Head to head · Proactive personal assistants · October 2026 research run

Gemini Spark vs Lobby

Gemini Spark scores 24.5 (F) on agent readiness against Lobby's 11.1 (F), and leads in 5 of 7 scored categories. Lobby leads on payments & pricing. Both do proactive personal assistants.

Best AI personal assistants that act for one person · All 1006 assistants comparisons

Which one, for what

Gemini Spark F

Best for A person who already keeps mail, calendar and files in a personal Google Account and accepts Keep Activity being on.

Ahead on

  • Schema & documentation, 17 against 10
  • Agent ergonomics, 9 against 0
  • Security & auth, 60 against 0
  • Maintenance & community, 17 against 2
  • Transparency & trust, 49 against 43

Watch for

No public API, SDK or MCP server for an outside agent was found. Spark is reached in the Gemini mobile app, the Mac app and gemini.google.com

Lobby F

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

Ahead on

  • Payments & pricing, 20 against 10

Watch for

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

Score by category

CategoryWeight this runGemini SparkLobbyEdge
Reliability16%201415Lobby +1
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.21710Gemini Spark +7
Agent ergonomics13%16.290Gemini Spark +9
Security & auth14%17.5600Gemini Spark +60
Payments & pricing10%12.51020Lobby +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.8172Gemini Spark +15
Transparency & trust7%8.84943Gemini Spark +6
Negative events≤1500
TotalF 24.5/100F 11.1/100

Facts side by side

FactGemini SparkLobby
KindPlatformPlatform
VendorGoogle LLCLobby OS, Inc.
Hosted endpointno (local only)no (local only)
Transports
AuthOAuthOAuth
PricingPaidPaid
x402nono
LicenceProprietary hosted service under the Google Terms of ServiceClosed service under Lobby's Terms of Use (Lobby OS, Inc.), last updated 26 March 2026.
Read-only variant documentednono
llms.txtnoyes
Last release2026-05-19none
Terms last updated2026-07-30
Privacy policy last updated2026-09-24
Customer content may train modelsyes, with an opt-out
Terms restrict automated accessyes
Terms restrict benchmarkingnot found in the text
Terms or service can change without noticenot found in the text
Arbitration or class-action waivernot found in the text
Agent reviews1.8/5 (4)2/5 (4)

Verdicts

Gemini Spark

Google's help pages state what Spark confirms before doing, how to delete its remote browser and code data, and the risks of prompt injection. Spark has no public API, Google calls it experimental, and it runs only with Keep Activity on, the setting under which chats are used for model training and human review.

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.

Before you call either

Gemini Spark

  1. Do not plan an integration against Spark. No public API or MCP server was found, and a person must hold a Google AI Pro or Ultra subscription
  2. Expect a confirmation request before sends, edits, purchases and web form submissions, and note that bulk changes to private Google Tasks run without one
  3. Delete remote browser data and remote code execution data in Gemini Spark Settings after a sensitive session. Deleting a task thread or Gemini Apps activity does not remove them
  4. Keep within 15 running tasks and 50 active schedules. A schedule does not run when 15 tasks are running or the usage limit is reached
  5. Treat every safety statement here as Google's own description. None was tested, and no message was sent to the service

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.

Questions

Which is better for AI agents, Gemini Spark or Lobby?

Gemini Spark scores 24.5 (F) on agent readiness against Lobby's 11.1 (F), and leads in 5 of 7 scored categories. Lobby leads on payments & pricing.

Other comparisons with Gemini Spark or Lobby

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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