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Head to head · Assistants that remember you · October 2026 research run

Gemini Spark vs Talorys

Talorys scores 28.9 (F) on agent readiness against Gemini Spark's 24.5 (F), and leads in 4 of 7 scored categories. Gemini Spark leads on schema & documentation, agent ergonomics and security & auth. Both do assistants that remember you.

Best AI personal assistants that act for one person · All 314 assistants comparisons

Gemini SparkGoogle LLC · Platform F24.5/100#978 of 993 TalorysRoc Yu (rociiu) and contributors · Platform F28.9/100#976 of 993

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 0
  • Agent ergonomics, 9 against 0
  • Security & auth, 60 against 8

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

Talorys F

Best for A single person who wants a private assistant for memory, tasks, notes and reminders on their own Cloudflare account.

Ahead on

  • Reliability, 41 against 14
  • Payments & pricing, 60 against 10
  • Maintenance & community, 83 against 17

Also in its favour

  • Open source

Watch for

No API key, MCP server or A2A endpoint, and the /api routes need the owner's browser session.

Score by category

CategoryWeight this runGemini SparkTalorysEdge
Reliability16%201441Talorys +27
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.2170Gemini Spark +17
Agent ergonomics13%16.290Gemini Spark +9
Security & auth14%17.5608Gemini Spark +52
Payments & pricing10%12.51060Talorys +50
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.81783Talorys +66
Transparency & trust7%8.84952Talorys +3
Negative events≤1500
TotalF 24.5/100F 28.9/100

Facts side by side

FactGemini SparkTalorys
KindPlatformPlatform
VendorGoogle LLCRoc Yu (rociiu) and contributors
Hosted endpointno (local only)no (local only)
Transports
AuthOAuthOAuth or key
PricingPaidFree
x402nono
LicenceProprietary hosted service under the Google Terms of ServiceMIT (Copyright 2026 The Talorys contributors). It runs on the owner's Cloudflare account under Cloudflare's own terms.
Read-only variant documentednoyes
llms.txtnono
Last release2026-05-192026-10-12
Terms last updated2026-07-30no document linked
Privacy policy last updated2026-09-24no document linked
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
Popularitynone978 npm/wk

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.

Talorys

Talorys is an MIT-licensed assistant its owner deploys to their own Cloudflare account, with no telemetry, a documented threat model and code-enforced confirmation for destructive tools. It is two days old at version 0.1.5, has no mail, calendar or payment connections, and no interface for an outside agent.

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

Talorys

  1. Run npx create-talorys@latest with Node.js 22 or later and a Cloudflare login or an API token with Workers, Pages and Workers AI permissions.
  2. Don't script the /api routes. They need the owner's session cookie and CSRF header and aren't documented for other callers.
  3. Update with npx create-talorys@latest update. Only the latest version gets security fixes.

Questions

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

Talorys scores 28.9 (F) on agent readiness against Gemini Spark's 24.5 (F), and leads in 4 of 7 scored categories. Gemini Spark leads on schema & documentation, agent ergonomics and security & auth.

Are Gemini Spark and Talorys open source?

No open-source release is listed for Gemini Spark. Talorys is open source (MIT (Copyright 2026 The Talorys contributors). It runs on the owner's Cloudflare account under Cloudflare's own terms.).

Other comparisons with Gemini Spark or Talorys

Disclosure

Talorys 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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