Head to head · Assistant proactive · October 2026 research run

Dots vs PicoClaw

PicoClaw scores 46.1 (D) on agent readiness against Dots's 28.3 (F), and leads in 5 of 7 scored categories. Dots leads on security & auth and maintenance & community. Both do assistant proactive.

Best AI personal assistants that act for one person · All 190 assistants comparisons

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

  • Security & auth, 58 against 51
  • Maintenance & community, 38 against 22

Also in its favour

  • No incidents deducted, where PicoClaw loses 7 points for them

Watch for

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

PicoClaw D

Best for A person who wants a chat-app assistant on a cheap Linux board, an old Android phone or a home server, with reminders, web search and file memory, and who accepts running software its maker calls pre-production.

Ahead on

  • Reliability, 54 against 3
  • Schema & documentation, 51 against 41
  • Agent ergonomics, 66 against 22
  • Payments & pricing, 60 against 10
  • Transparency & trust, 56 against 31

Also in its favour

  • No key needed to call it
  • Free to start without a card
  • Open source

Watch for

No commit on main since 19 August 2026 and no release since v0.3.1 on 3 July 2026. An issue of 6 October calls the repository unmaintained, with no reply

Score by category

CategoryWeight this runDotsPicoClawEdge
Reliability16%20354PicoClaw +51
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.24151PicoClaw +10
Agent ergonomics13%16.22266PicoClaw +44
Security & auth14%17.55851Dots +7
Payments & pricing10%12.51060PicoClaw +50
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.83822Dots +16
Transparency & trust7%8.83156PicoClaw +25
Negative events≤150-7
TotalF 28.3/100D 46.1/100

Facts side by side

FactDotsPicoClaw
KindPlatformAgent harness
VendorOpenAISipeed
Hosted endpointno (local only)no (local only)
Transports
AuthOAuth or keyNone
PricingPaidFree
x402nono
LicenceProprietary hosted service. The governing terms were not readMIT
Read-only variant documentednono
llms.txtyesno
Last release2026-10-092026-07-03
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
Popularitynone30k stars

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.

PicoClaw

Self-hosted under the MIT licence, with 19 documented chat channels, scheduled and heartbeat tasks, and local file memory. The repository has had no commit since 19 August 2026 and no release since 3 July, and 15 CVEs are listed against it with no advisory or security policy from the project.

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

PicoClaw

  1. Set allow_from to the owner's user ID on every channel before starting the gateway. An empty list accepts messages from anyone
  2. Set tools.exec.allow_remote to false unless chats must run shell commands. The shipped default is true, whatever docs/guides/configuration.md says
  3. Set isolation.enabled to true on Linux (needs bwrap) or run in a container. The deny patterns do not inspect child processes
  4. Use PICOCLAW_KEY_PASSPHRASE for credential encryption. One docs page names PICOCLAW_CREDENTIAL_PASSPHRASE, which the source does not read
  5. Treat the README's ClawdChat line (read a remote skill file and follow it) as untrusted third-party instructions

Questions

Which is better for AI agents, Dots or PicoClaw?

PicoClaw scores 46.1 (D) on agent readiness against Dots's 28.3 (F), and leads in 5 of 7 scored categories. Dots leads on security & auth and maintenance & community.

Are Dots and PicoClaw open source?

No open-source release is listed for Dots. PicoClaw is open source (MIT).

Other comparisons with Dots or PicoClaw

Machine-readable

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.