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

Dots vs Talorys

Talorys and Dots score within a point of each other on agent readiness, 28.9 (F) and 28.3 (F). Dots 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

DotsOpenAI · Platform F28.3/100#977 of 993 TalorysRoc Yu (rociiu) and contributors · Platform F28.9/100#976 of 993

Which one, for what

Dots F

Best for A ChatGPT Pro or Enterprise user who wants ongoing work tracked across mail, documents, code and Slack with approval before sends.

Ahead on

  • Schema & documentation, 41 against 0
  • Agent ergonomics, 22 against 0
  • Security & auth, 58 against 8

Watch for

Beta. The admin setting is labelled Use dots (Beta), access is rolling out gradually, and Teams access is an invite-only alpha

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 3
  • Payments & pricing, 60 against 10
  • Maintenance & community, 83 against 38
  • Transparency & trust, 52 against 31

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 runDotsTalorysEdge
Reliability16%20341Talorys +38
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.2410Dots +41
Agent ergonomics13%16.2220Dots +22
Security & auth14%17.5588Dots +50
Payments & pricing10%12.51060Talorys +50
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.83883Talorys +45
Transparency & trust7%8.83152Talorys +21
Negative events≤1500
TotalF 28.3/100F 28.9/100

Facts side by side

FactDotsTalorys
KindPlatformPlatform
VendorOpenAIRoc Yu (rociiu) and contributors
Hosted endpointno (local only)no (local only)
Transports
AuthOAuth or keyOAuth or key
PricingPaidFree
x402nono
LicenceProprietary hosted service. The governing terms were not readMIT (Copyright 2026 The Talorys contributors). It runs on the owner's Cloudflare account under Cloudflare's own terms.
Read-only variant documentednoyes
llms.txtyesno
Last release2026-10-092026-10-12
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
Popularitynone978 npm/wk

Verdicts

Dots

Actions that affect accounts or share information pass an automatic review, and custom rules can require approval or a hand-off. Dots is a beta on Pro plans from $100 a month, and no status page, terms, privacy policy or way to delete individual saved notes was found in the pages we could read.

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

Dots

  1. Say what may be sent. Asking a dot to draft replies does not permit sending them, and an action outside a stated scope needs another decision
  2. Stop three things separately. Pause stops the main task only, delegated tasks stop in Activity and recurring tasks in Scheduled, and completed actions are not undone
  3. Connect each thing separately. A messaging channel grants no access to an inbox, an app or a computer
  4. Sign out of websites and disconnect apps yourself when removing access. Revoking dots access or disconnecting an app does not delete information already obtained
  5. Keep the connected computer online with the ChatGPT app open for local work. Only one personal computer can be connected at a time

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, Dots or Talorys?

Talorys and Dots score within a point of each other on agent readiness, 28.9 (F) and 28.3 (F). Dots leads on schema & documentation, agent ergonomics and security & auth.

Are Dots and Talorys open source?

No open-source release is listed for Dots. 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 Dots 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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