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Head to head · Assistants reached by message · October 2026 research run

Boba vs PicoClaw

PicoClaw scores 46.1 (D) on agent readiness against Boba's 10.3 (F), and leads in every scored category. Both do assistants reached by message.

Best AI personal assistants that act for one person · All 834 assistants comparisons

Bobahumans& ai, inc. · Platform F10.3/100#1004 of 1010 PicoClawSipeed · Agent harness D46.1/100#883 of 1010

Which one, for what

Boba F

Best for Groups who want a free assistant inside a shared chat for planning, drafting and images.

Also in its favour

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

Watch for

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

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 15
  • Schema & documentation, 51 against 0
  • Agent ergonomics, 66 against 0
  • Security & auth, 51 against 0
  • Payments & pricing, 60 against 30
  • Maintenance & community, 22 against 2
  • Transparency & trust, 56 against 39

Also in its favour

  • No key needed to call it
  • 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 runBobaPicoClawEdge
Reliability16%201554PicoClaw +39
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.2051PicoClaw +51
Agent ergonomics13%16.2066PicoClaw +66
Security & auth14%17.5051PicoClaw +51
Payments & pricing10%12.53060PicoClaw +30
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.8222PicoClaw +20
Transparency & trust7%8.83956PicoClaw +17
Negative events≤150-7
TotalF 10.3/100D 46.1/100

Facts side by side

FactBobaPicoClaw
KindPlatformAgent harness
Vendorhumans& ai, inc.Sipeed
Hosted endpointno (local only)no (local only)
Transports
AuthOAuth or keyNone
PricingFreeFree
x402nono
LicenceClosed service under Boba's Terms of Service (humans& ai, inc., last updated 5 October 2026).MIT
Read-only variant documentednono
llms.txtnono
Last releasenone2026-07-03
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
Popularitynone30k stars

Verdicts

Boba

Boba is a free texting assistant for one-to-one and group chats over iMessage, RCS and SMS, started by sending one message with no card or app. No outside agent can call it, its privacy notice uses inputs and outputs to train its models with no opt-out found, and no status page or security contact was found.

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

Boba

  1. Don't plan to call Boba from another agent. It answers only text messages in the Messages app.
  2. Tell people in a group chat that messages sent to Boba may be used to train its models.

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, Boba or PicoClaw?

PicoClaw scores 46.1 (D) on agent readiness against Boba's 10.3 (F), and leads in every scored category.

Are Boba and PicoClaw open source?

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

Other comparisons with Boba or PicoClaw

Disclosure

Boba 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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