Head to head · Assistant proactive · October 2026 research run

CowAgent vs QwenPaw

QwenPaw scores 62.2 (B) on agent readiness against CowAgent's 58.5 (C), and leads in 4 of 7 scored categories. CowAgent leads on reliability and maintenance & community. Both do assistant proactive.

Best AI personal assistants that act for one person · All 190 assistants comparisons

Which one, for what

CowAgent C

Best for One technical owner who wants an assistant on WeChat, Feishu, DingTalk, Telegram, Slack or Discord with memory in local files and a choice of Chinese and Western model providers.

Ahead on

  • Reliability, 84 against 70
  • Maintenance & community, 83 against 73

Also in its favour

  • Free to start without a card

Watch for

Source and Docker installs default to full-access, and no mode asks the owner before a shell command, a file send or an MCP call

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

  • Agent ergonomics, 67 against 59
  • Security & auth, 60 against 43
  • Transparency & trust, 56 against 45

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 runCowAgentQwenPawEdge
Reliability16%208470CowAgent +14
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.26768QwenPaw +1
Agent ergonomics13%16.25967QwenPaw +8
Security & auth14%17.54360QwenPaw +17
Payments & pricing10%12.56060even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88373CowAgent +10
Transparency & trust7%8.84556QwenPaw +11
Negative events≤15-5-3
TotalC 58.5/100B 62.2/100

Facts side by side

FactCowAgentQwenPaw
KindAgent harnessAgent harness
VendorzhayujieAgentScope
Hosted endpointno (local only)no (local only)
TransportsHTTPHTTP, stdio
AuthOAuth or keyNone
PricingFreeFree
x402nono
LicenceMITApache-2.0
Read-only variant documentedyesno
llms.txtyesno
Last release2026-09-302026-09-11
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
Popularity47k stars36k stars

Verdicts

CowAgent

MIT software with seven releases in 90 days, memory kept as plain files in the owner's workspace and three per-session permission modes. Source and Docker installs default to full-access, no action asks for approval, and an open report of 31 July 2026 says group members could reach the owner's files through the bot.

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

CowAgent

  1. Set agent_permission_mode to workspace-write or read-only before connecting any channel. Source and Docker installs default to full-access
  2. Keep the bot out of group chats that include other people. Any member who mentions it reaches the same tools as the owner
  3. Set web_password before changing web_host to 0.0.0.0. The password is empty by default
  4. Set external_api_token to enable POST /v1/chat/completions, and send conversation_id to keep one session. The model field does not select a model
  5. Run it in a container for a hard boundary. The docs and the source both say the permission modes are not isolation

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, CowAgent or QwenPaw?

QwenPaw scores 62.2 (B) on agent readiness against CowAgent's 58.5 (C), and leads in 4 of 7 scored categories. CowAgent leads on reliability and maintenance & community.

Are CowAgent and QwenPaw open source?

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

Other comparisons with CowAgent or QwenPaw

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