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Head to head · Assistant proactive · October 2026 research run

GAIA vs NanoClaw

NanoClaw scores 68.3 (B) on agent readiness against GAIA's 49.5 (D), and leads in 6 of 7 scored categories. 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 NanoClawNanoCo, Inc. · Agent harness B68.3/100#229 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.

NanoClaw B

Best for A technical owner who wants an assistant on their own machine, reachable from chat apps, with container isolation and scheduled tasks, and who is willing to keep a fork.

Ahead on

  • Reliability, 78 against 67
  • Schema & documentation, 82 against 51
  • Agent ergonomics, 70 against 54
  • Security & auth, 74 against 54
  • Payments & pricing, 60 against 20
  • Transparency & trust, 65 against 60

Also in its favour

  • No key needed to call it
  • Free to start without a card
  • Open source

Watch for

The Claude provider runs with permissionMode: 'bypassPermissions', so shell, file and web tools run inside the container with no prompt

Score by category

CategoryWeight this runGAIANanoClawEdge
Reliability16%206778NanoClaw +11
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.25182NanoClaw +31
Agent ergonomics13%16.25470NanoClaw +16
Security & auth14%17.55474NanoClaw +20
Payments & pricing10%12.52060NanoClaw +40
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87878even
Transparency & trust7%8.86065NanoClaw +5
Negative events≤15-5-5
TotalD 49.5/100B 68.3/100

Facts side by side

FactGAIANanoClaw
KindPlatformAgent harness
VendorThe Experience CompanyNanoCo, Inc.
Hosted endpointno (local only)no (local only)
Transports
AuthOAuthNone
PricingPaidFree
x402nono
LicencePolyForm-Noncommercial-1.0.0MIT
Read-only variant documentednono
llms.txtyesyes
Last release2026-09-142026-10-09
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 stars31k 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.

NanoClaw

Each session runs in an unprivileged Docker container and API keys stay in a credential gateway on the host, so a manipulated agent cannot read them. Inside the container the agent runs with permission prompts off, network egress is open by default, and it can message any chat it is wired to without approval.

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.

NanoClaw

  1. Install with git clone and bash nanoclaw.sh. There is no registry package, and setup needs Docker, Node 22 or later and a Claude or Codex credential
  2. Set NANOCLAW_EGRESS_LOCKDOWN=true before giving an agent credentials or an audience of strangers. The default leaves egress open
  3. Put chats with different audiences in separate agent groups. Every session of a group shares one read-write workspace and memory tree
  4. Turn on per-request approval for a secret in the gateway when its use should wait for a person. It is off unless configured
  5. On OneCLI installs, move the gateway to 1.42.0 by the upgrade guide before updating to 2026.10.0. The updater stops until that is done

Questions

Which is better for AI agents, GAIA or NanoClaw?

NanoClaw scores 68.3 (B) on agent readiness against GAIA's 49.5 (D), and leads in 6 of 7 scored categories.

Are GAIA and NanoClaw open source?

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

Other comparisons with GAIA or NanoClaw

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