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Head to head · Assistant proactive · October 2026 research run

GAIA vs OpenClaw

OpenClaw scores 67.1 (B) on agent readiness against GAIA's 49.5 (D), and leads in every scored category. Both do assistant proactive.

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

GAIAThe Experience Company · Platform D49.5/100#813 of 986 OpenClawOpenClaw Foundation · Agent harness B67.1/100#270 of 986

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.

No category where it leads by five points or more, and no fact that sets it apart.

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.

OpenClaw B

Best for A technical owner who wants an assistant on their own machine across many chat apps, with their choice of model and files they can read and delete.

Ahead on

  • Reliability, 75 against 67
  • Schema & documentation, 84 against 51
  • Agent ergonomics, 77 against 54
  • Security & auth, 74 against 54
  • Payments & pricing, 60 against 20
  • Maintenance & community, 86 against 78
  • Transparency & trust, 68 against 60

Also in its favour

  • Open source

Watch for

Without configuration the default is full access. Host exec runs with no approval and sandboxing is off

Score by category

CategoryWeight this runGAIAOpenClawEdge
Reliability16%206775OpenClaw +8
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.25184OpenClaw +33
Agent ergonomics13%16.25477OpenClaw +23
Security & auth14%17.55474OpenClaw +20
Payments & pricing10%12.52060OpenClaw +40
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87886OpenClaw +8
Transparency & trust7%8.86068OpenClaw +8
Negative events≤15-5-8
TotalD 49.5/100B 67.1/100

Facts side by side

FactGAIAOpenClaw
KindPlatformAgent harness
VendorThe Experience CompanyOpenClaw Foundation
Hosted endpointno (local only)no (local only)
Transports
AuthOAuthOAuth or key
PricingPaidFree
x402nono
LicencePolyForm-Noncommercial-1.0.0MIT
Read-only variant documentednoyes
llms.txtyesyes
Last release2026-09-142026-10-12
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 stars392k 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.

OpenClaw

Self-hosted under the MIT licence, with state, memory and credentials kept on the owner's machine and no paid tier. A fresh install runs tools on the host with full access, no approval prompt and no sandbox, and the project has published 722 security advisories since January 2026, 14 of them critical.

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.

OpenClaw

  1. Set a session permission mode of guarded or workspace, or tools.exec.mode, before connecting mail. The default runs host commands without approval
  2. Turn on agents.defaults.sandbox for any agent that reads mail, web pages or attachments. Sandboxing is off by default
  3. Set tools.message.crossContext.allowAcrossProviders and allowWithinProvider to false to confine sends to the current conversation
  4. Route incoming mail to a restricted reader agent, as the IMAP and Gmail guides show, and deny gateway, cron, sessions_spawn and sessions_send for it
  5. Run openclaw security audit after setup, and treat the Gateway token as an owner credential. POST /tools/invoke accepts it with full operator access

Questions

Which is better for AI agents, GAIA or OpenClaw?

OpenClaw scores 67.1 (B) on agent readiness against GAIA's 49.5 (D), and leads in every scored category.

Are GAIA and OpenClaw open source?

No open-source release is listed for GAIA. OpenClaw is open source (MIT).

Other comparisons with GAIA or OpenClaw

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