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

CategoryWeight this runAstrBotQwenPawEdge
Reliability16%208170AstrBot +11
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.26268QwenPaw +6
Agent ergonomics13%16.25467QwenPaw +13
Security & auth14%17.54460QwenPaw +16
Payments & pricing10%12.56060even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88173AstrBot +8
Transparency & trust7%8.84056QwenPaw +16
Negative events≤15-2-3
TotalC 58.8/100B 62.2/100

Facts side by side

FactAstrBotQwenPaw
KindAgent harnessAgent harness
VendorAstrBotDevsAgentScope
Hosted endpointno (local only)no (local only)
TransportsHTTP, stdio
AuthOAuth or keyNone
PricingFreeFree
x402nono
LicenceAGPL-3.0-or-laterApache-2.0
Read-only variant documentednono
llms.txtnono
Last release2026-09-272026-09-11
Terms last updated2026-01-12no document linked
Privacy policy last updatedno document linkedno document linked
Customer content may train modelsnot found in the text
Terms restrict automated accessnot found in the text
Terms restrict benchmarkingnot found in the text
Terms or service can change without noticenot found in the text
Arbitration or class-action waivernot found in the text
Popularity42k stars36k 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

  1. Set ASTRBOT_DISABLE_METRICS=1 before the first start. Statistics, including the hostname, are sent to tickstats.soulter.top by default
  2. Set dashboard.host to 127.0.0.1 in data/cmd_config.json, or the DASHBOARD_HOST variable, unless remote access is intended. The default is 0.0.0.0
  3. Create an abk_ key in Settings, OpenAPI with only the scopes needed, and send it as Authorization: Bearer or X-API-Key
  4. Include username in every POST /api/v1/chat body. Without the chat:admin scope an administrator ID is rejected
  5. Check Extensions, Future Tasks after asking for a schedule. One-off tasks are deleted after their run even when the run fails

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, 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

Machine-readable

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