Head to head · Assistant proactive · October 2026 research run

Leon vs nanobot

nanobot scores 62.4 (B) on agent readiness against Leon's 41 (E), and leads in 5 of 7 scored categories. Leon 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

Leon E

Best for A developer who wants a self-hosted assistant with memory, computer use and a local model, and who will read the source.

Ahead on

  • Transparency & trust, 60 against 48

Also in its favour

  • Free to start without a card
  • No incidents deducted, where nanobot loses 6 points for them

Watch for

No tagged release of the core since 1.0.0-beta.8 on 1 May 2023. The 2.0 Developer Preview is installed by cloning the develop branch

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

  • Reliability, 70 against 32
  • Schema & documentation, 77 against 33
  • Agent ergonomics, 74 against 57
  • Security & auth, 63 against 34
  • Maintenance & community, 82 against 15

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 runLeonnanobotEdge
Reliability16%203270nanobot +38
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.23377nanobot +44
Agent ergonomics13%16.25774nanobot +17
Security & auth14%17.53463nanobot +29
Payments & pricing10%12.56060even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.81582nanobot +67
Transparency & trust7%8.86048Leon +12
Negative events≤150-6
TotalE 41/100B 62.4/100

Facts side by side

FactLeonnanobot
KindAgent harnessAgent harness
VendorLouis Grenard (Leon AI)HKUDS
Hosted endpointno (local only)no (local only)
Transports
AuthNoneNone
PricingFreeFree
x402nono
LicenceMITMIT
Read-only variant documentednono
llms.txtnoyes
Last release2023-05-012026-09-15
Terms last updatedno document linkedno document linked
Privacy policy last updatedno document linkedno document linked
Customer content may train models
Terms restrict automated access
Terms restrict benchmarking
Terms or service can change without notice
Arbitration or class-action waiver
Popularity18k stars49k stars

Verdicts

Leon

Connected-app credentials are encrypted per profile and the Gmail connection is read-only. The 2.0 Developer Preview has no tagged release, runs tools and a 30-minute proactive pulse with no approval step, listens on every network interface with client authentication off, and sends telemetry 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

Leon

  1. Clone the develop branch for 2.0. npm install --global @leon-ai/cli and docs.getleon.ai install and describe the legacy 1.0 betas
  2. Set client_interface.auth.enabled: true and a LEON_PROFILE_TOKEN before the machine joins a shared network. The server binds 0.0.0.0
  3. Set telemetry_enabled: false and runtime.pulse_enabled: false in the profile config.yml for an unattended or private run
  4. Use availability.tools.allowed to limit tools. Shell, file writes, computer use and browser control are otherwise available to the agent with no approval prompt
  5. Back up LEON_CONNECTIONS_ENCRYPTION_KEY from the profile .env. Without it the stored connections cannot be read

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, Leon or nanobot?

nanobot scores 62.4 (B) on agent readiness against Leon's 41 (E), and leads in 5 of 7 scored categories. Leon leads on transparency & trust.

Are Leon and nanobot open source?

Yes. Leon is open source (MIT). nanobot is open source (MIT).

Other comparisons with Leon or nanobot

Machine-readable

For companies

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