BenchRank
#3 in Chat AssistantsUpdated 2026-08

OpenClaw

by OpenClaw · Open-source AI assistant that runs on your own machine

BenchRank score

71.3 — BenchRank score out of 100

Screenshots of OpenClaw

Homepage · OpenClaw

Homepage of OpenClaw

Overview

OpenClaw is an open-source AI assistant that you install and run on your own machine. The site says it organises your inbox, sends emails, manages your calendar and checks you in for flights, and that you direct it from WhatsApp, Telegram or any chat app you already use. It installs via a one-line shell script, npm, or desktop apps for macOS, Linux and Windows.

Best for
People who want an AI assistant they run themselves and drive from WhatsApp, Telegram or Discord.
Pricing
The captured page shows no prices; it describes the product only as open source and self-installed.
Runs on
AndroidWindowsSelf-hostedCLI

Strengths and trade-offs

Strengths

  • Open source and runs on your own machine, not a hosted service
  • Driven from chat apps you already use, such as WhatsApp
  • One-line installer sets up Node.js and the rest for you
  • Installs on macOS, Linux and Windows

Trade-offs

  • The Windows app is labelled beta on the captured page
  • You supply and maintain the machine it runs on
  • No pricing, support or security detail on the captured page

How OpenClaw markets itself

A structured read of the promise, proof and page design on OpenClaw’s captured homepage.

Homepage capture

“The AI that really does things.”

  • Angle: Outcome / benefit-led
  • Hero: Abstract graphic

Pricing

Published plans and prices from OpenClaw’s own pricing page.

How this score is made up

Each dimension is scored out of 100 and combined into the headline score using fixed weights.

  • MCP support

    Whether an agent can drive the product through the Model Context Protocol, and how much setup that takes.

  • API quality

    Public API surface: machine-readable spec, official SDKs, documented auth, errors, rate limits and versioning.

  • Documentation

    Publicly reachable docs — coverage, freshness, code samples and machine readability.

  • Agent friendliness

    How readable the site is to an automated client: llms.txt, structured data, server-rendered content, crawler access.

  • Changelog

    A public, dated record of what shipped and when — the clearest signal that a product is still alive.

  • Marketing site structure

    Whether the site answers a buyer's questions: clear positioning, the pages that matter, and accessibility.

  • Page speed

    How fast the site loads for real visitors: Chrome UX Report 75th-percentile LCP, INP and CLS, with a Lighthouse mobile run standing in where a site has too little traffic for field data.

  • Operational trust

    Status page and incident history, security disclosure, compliance and data-processing documentation.

Measured, but not part of the score

Useful to know, but not a mark for or against the product — so these do not affect the ranking.

  • Openness

    Source availability, self-hosting, data export and open standards. Scored and shown, but not part of the composite — paid SaaS is not worse for being paid SaaS.

  • Maintenance

    Release cadence and repository activity. Scored and shown, but not part of the composite — it is only measurable for open repositories.

This doesn’t look right — report a problem with OpenClaw’s score

Where this comes from

The OpenClaw pages BenchRank reads when it scores the product — its documentation, release notes, status and security pages, and its repository where there is one.

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