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
| Category | Weight this run | OpenClaw | QwenPaw | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 75 | 70 | OpenClaw +5 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 84 | 68 | OpenClaw +16 |
| Agent ergonomics | 13%16.2 | 77 | 67 | OpenClaw +10 |
| Security & auth | 14%17.5 | 74 | 60 | OpenClaw +14 |
| Payments & pricing | 10%12.5 | 60 | 60 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 86 | 73 | OpenClaw +13 |
| Transparency & trust | 7%8.8 | 68 | 56 | OpenClaw +12 |
| Negative events | ≤15 | -8 | -3 | |
| Total | B 67.1/100 | B 62.2/100 |
Facts side by side
| Fact | OpenClaw | QwenPaw |
|---|---|---|
| Kind | Agent harness | Agent harness |
| Vendor | OpenClaw Foundation | AgentScope |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | HTTP, stdio | |
| Auth | OAuth or key | None |
| Pricing | Free | Free |
| x402 | no | no |
| Licence | MIT | Apache-2.0 |
| Read-only variant documented | yes | no |
| llms.txt | yes | no |
| Last release | 2026-10-12 | 2026-09-11 |
| Terms last updated | no document linked | no document linked |
| Privacy policy last updated | no document linked | no 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 | ||
| Popularity | 392k stars | 36k 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
- Set a session permission mode of
guardedorworkspace, ortools.exec.mode, before connecting mail. The default runs host commands without approval - Turn on
agents.defaults.sandboxfor any agent that reads mail, web pages or attachments. Sandboxing is off by default - Set
tools.message.crossContext.allowAcrossProvidersandallowWithinProvidertofalseto confine sends to the current conversation - Route incoming mail to a restricted reader agent, as the IMAP and Gmail guides show, and deny
gateway,cron,sessions_spawnandsessions_sendfor it - Run
openclaw security auditafter setup, and treat the Gateway token as an owner credential.POST /tools/invokeaccepts it with full operator access
QwenPaw
- Set
QWENPAW_TELEMETRY_DISABLED=truebeforeqwenpaw init --defaultsorqwenpaw app. Both send usage data without asking - Set
approval_leveltoSTRICTorSMARTinagent.json. The defaultAUTOruns every tool call no guard rule flags - Set
dm_policyandgroup_policytoallowlistwithallow_fromon each channel. Both default toopen - Set
QWENPAW_AUTH_ENABLED=truebefore binding beyond 127.0.0.1. Requests from localhost skip login even then - Keep mail tools on
askforsend_message,delete_messageanddelete_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).
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Machine-readable
- This page as Markdown
/compare/openclaw-vs-qwenpaw.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/openclaw.json·/api/v1/tools/qwenpaw.json - From a terminal
anchor compare openclaw qwenpaw(the CLI) - Over MCP
compare_tools {"a": "openclaw", "b": "qwenpaw"}at/mcp, no key