Head to head · Assistant proactive · October 2026 research run

GAIA vs nanobot

nanobot scores 62.4 (B) on agent readiness against GAIA's 49.5 (D), and leads in 6 of 7 scored categories. GAIA leads on transparency & trust. 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

  • Transparency & trust, 60 against 48

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.

nanobot B

Best for A technical owner who wants an assistant on their own machine across many chat apps, with file-based memory and a free choice of model.

Ahead on

  • Schema & documentation, 77 against 51
  • Agent ergonomics, 74 against 54
  • Security & auth, 63 against 54
  • Payments & pricing, 60 against 20

Also in its favour

  • No key needed to call it
  • Open source

Watch for

No per-action approval was found in the docs or source. The agent sends messages, runs shell commands and edits files without asking

Score by category

CategoryWeight this runGAIAnanobotEdge
Reliability16%206770nanobot +3
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.25177nanobot +26
Agent ergonomics13%16.25474nanobot +20
Security & auth14%17.55463nanobot +9
Payments & pricing10%12.52060nanobot +40
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87882nanobot +4
Transparency & trust7%8.86048GAIA +12
Negative events≤15-5-6
TotalD 49.5/100B 62.4/100

Facts side by side

FactGAIAnanobot
KindPlatformAgent harness
VendorThe Experience CompanyHKUDS
Hosted endpointno (local only)no (local only)
Transports
AuthOAuthNone
PricingPaidFree
x402nono
LicencePolyForm-Noncommercial-1.0.0MIT
Read-only variant documentednono
llms.txtyesyes
Last release2026-09-142026-09-15
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 stars49k 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.

nanobot

nanobot runs on the owner's machine under the MIT licence, with no telemetry found in its source and memory kept as files the owner can read and restore. No per-action approval step was found, and the shell sandbox and workspace restriction are off by default. Five security advisories were published between March and September 2026, all with fixes.

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.

nanobot

  1. Set tools.restrictToWorkspace to true and tools.exec.sandbox to bwrap or seatbelt before giving it real accounts. Both are off by default
  2. Run 0.3.0 or later. Earlier versions carry the published SSRF flaw in web fetch (GHSA-vc5v-6vwm-wf9m)
  3. Keep allowFrom narrow on every channel and never set ["*"] on Email, which has no pairing
  4. Write secrets as ${VAR} references in ~/.nanobot/config.json. Plain values are stored in clear text
  5. Use nanobot -m "..." for a one-shot run, and keep nanobot gateway running for channels, schedules and heartbeat

Questions

Which is better for AI agents, GAIA or nanobot?

nanobot scores 62.4 (B) on agent readiness against GAIA's 49.5 (D), and leads in 6 of 7 scored categories. GAIA leads on transparency & trust.

Are GAIA and nanobot open source?

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

Other comparisons with GAIA or nanobot

Machine-readable

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