Head to head · Assistant proactive · October 2026 research run
AstrBot vs nanobot
nanobot scores 62.4 (B) on agent readiness against AstrBot's 58.8 (C), and leads in 5 of 7 scored categories. AstrBot leads on reliability. Both do assistant proactive.
Best AI personal assistants that act for one person · All 190 assistants comparisons
Which one, for what
AstrBot C
Best for Someone who wants one self-run bot answering on QQ, Telegram, Slack, Discord, Lark or WeCom, in private or group chats, with scheduled tasks, a knowledge base and plugins.
Ahead on
- Reliability, 81 against 70
Also in its favour
- Free to start without a card
Watch for
No approval step before any tool call. The agent sends messages, creates scheduled tasks and calls MCP tools without asking
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 62
- Agent ergonomics, 74 against 54
- Security & auth, 63 against 44
- Transparency & trust, 48 against 40
Also in its favour
- No key needed to call it
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 | AstrBot | nanobot | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 81 | 70 | AstrBot +11 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 62 | 77 | nanobot +15 |
| Agent ergonomics | 13%16.2 | 54 | 74 | nanobot +20 |
| Security & auth | 14%17.5 | 44 | 63 | nanobot +19 |
| Payments & pricing | 10%12.5 | 60 | 60 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 81 | 82 | nanobot +1 |
| Transparency & trust | 7%8.8 | 40 | 48 | nanobot +8 |
| Negative events | ≤15 | -2 | -6 | |
| Total | C 58.8/100 | B 62.4/100 |
Facts side by side
| Fact | AstrBot | nanobot |
|---|---|---|
| Kind | Agent harness | Agent harness |
| Vendor | AstrBotDevs | HKUDS |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | ||
| Auth | OAuth or key | None |
| Pricing | Free | Free |
| x402 | no | no |
| Licence | AGPL-3.0-or-later | MIT |
| Read-only variant documented | no | no |
| llms.txt | no | yes |
| Last release | 2026-09-27 | 2026-09-15 |
| Terms last updated | 2026-01-12 | no document linked |
| Privacy policy last updated | no document linked | no document linked |
| Customer content may train models | not found in the text | |
| Terms restrict automated access | not found in the text | |
| Terms restrict benchmarking | not found in the text | |
| Terms or service can change without notice | not found in the text | |
| Arbitration or class-action waiver | not found in the text | |
| Popularity | 42k stars | 49k stars |
Verdicts
AstrBot
Fourteen official messaging adapters, scheduled tasks and scoped API keys come in one AGPL-3.0 program with releases most weeks. No tool call asks for approval, no mail, calendar or long-term memory connector is built in, and usage statistics, including the machine's hostname, are sent by default.
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
AstrBot
- Set
ASTRBOT_DISABLE_METRICS=1before the first start. Statistics, including the hostname, are sent to tickstats.soulter.top by default - Set
dashboard.hostto 127.0.0.1 indata/cmd_config.json, or theDASHBOARD_HOSTvariable, unless remote access is intended. The default is 0.0.0.0 - Create an
abk_key in Settings, OpenAPI with only the scopes needed, and send it asAuthorization: BearerorX-API-Key - Include
usernamein everyPOST /api/v1/chatbody. Without thechat:adminscope an administrator ID is rejected - Check Extensions, Future Tasks after asking for a schedule. One-off tasks are deleted after their run even when the run fails
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, AstrBot or nanobot?
nanobot scores 62.4 (B) on agent readiness against AstrBot's 58.8 (C), and leads in 5 of 7 scored categories. AstrBot leads on reliability.
Are AstrBot and nanobot open source?
Yes. AstrBot is open source (AGPL-3.0-or-later). nanobot is open source (MIT).
Other comparisons with AstrBot or nanobot
- AstrBot vs CowAgent
- AstrBot vs GAIA
- AstrBot vs Gemini Spark
- AstrBot vs Grok Bot
- AstrBot vs Haven
- AstrBot vs Hermes Agent
- AstrBot vs Instinct
- AstrBot vs IronClaw
- AstrBot vs Leon
- AstrBot vs Lindy
- AstrBot vs NanoClaw
- AstrBot vs Dots
- AstrBot vs OpenClaw
- AstrBot vs PicoClaw
- AstrBot vs Poke
- AstrBot vs QwenPaw
- AstrBot vs ZeroClaw
- AstrBot vs Zo Computer
- CowAgent vs nanobot
- GAIA vs nanobot
- 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/astrbot-vs-nanobot.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/astrbot.json·/api/v1/tools/nanobot.json - From a terminal
anchor compare astrbot nanobot(the CLI) - Over MCP
compare_tools {"a": "astrbot", "b": "nanobot"}at/mcp, no key