Head to head · Assistant proactive · October 2026 research run
AstrBot vs QwenPaw
QwenPaw scores 62.2 (B) on agent readiness against AstrBot's 58.8 (C), and leads in 4 of 7 scored categories. AstrBot 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
AstrBot C
Best for Someone who wants one self-run bot answering on QQ, Telegram, Slack, Discord, Lark or WeCom, in private or group chats, with scheduled tasks, a knowledge base and plugins.
Ahead on
- Reliability, 81 against 70
- Maintenance & community, 81 against 73
Also in its favour
- Free to start without a card
Watch for
No approval step before any tool call. The agent sends messages, creates scheduled tasks and calls MCP tools without asking
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
- Schema & documentation, 68 against 62
- Agent ergonomics, 67 against 54
- Security & auth, 60 against 44
- Transparency & trust, 56 against 40
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 | AstrBot | QwenPaw | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 81 | 70 | AstrBot +11 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 62 | 68 | QwenPaw +6 |
| Agent ergonomics | 13%16.2 | 54 | 67 | QwenPaw +13 |
| Security & auth | 14%17.5 | 44 | 60 | QwenPaw +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 | 81 | 73 | AstrBot +8 |
| Transparency & trust | 7%8.8 | 40 | 56 | QwenPaw +16 |
| Negative events | ≤15 | -2 | -3 | |
| Total | C 58.8/100 | B 62.2/100 |
Facts side by side
| Fact | AstrBot | QwenPaw |
|---|---|---|
| Kind | Agent harness | Agent harness |
| Vendor | AstrBotDevs | AgentScope |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | HTTP, stdio | |
| Auth | OAuth or key | None |
| Pricing | Free | Free |
| x402 | no | no |
| Licence | AGPL-3.0-or-later | Apache-2.0 |
| Read-only variant documented | no | no |
| llms.txt | no | no |
| Last release | 2026-09-27 | 2026-09-11 |
| Terms last updated | 2026-01-12 | no document linked |
| Privacy policy last updated | no document linked | no document linked |
| Customer content may train models | not found in the text | |
| Terms restrict automated access | not found in the text | |
| Terms restrict benchmarking | not found in the text | |
| Terms or service can change without notice | not found in the text | |
| Arbitration or class-action waiver | not found in the text | |
| Popularity | 42k stars | 36k stars |
Verdicts
AstrBot
Fourteen official messaging adapters, scheduled tasks and scoped API keys come in one AGPL-3.0 program with releases most weeks. No tool call asks for approval, no mail, calendar or long-term memory connector is built in, and usage statistics, including the machine's hostname, are sent by default.
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
AstrBot
- Set
ASTRBOT_DISABLE_METRICS=1before the first start. Statistics, including the hostname, are sent to tickstats.soulter.top by default - Set
dashboard.hostto 127.0.0.1 indata/cmd_config.json, or theDASHBOARD_HOSTvariable, unless remote access is intended. The default is 0.0.0.0 - Create an
abk_key in Settings, OpenAPI with only the scopes needed, and send it asAuthorization: BearerorX-API-Key - Include
usernamein everyPOST /api/v1/chatbody. Without thechat:adminscope an administrator ID is rejected - Check Extensions, Future Tasks after asking for a schedule. One-off tasks are deleted after their run even when the run fails
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, AstrBot or QwenPaw?
QwenPaw scores 62.2 (B) on agent readiness against AstrBot's 58.8 (C), and leads in 4 of 7 scored categories. AstrBot leads on reliability and maintenance & community.
Are AstrBot and QwenPaw open source?
Yes. AstrBot is open source (AGPL-3.0-or-later). QwenPaw is open source (Apache-2.0).
Other comparisons with AstrBot or QwenPaw
- AstrBot vs CowAgent
- AstrBot vs GAIA
- AstrBot vs Gemini Spark
- AstrBot vs Grok Bot
- AstrBot vs Haven
- AstrBot vs Hermes Agent
- AstrBot vs Instinct
- AstrBot vs IronClaw
- AstrBot vs Leon
- AstrBot vs Lindy
- AstrBot vs nanobot
- AstrBot vs NanoClaw
- AstrBot vs Dots
- AstrBot vs OpenClaw
- AstrBot vs PicoClaw
- AstrBot vs Poke
- AstrBot vs ZeroClaw
- AstrBot vs Zo Computer
- CowAgent vs QwenPaw
- 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/astrbot-vs-qwenpaw.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/astrbot.json·/api/v1/tools/qwenpaw.json - From a terminal
anchor compare astrbot qwenpaw(the CLI) - Over MCP
compare_tools {"a": "astrbot", "b": "qwenpaw"}at/mcp, no key