Head to head · Assistant proactive · October 2026 research run

GAIA vs QwenPaw

QwenPaw scores 62.2 (B) on agent readiness against GAIA's 49.5 (D), and leads in 5 of 7 scored categories. GAIA leads on maintenance & community. Both do assistant proactive.

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

Which one, for what

GAIA D

Best for It suits one person who wants mail triage, meeting briefs, todos and scheduled workflows from one assistant reachable on WhatsApp, Telegram, Slack, Discord or iMessage, and who wants to read the source.

Ahead on

  • Maintenance & community, 78 against 73

Watch for

The default approval mode in the source is always_allow, commented as nothing gated, while the privacy policy and the 26 August release notes say destructive actions wait for approval.

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 51
  • Agent ergonomics, 67 against 54
  • Security & auth, 60 against 54
  • Payments & pricing, 60 against 20

Also in its favour

  • No key needed to call it
  • Runs on your own machine
  • Open source

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 runGAIAQwenPawEdge
Reliability16%206770QwenPaw +3
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.25168QwenPaw +17
Agent ergonomics13%16.25467QwenPaw +13
Security & auth14%17.55460QwenPaw +6
Payments & pricing10%12.52060QwenPaw +40
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87873GAIA +5
Transparency & trust7%8.86056GAIA +4
Negative events≤15-5-3
TotalD 49.5/100B 62.2/100

Facts side by side

FactGAIAQwenPaw
KindPlatformAgent harness
VendorThe Experience CompanyAgentScope
Hosted endpointno (local only)no (local only)
TransportsHTTP, stdio
AuthOAuthNone
PricingPaidFree
x402nono
LicencePolyForm-Noncommercial-1.0.0Apache-2.0
Read-only variant documentednono
llms.txtyesno
Last release2026-09-142026-09-11
Terms last updated2026-08-14no document linked
Privacy policy last updated2026-08-07no document linked
Customer content may train modelsnot found in the text
Terms restrict automated accessyes
Terms restrict benchmarkingnot found in the text
Terms or service can change without noticeyes
Arbitration or class-action waiveryes
Popularity308 stars36k stars

Verdicts

GAIA

GAIA's source is public, so its approval gate, memory store and token handling can be read. Three approval modes and per-tool overrides exist, but the default mode in the source runs every action unasked, which the privacy policy and release notes do not say. Pro costs $30 a month and self-hosting is limited to noncommercial use.

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

GAIA

  1. Set Settings > Approvals to Always ask or Auto before connecting mail. The default in the source runs every action, including send and delete, without asking.
  2. Expect no public API on the hosted service. The backend turns off its OpenAPI document in production, so reach GAIA through its apps, bots or CLI.
  3. Check the plan before relying on the hosted service. The README and docs describe a Free plan, and the pricing page says GAIA is a paid product.
  4. For self-hosting, prepare Docker, Node.js 20, a WorkOS account and a model key first, and confirm the use is noncommercial under the licence.
  5. Add outside tools as MCP servers by URL on the Integrations page. GAIA asks before adding a server in every approval mode.

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, GAIA or QwenPaw?

QwenPaw scores 62.2 (B) on agent readiness against GAIA's 49.5 (D), and leads in 5 of 7 scored categories. GAIA leads on maintenance & community.

Are GAIA and QwenPaw open source?

No open-source release is listed for GAIA. QwenPaw is open source (Apache-2.0).

Other comparisons with GAIA or QwenPaw

Machine-readable

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