what you spend depends on the models you connect, whether hosted, subscription-backed, gateway or local, and on the machine you run it on.
Building from source takes pnpm. The repository is a pnpm workspace, and plain
npm installat the repository root is not supported, so contributors and forks need that toolchain.
Public signals
About these signals
Verified factual signals from public sources. They indicate observable activity or interest, not total adoption, product quality, or cost.
47.0k GitHub commits 90d393.1k GitHub stars0 vulnerabilities across 1 package
See all signals from 7 sources
npm · openclaw@2026.10.7
Community discussions
Hacker News discussions about OpenClaw. Points and comments measure engagement, not customer satisfaction.
- 667ptsOpenClaw – Moltbot Renamed Again382 comments
Alternatives
Microsoft Scout. TechCrunch reported on 2 June 2026 that Microsoft launched Scout, a personal assistant openly inspired by OpenClaw that brings agent workflows to the Microsoft 365 ecosystem. It is worth a look if your work already lives in Microsoft 365.
Alternatives to OpenClaw
The reviewed substitutes for OpenClaw among the AI assistants, and what would make each one the better answer.
Other approaches
A different approach to the same problem. Each substitutes only for the workload named beside it.
- LangChain
- OpenClaw is a finished open-source personal AI assistant that runs tools, automates a browser and reaches you through chat apps; LangChain is the framework a team builds its own agent with. Both answer 'get an agent doing work', and the decision is build against adopt. OpenClaw is widely documented and packaged for macOS, Windows, Linux, iOS and Android, so adopting it is a real option rather than a thought experiment.Applies to: Whether to build an agent on a framework or run a finished open-source assistant.
- Proworkbench
- Choose ProWorkBench when every action must be approved before it runs, and OpenClaw when reaching the assistant from the channels you already use matters more.Applies to: A single user or small team wanting an AI assistant that runs and acts locally without sending data to a third party. Choose ProWorkbench when every action must be reviewed before it runs; choose OpenClaw when reaching the assistant from existing chat channels matters more.
Related technologies
Normally used together rather than chosen between, so these are not alternatives.
- OpenAI
- We believe our research will eventually lead to artificial general intelligence, a system that can solve human-level problems. Building safe and beneficial AGI is our mission.Applies to: Whether a self-hosted assistant replaces a hosted model service, or calls one.