Head to head · Assistant proactive · October 2026 research run
QwenPaw vs ZeroClaw
ZeroClaw scores 70.2 (BB) 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
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
- 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
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.
Ahead on
- Schema & documentation, 82 against 68
- Agent ergonomics, 72 against 67
- Security & auth, 76 against 60
- Maintenance & community, 80 against 73
- Transparency & trust, 64 against 56
Also in its favour
- Agent-ready, a grade of BB or better
- 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
| Category | Weight this run | QwenPaw | ZeroClaw | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 70 | 74 | ZeroClaw +4 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 68 | 82 | ZeroClaw +14 |
| Agent ergonomics | 13%16.2 | 67 | 72 | ZeroClaw +5 |
| Security & auth | 14%17.5 | 60 | 76 | ZeroClaw +16 |
| Payments & pricing | 10%12.5 | 60 | 60 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 73 | 80 | ZeroClaw +7 |
| Transparency & trust | 7%8.8 | 56 | 64 | ZeroClaw +8 |
| Negative events | ≤15 | -3 | -3 | |
| Total | B 62.2/100 | BB 70.2/100 |
Facts side by side
| Fact | QwenPaw | ZeroClaw |
|---|---|---|
| Kind | Agent harness | Agent harness |
| Vendor | AgentScope | ZeroClaw Labs |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | HTTP, stdio | |
| Auth | None | None |
| Pricing | Free | Free |
| x402 | no | no |
| Licence | Apache-2.0 | MIT OR Apache-2.0 |
| Read-only variant documented | no | yes |
| llms.txt | no | yes |
| Last release | 2026-09-11 | 2026-09-05 |
| 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 | 36k stars | 33k stars |
Verdicts
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.
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
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
ZeroClaw
- Keep
[risk_profiles.<alias>] level = "supervised".fullruns every tool not listed inalways_ask, and the YOLO preset removes the sandbox and path rules too - Add sending and account tools such as
send_via,google_workspaceandhttp_requesttoalways_askso a session-level Always grant cannot skip the prompt - List senders in
[peer_groups.<name>] external_peers.["*"]accepts anyone on that channel - Set
[web_fetch].allowed_domainsand[http_request].allowed_domains. Fetches run unprompted and the OS sandbox does not block egress - 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, QwenPaw or ZeroClaw?
ZeroClaw scores 70.2 (BB) on agent readiness against QwenPaw's 62.2 (B), and leads in 6 of 7 scored categories.
Are QwenPaw and ZeroClaw open source?
Yes. QwenPaw is open source (Apache-2.0). ZeroClaw is open source (MIT OR Apache-2.0).
Other comparisons with QwenPaw or ZeroClaw
- AstrBot vs QwenPaw
- AstrBot vs ZeroClaw
- CowAgent vs QwenPaw
- CowAgent vs ZeroClaw
- GAIA vs QwenPaw
- GAIA vs ZeroClaw
- Gemini Spark vs QwenPaw
- Gemini Spark vs ZeroClaw
- Grok Bot vs QwenPaw
- Grok Bot vs ZeroClaw
- Haven vs QwenPaw
- Haven vs ZeroClaw
- Hermes Agent vs QwenPaw
- Hermes Agent vs ZeroClaw
- Instinct vs QwenPaw
- Instinct vs ZeroClaw
- IronClaw vs QwenPaw
- IronClaw vs ZeroClaw
- Leon vs QwenPaw
- Leon vs ZeroClaw
- Lindy vs QwenPaw
- Lindy vs ZeroClaw
- nanobot vs QwenPaw
- nanobot vs ZeroClaw
- NanoClaw vs QwenPaw
- NanoClaw vs ZeroClaw
- Dots vs QwenPaw
- Dots vs ZeroClaw
- OpenClaw vs QwenPaw
- OpenClaw vs ZeroClaw
- PicoClaw vs QwenPaw
- PicoClaw vs ZeroClaw
- Poke vs QwenPaw
- Poke vs ZeroClaw
- QwenPaw vs Zo Computer
- ZeroClaw vs Zo Computer
Machine-readable
- This page as Markdown
/compare/qwenpaw-vs-zeroclaw.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/qwenpaw.json·/api/v1/tools/zeroclaw.json - From a terminal
anchor compare qwenpaw zeroclaw(the CLI) - Over MCP
compare_tools {"a": "qwenpaw", "b": "zeroclaw"}at/mcp, no key