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
| Category | Weight this run | GAIA | QwenPaw | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 67 | 70 | QwenPaw +3 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 51 | 68 | QwenPaw +17 |
| Agent ergonomics | 13%16.2 | 54 | 67 | QwenPaw +13 |
| Security & auth | 14%17.5 | 54 | 60 | QwenPaw +6 |
| Payments & pricing | 10%12.5 | 20 | 60 | QwenPaw +40 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 78 | 73 | GAIA +5 |
| Transparency & trust | 7%8.8 | 60 | 56 | GAIA +4 |
| Negative events | ≤15 | -5 | -3 | |
| Total | D 49.5/100 | B 62.2/100 |
Facts side by side
| Fact | GAIA | QwenPaw |
|---|---|---|
| Kind | Platform | Agent harness |
| Vendor | The Experience Company | AgentScope |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | HTTP, stdio | |
| Auth | OAuth | None |
| Pricing | Paid | Free |
| x402 | no | no |
| Licence | PolyForm-Noncommercial-1.0.0 | Apache-2.0 |
| Read-only variant documented | no | no |
| llms.txt | yes | no |
| Last release | 2026-09-14 | 2026-09-11 |
| Terms last updated | 2026-08-14 | no document linked |
| Privacy policy last updated | 2026-08-07 | no document linked |
| Customer content may train models | not found in the text | |
| Terms restrict automated access | yes | |
| Terms restrict benchmarking | not found in the text | |
| Terms or service can change without notice | yes | |
| Arbitration or class-action waiver | yes | |
| Popularity | 308 stars | 36k 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
- 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.
- 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.
- 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.
- 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.
- Add outside tools as MCP servers by URL on the Integrations page. GAIA asks before adding a server in every approval mode.
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, 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
- AstrBot vs GAIA
- AstrBot vs QwenPaw
- CowAgent vs GAIA
- CowAgent vs QwenPaw
- GAIA vs Gemini Spark
- GAIA vs Grok Bot
- GAIA vs Haven
- GAIA vs Hermes Agent
- GAIA vs Instinct
- GAIA vs IronClaw
- GAIA vs Leon
- GAIA vs Lindy
- GAIA vs nanobot
- GAIA vs NanoClaw
- GAIA vs Dots
- GAIA vs OpenClaw
- GAIA vs PicoClaw
- GAIA vs Poke
- GAIA vs ZeroClaw
- GAIA vs Zo Computer
- 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/gaia-vs-qwenpaw.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/gaia.json·/api/v1/tools/qwenpaw.json - From a terminal
anchor compare gaia qwenpaw(the CLI) - Over MCP
compare_tools {"a": "gaia", "b": "qwenpaw"}at/mcp, no key