Head to head · Assistant proactive · October 2026 research run

PicoClaw vs QwenPaw

QwenPaw scores 62.2 (B) on agent readiness against PicoClaw's 46.1 (D), and leads in 5 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

PicoClaw D

Best for A person who wants a chat-app assistant on a cheap Linux board, an old Android phone or a home server, with reminders, web search and file memory, and who accepts running software its maker calls pre-production.

Also in its favour

  • Free to start without a card

Watch for

No commit on main since 19 August 2026 and no release since v0.3.1 on 3 July 2026. An issue of 6 October calls the repository unmaintained, with no reply

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.

Ahead on

  • Reliability, 70 against 54
  • Schema & documentation, 68 against 51
  • Security & auth, 60 against 51
  • Maintenance & community, 73 against 22

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

Score by category

CategoryWeight this runPicoClawQwenPawEdge
Reliability16%205470QwenPaw +16
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.25168QwenPaw +17
Agent ergonomics13%16.26667QwenPaw +1
Security & auth14%17.55160QwenPaw +9
Payments & pricing10%12.56060even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.82273QwenPaw +51
Transparency & trust7%8.85656even
Negative events≤15-7-3
TotalD 46.1/100B 62.2/100

Facts side by side

FactPicoClawQwenPaw
KindAgent harnessAgent harness
VendorSipeedAgentScope
Hosted endpointno (local only)no (local only)
TransportsHTTP, stdio
AuthNoneNone
PricingFreeFree
x402nono
LicenceMITApache-2.0
Read-only variant documentednono
llms.txtnono
Last release2026-07-032026-09-11
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
Popularity30k stars36k stars

Verdicts

PicoClaw

Self-hosted under the MIT licence, with 19 documented chat channels, scheduled and heartbeat tasks, and local file memory. The repository has had no commit since 19 August 2026 and no release since 3 July, and 15 CVEs are listed against it with no advisory or security policy from the project.

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

PicoClaw

  1. Set allow_from to the owner's user ID on every channel before starting the gateway. An empty list accepts messages from anyone
  2. Set tools.exec.allow_remote to false unless chats must run shell commands. The shipped default is true, whatever docs/guides/configuration.md says
  3. Set isolation.enabled to true on Linux (needs bwrap) or run in a container. The deny patterns do not inspect child processes
  4. Use PICOCLAW_KEY_PASSPHRASE for credential encryption. One docs page names PICOCLAW_CREDENTIAL_PASSPHRASE, which the source does not read
  5. Treat the README's ClawdChat line (read a remote skill file and follow it) as untrusted third-party instructions

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, PicoClaw or QwenPaw?

QwenPaw scores 62.2 (B) on agent readiness against PicoClaw's 46.1 (D), and leads in 5 of 7 scored categories.

Are PicoClaw and QwenPaw open source?

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

Other comparisons with PicoClaw or QwenPaw

Machine-readable

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