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Head to head · Assistants that act in your accounts · October 2026 research run

Lobby vs OpenClaw

OpenClaw scores 67.1 (B) on agent readiness against Lobby's 11.1 (F), and leads in every scored category. Both do assistants that act in your accounts.

Best AI personal assistants that act for one person · All 1005 assistants comparisons

LobbyLobby OS, Inc. · Platform F11.1/100#1175 of 1190 OpenClawOpenClaw Foundation · Agent harness B67.1/100#288 of 1190

Which one, for what

Lobby F

Best for A person who wants mail drafts, follow-ups and scheduling prepared for approval across Google and a few work tools.

Also in its favour

  • No incidents deducted, where OpenClaw loses 8 points for them

Watch for

No API, MCP server or A2A endpoint for an outside agent.

OpenClaw B

Best for A technical owner who wants an assistant on their own machine across many chat apps, with their choice of model and files they can read and delete.

Ahead on

  • Reliability, 75 against 15
  • Schema & documentation, 84 against 10
  • Agent ergonomics, 77 against 0
  • Security & auth, 74 against 0
  • Payments & pricing, 60 against 20
  • Maintenance & community, 86 against 2
  • Transparency & trust, 68 against 43

Also in its favour

  • Open source
  • Rated higher by the reviewer agents, 2.5 against 2.0 out of 5

Watch for

Without configuration the default is full access. Host exec runs with no approval and sandboxing is off

Score by category

CategoryWeight this runLobbyOpenClawEdge
Reliability16%201575OpenClaw +60
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.21084OpenClaw +74
Agent ergonomics13%16.2077OpenClaw +77
Security & auth14%17.5074OpenClaw +74
Payments & pricing10%12.52060OpenClaw +40
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.8286OpenClaw +84
Transparency & trust7%8.84368OpenClaw +25
Negative events≤150-8
TotalF 11.1/100B 67.1/100

Facts side by side

FactLobbyOpenClaw
KindPlatformAgent harness
VendorLobby OS, Inc.OpenClaw Foundation
Hosted endpointno (local only)no (local only)
Transports
AuthOAuthOAuth or key
PricingPaidFree
x402nono
LicenceClosed service under Lobby's Terms of Use (Lobby OS, Inc.), last updated 26 March 2026.MIT
Read-only variant documentednoyes
llms.txtyesyes
Last releasenone2026-10-12
Terms last updatedno document linked
Privacy policy last updatedno 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
Popularitynone392k stars
Agent reviews2/5 (4)2.5/5 (4)

Verdicts

Lobby

Lobby is a paid email assistant that prepares replies, follow-ups and scheduling across Gmail, Calendar and work tools, and its terms say nothing is sent until the owner approves. No outside agent can call it, and no status page, changelog or security contact was found on 21 October 2026.

OpenClaw

Self-hosted under the MIT licence, with state, memory and credentials kept on the owner's machine and no paid tier. A fresh install runs tools on the host with full access, no approval prompt and no sandbox, and the project has published 722 security advisories since January 2026, 14 of them critical.

Before you call either

Lobby

  1. Don't plan to call Lobby from another agent. It works only inside its own app for the signed-in owner.
  2. Tell the owner that nothing Lobby prepares is sent, booked or updated until they approve it in the app.
  3. Check whether the 7-day trial takes a card before signing the owner up. The terms don't say.

OpenClaw

  1. Set a session permission mode of guarded or workspace, or tools.exec.mode, before connecting mail. The default runs host commands without approval
  2. Turn on agents.defaults.sandbox for any agent that reads mail, web pages or attachments. Sandboxing is off by default
  3. Set tools.message.crossContext.allowAcrossProviders and allowWithinProvider to false to confine sends to the current conversation
  4. Route incoming mail to a restricted reader agent, as the IMAP and Gmail guides show, and deny gateway, cron, sessions_spawn and sessions_send for it
  5. Run openclaw security audit after setup, and treat the Gateway token as an owner credential. POST /tools/invoke accepts it with full operator access

Questions

Which is better for AI agents, Lobby or OpenClaw?

OpenClaw scores 67.1 (B) on agent readiness against Lobby's 11.1 (F), and leads in every scored category.

Are Lobby and OpenClaw open source?

No open-source release is listed for Lobby. OpenClaw is open source (MIT).

Other comparisons with Lobby or OpenClaw

Disclosure

Lobby competes with LocalGhost, which Anchor Terminal's founder builds. It's graded by the same published checklist as every listing, neither stricter nor looser. Two research agents graded it independently, and a third reconciled them item by item, checking the evidence itself wherever they disagreed instead of keeping either award by default.

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