Head to head · Assistant proactive · October 2026 research run

OpenClaw vs ZeroClaw

ZeroClaw scores 70.2 (BB) on agent readiness against OpenClaw's 67.1 (B), and leads in 1 of 7 scored categories. OpenClaw leads on agent ergonomics and maintenance & community. Both do assistant proactive.

Best AI personal assistants that act for one person · All 190 assistants comparisons

Which one, for what

OpenClaw B

Best for A technical owner who wants an assistant on their own machine across many chat apps, with their choice of model and files they can read and delete.

Ahead on

  • Agent ergonomics, 77 against 72
  • Maintenance & community, 86 against 80

Watch for

Without configuration the default is full access. Host exec runs with no approval and sandboxing is off

ZeroClaw BB

Best for One person who wants an assistant on their own hardware that answers on Telegram, Discord, Matrix or email, asks before it writes or runs commands, and works with a local model.

Also in its favour

  • Agent-ready, a grade of BB or better
  • No key needed to call it
  • Free to start without a card

Watch for

The docs state that command execution is not audited. [security.audit] records certificate events only, and tool receipts are opt-in and not durable

Score by category

CategoryWeight this runOpenClawZeroClawEdge
Reliability16%207574OpenClaw +1
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28482OpenClaw +2
Agent ergonomics13%16.27772OpenClaw +5
Security & auth14%17.57476ZeroClaw +2
Payments & pricing10%12.56060even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88680OpenClaw +6
Transparency & trust7%8.86864OpenClaw +4
Negative events≤15-8-3
TotalB 67.1/100BB 70.2/100

Facts side by side

FactOpenClawZeroClaw
KindAgent harnessAgent harness
VendorOpenClaw FoundationZeroClaw Labs
Hosted endpointno (local only)no (local only)
Transports
AuthOAuth or keyNone
PricingFreeFree
x402nono
LicenceMITMIT OR Apache-2.0
Read-only variant documentedyesyes
llms.txtyesyes
Last release2026-10-122026-09-05
Terms last updatedno document linkedno document linked
Privacy policy last updatedno document linkedno document linked
Customer content may train models
Terms restrict automated access
Terms restrict benchmarking
Terms or service can change without notice
Arbitration or class-action waiver
Popularity392k stars33k stars

Verdicts

OpenClaw

Self-hosted under the MIT licence, with state, memory and credentials kept on the owner's machine and no paid tier. A fresh install runs tools on the host with full access, no approval prompt and no sandbox, and the project has published 722 security advisories since January 2026, 14 of them critical.

ZeroClaw

Supervised autonomy is the default, so tools outside a short read-only list wait for the owner's approval, and secrets are encrypted in the config file. The docs state that command execution is not written to an audit log, and the project publishes no privacy policy or terms.

Before you call either

OpenClaw

  1. Set a session permission mode of guarded or workspace, or tools.exec.mode, before connecting mail. The default runs host commands without approval
  2. Turn on agents.defaults.sandbox for any agent that reads mail, web pages or attachments. Sandboxing is off by default
  3. Set tools.message.crossContext.allowAcrossProviders and allowWithinProvider to false to confine sends to the current conversation
  4. Route incoming mail to a restricted reader agent, as the IMAP and Gmail guides show, and deny gateway, cron, sessions_spawn and sessions_send for it
  5. Run openclaw security audit after setup, and treat the Gateway token as an owner credential. POST /tools/invoke accepts it with full operator access

ZeroClaw

  1. Keep [risk_profiles.<alias>] level = "supervised". full runs every tool not listed in always_ask, and the YOLO preset removes the sandbox and path rules too
  2. Add sending and account tools such as send_via, google_workspace and http_request to always_ask so a session-level Always grant cannot skip the prompt
  3. List senders in [peer_groups.<name>] external_peers. ["*"] accepts anyone on that channel
  4. Set [web_fetch].allowed_domains and [http_request].allowed_domains. Fetches run unprompted and the OS sandbox does not block egress
  5. Run one-shot tasks with zeroclaw agent -a <alias> -m "<task>". A cron or webhook turn has no prompt, so shell calls fall to the command policy

Questions

Which is better for AI agents, OpenClaw or ZeroClaw?

ZeroClaw scores 70.2 (BB) on agent readiness against OpenClaw's 67.1 (B), and leads in 1 of 7 scored categories. OpenClaw leads on agent ergonomics and maintenance & community.

Are OpenClaw and ZeroClaw open source?

Yes. OpenClaw is open source (MIT). ZeroClaw is open source (MIT OR Apache-2.0).

Other comparisons with OpenClaw or ZeroClaw

Machine-readable

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