Head to head · Assistant proactive · October 2026 research run

OpenClaw vs QwenPaw

OpenClaw scores 67.1 (B) on agent readiness against QwenPaw's 62.2 (B), and leads in 6 of 7 scored categories. 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

  • Reliability, 75 against 70
  • Schema & documentation, 84 against 68
  • Agent ergonomics, 77 against 67
  • Security & auth, 74 against 60
  • Maintenance & community, 86 against 73
  • Transparency & trust, 68 against 56

Watch for

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

QwenPaw B

Best for One person who wants an assistant on Chinese and Western chat apps with scheduled digests, a consumer mailbox and file-based memory, on their own machine and with a model of their choice.

Also in its favour

  • No key needed to call it
  • Runs on your own machine

Watch for

Usage data is on by default, qwenpaw init --defaults accepts it without a prompt, and the opt-out variable is absent from the README and docs

Score by category

CategoryWeight this runOpenClawQwenPawEdge
Reliability16%207570OpenClaw +5
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28468OpenClaw +16
Agent ergonomics13%16.27767OpenClaw +10
Security & auth14%17.57460OpenClaw +14
Payments & pricing10%12.56060even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88673OpenClaw +13
Transparency & trust7%8.86856OpenClaw +12
Negative events≤15-8-3
TotalB 67.1/100B 62.2/100

Facts side by side

FactOpenClawQwenPaw
KindAgent harnessAgent harness
VendorOpenClaw FoundationAgentScope
Hosted endpointno (local only)no (local only)
TransportsHTTP, stdio
AuthOAuth or keyNone
PricingFreeFree
x402nono
LicenceMITApache-2.0
Read-only variant documentedyesno
llms.txtyesno
Last release2026-10-122026-09-11
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 stars36k 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.

QwenPaw

Mail tools ask for approval by default, automatic mail handling may not delete permanently, and the security docs list what each sandbox backend fails to enforce. Usage data is sent by default, the default approval level passes every tool call no rule flags, and no privacy policy or security advisory is published.

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

QwenPaw

  1. Set QWENPAW_TELEMETRY_DISABLED=true before qwenpaw init --defaults or qwenpaw app. Both send usage data without asking
  2. Set approval_level to STRICT or SMART in agent.json. The default AUTO runs every tool call no guard rule flags
  3. Set dm_policy and group_policy to allowlist with allow_from on each channel. Both default to open
  4. Set QWENPAW_AUTH_ENABLED=true before binding beyond 127.0.0.1. Requests from localhost skip login even then
  5. Keep mail tools on ask for send_message, delete_message and delete_thread, and turn on Mail Access Control with automatic handling

Questions

Which is better for AI agents, OpenClaw or QwenPaw?

OpenClaw scores 67.1 (B) on agent readiness against QwenPaw's 62.2 (B), and leads in 6 of 7 scored categories.

Are OpenClaw and QwenPaw open source?

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

Other comparisons with OpenClaw or QwenPaw

Machine-readable

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.