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
| Category | Weight this run | CowAgent | QwenPaw | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 84 | 70 | CowAgent +14 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 67 | 68 | QwenPaw +1 |
| Agent ergonomics | 13%16.2 | 59 | 67 | QwenPaw +8 |
| Security & auth | 14%17.5 | 43 | 60 | QwenPaw +17 |
| Payments & pricing | 10%12.5 | 60 | 60 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 83 | 73 | CowAgent +10 |
| Transparency & trust | 7%8.8 | 45 | 56 | QwenPaw +11 |
| Negative events | ≤15 | -5 | -3 | |
| Total | C 58.5/100 | B 62.2/100 |
Facts side by side
| Fact | CowAgent | QwenPaw |
|---|---|---|
| Kind | Agent harness | Agent harness |
| Vendor | zhayujie | AgentScope |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | HTTP | 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 | 2026-09-30 | 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 | 47k stars | 36k 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
- Set
agent_permission_modetoworkspace-writeorread-onlybefore connecting any channel. Source and Docker installs default tofull-access - Keep the bot out of group chats that include other people. Any member who mentions it reaches the same tools as the owner
- Set
web_passwordbefore changingweb_hostto0.0.0.0. The password is empty by default - Set
external_api_tokento enablePOST /v1/chat/completions, and sendconversation_idto keep one session. Themodelfield does not select a model - Run it in a container for a hard boundary. The docs and the source both say the permission modes are not isolation
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, 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
- AstrBot vs CowAgent
- AstrBot vs QwenPaw
- CowAgent vs GAIA
- CowAgent vs Gemini Spark
- CowAgent vs Grok Bot
- CowAgent vs Haven
- CowAgent vs Hermes Agent
- CowAgent vs Instinct
- CowAgent vs IronClaw
- CowAgent vs Leon
- CowAgent vs Lindy
- CowAgent vs nanobot
- CowAgent vs NanoClaw
- CowAgent vs Dots
- CowAgent vs OpenClaw
- CowAgent vs PicoClaw
- CowAgent vs Poke
- CowAgent vs ZeroClaw
- CowAgent vs Zo Computer
- GAIA vs QwenPaw
- Gemini Spark vs QwenPaw
- Grok Bot vs QwenPaw
- Haven vs QwenPaw
- Hermes Agent vs QwenPaw
- Instinct vs QwenPaw
- IronClaw vs QwenPaw
- Leon vs QwenPaw
- Lindy vs QwenPaw
- nanobot vs QwenPaw
- NanoClaw vs QwenPaw
- Dots vs QwenPaw
- OpenClaw vs QwenPaw
- PicoClaw vs QwenPaw
- Poke vs QwenPaw
- QwenPaw vs ZeroClaw
- QwenPaw vs Zo Computer
Machine-readable
- This page as Markdown
/compare/cowagent-vs-qwenpaw.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/cowagent.json·/api/v1/tools/qwenpaw.json - From a terminal
anchor compare cowagent qwenpaw(the CLI) - Over MCP
compare_tools {"a": "cowagent", "b": "qwenpaw"}at/mcp, no key