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
| Category | Weight this run | GAIA | nanobot | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 67 | 70 | nanobot +3 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 51 | 77 | nanobot +26 |
| Agent ergonomics | 13%16.2 | 54 | 74 | nanobot +20 |
| Security & auth | 14%17.5 | 54 | 63 | nanobot +9 |
| Payments & pricing | 10%12.5 | 20 | 60 | nanobot +40 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 78 | 82 | nanobot +4 |
| Transparency & trust | 7%8.8 | 60 | 48 | GAIA +12 |
| Negative events | ≤15 | -5 | -6 | |
| Total | D 49.5/100 | B 62.4/100 |
Facts side by side
| Fact | GAIA | nanobot |
|---|---|---|
| Kind | Platform | Agent harness |
| Vendor | The Experience Company | HKUDS |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | ||
| Auth | OAuth | None |
| Pricing | Paid | Free |
| x402 | no | no |
| Licence | PolyForm-Noncommercial-1.0.0 | MIT |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| Last release | 2026-09-14 | 2026-09-15 |
| 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 | 49k 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
- 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.
nanobot
- Set
tools.restrictToWorkspaceto true andtools.exec.sandboxtobwraporseatbeltbefore giving it real accounts. Both are off by default - Run 0.3.0 or later. Earlier versions carry the published SSRF flaw in web fetch (GHSA-vc5v-6vwm-wf9m)
- Keep
allowFromnarrow on every channel and never set["*"]on Email, which has no pairing - Write secrets as
${VAR}references in~/.nanobot/config.json. Plain values are stored in clear text - Use
nanobot -m "..."for a one-shot run, and keepnanobot gatewayrunning 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
- AstrBot vs GAIA
- AstrBot vs nanobot
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- CowAgent vs nanobot
- 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 NanoClaw
- GAIA vs Dots
- GAIA vs OpenClaw
- GAIA vs PicoClaw
- GAIA vs Poke
- GAIA vs QwenPaw
- GAIA vs ZeroClaw
- GAIA vs Zo Computer
- Gemini Spark vs nanobot
- Grok Bot vs nanobot
- Haven vs nanobot
- Hermes Agent vs nanobot
- Instinct vs nanobot
- IronClaw vs nanobot
- Leon vs nanobot
- Lindy vs nanobot
- nanobot vs NanoClaw
- nanobot vs Dots
- nanobot vs OpenClaw
- nanobot vs PicoClaw
- nanobot vs Poke
- nanobot vs QwenPaw
- nanobot vs ZeroClaw
- nanobot vs Zo Computer
Machine-readable
- This page as Markdown
/compare/gaia-vs-nanobot.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/gaia.json·/api/v1/tools/nanobot.json - From a terminal
anchor compare gaia nanobot(the CLI) - Over MCP
compare_tools {"a": "gaia", "b": "nanobot"}at/mcp, no key