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

CategoryWeight this runQwenPawZeroClawEdge
Reliability16%207074ZeroClaw +4
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.26882ZeroClaw +14
Agent ergonomics13%16.26772ZeroClaw +5
Security & auth14%17.56076ZeroClaw +16
Payments & pricing10%12.56060even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87380ZeroClaw +7
Transparency & trust7%8.85664ZeroClaw +8
Negative events≤15-3-3
TotalB 62.2/100BB 70.2/100

Facts side by side

FactQwenPawZeroClaw
KindAgent harnessAgent harness
VendorAgentScopeZeroClaw Labs
Hosted endpointno (local only)no (local only)
TransportsHTTP, stdio
AuthNoneNone
PricingFreeFree
x402nono
LicenceApache-2.0MIT OR Apache-2.0
Read-only variant documentednoyes
llms.txtnoyes
Last release2026-09-112026-09-05
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
Popularity36k stars33k 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

  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

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, 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

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.