Orbi

Comparison · facts verified 2026-09-07

Orbi vs OpenClaw

Same instinct, different jobs. Both projects are open-source, self-hosted agents that keep the model keys in your hands. OpenClaw is an always-on personal assistant you talk to through WhatsApp or Telegram. Orbi is a GitHub-native delivery system: it picks up Issues, writes and reviews the code, and merges the pull request. This page lays out the facts — including the April 2026 Anthropic cutoff that reshaped OpenClaw's economics — with a source on every claim.

Self-host Orbi All comparisons Sources & dates →

THE COMPETITOR, FROM ITS OWN MATERIALS

What OpenClaw is

OpenClaw is an open-source, always-on agent framework that runs locally on your machine. First released in November 2025 under the name Clawdbot, it was created by Peter Steinberger and grew into one of the most-starred repositories on GitHub. You reach it where you already talk: it lists WhatsApp, Telegram, Discord, Slack, iMessage, and Signal among its 29 channels, and it takes hosted, subscription-backed, gateway, or local models — Claude, GPT, or open weights. It is run as an independent project, not affiliated with Anthropic.

Sources: openclaw.ai (project description, channels, model support); launch and name history per Anthropic Managed Agents: What It Is, What It Kills, and Why the Timing Matters, Medium, 2026-04-11 — verified 2026-09-07.

WHY THIS COMPARISON HAS A TIMELINE

April 2026: the week the subscription door closed

OpenClaw's defining event was not a feature or a release — it was a pricing decision made by someone else. This is the sequence, and why it matters to anyone running an agent on someone else's quota policy.

  1. The creator moves on

    Peter Steinberger joins OpenAI. OpenClaw continues under the OpenClaw Foundation as an independent open-source project.

    Public announcement, 2026-02-14; project status per openclaw.ai — verified 2026-09-07.

  2. Anthropic cuts the subscription channel for third-party harnesses

    Claude Pro and Max subscriptions can no longer drive agents through OpenClaw. The change reaches about 135,000 running instances. The background: the heaviest users were drawing $236+ of tokens on a $20 subscription — a 12x–36x gap between what was paid and what was consumed. Boris Cherny, who leads Claude Code, framed the decision as capacity management.

    Sources: Boris Cherny on X, April 2026; Anthropic Managed Agents: What It Is, What It Kills, and Why the Timing Matters, Medium, 2026-04-11 — verified 2026-09-07.

  3. Four days later, Anthropic opens the official road

    Managed Agents launches: agents hosted on Anthropic's own infrastructure, priced at standard token rates plus $0.08 per session-hour. Within one week, the unofficial route was closed and the official, metered route was open.

    Source: Anthropic launch, 2026-04-08, reported in the same Medium piece — verified 2026-09-07.

  4. OpenClaw on Claude runs at API rates

    Users who stayed with Claude moved to full-rate API billing or Extra Usage. OpenClaw itself still runs fine on API keys and local models — the cutoff repriced a usage pattern, not the framework.

    Sources: Medium, 2026-04-11; openclaw.ai — verified 2026-09-07.

A vendor can close a quota channel in a day. The architecture that cannot be closed is the one where the quota was never the vendor's to manage: your keys, your machine, your provider — switchable in a config file.

DIFFERENCES THAT DECIDE THE CHOICE

Where Orbi and OpenClaw differ

The shared DNA is real — both are self-hosted, open source, and model-agnostic in principle. The differences are about what the agent is for, where its state lives, and how exposed its economics are to one vendor's policy.

Dimension Orbi OpenClaw
Task loop GitHub Issue → agent → reviewed PR → merge Personal assistant, message-driven; no Issue→PR delivery loop
Where state lives GitHub Issues + labels — the repository is the ledger The framework's own state store
Scheduling systemd timer polling Heartbeat
Model policy risk BYOK any OpenAI-compatible endpoint, free tiers included; switching providers is a config change Multi-model (Claude, GPT, local); heavy community reliance on Claude subscriptions until the 2026-04 cutoff
Runs where Your machine — self-hosted, open source Your machine — self-hosted, open source

Orbi column per docs.orbi.build and the orbi-build/orbi repository; OpenClaw column per openclaw.ai and the Medium piece above — verified 2026-09-07.

AN HONEST READ

Which one should you run?

Both are free to self-host and both keep your data local. The choice is the job you want done.

CHOOSE OPENCLAW IF

You want an always-on personal assistant

  • A 24/7 assistant you reach in WhatsApp, Telegram, or your other chats
  • Message-driven personal work: inboxes, calendars, emails, errands
  • Multi-model conversation, local models included
Visit OpenClaw ↗

CHOOSE ORBI IF

You want software delivered, not conversation

  • GitHub Issue → agent → reviewed PR, with branch protection and human approvals still in charge
  • No new workspace: the repo, its Issues, labels, and releases are the whole system
  • An auditable delivery trail — every run leaves its evidence in GitHub, not in a chat history
Self-host Orbi ↗

PROVENANCE

Sources and verification dates

Every factual claim on this page maps to one of these. All were checked on 2026-09-07; this page is a snapshot, so re-check the sources before you bet architecture on them.

OPEN SOURCE CORE

Two roads, both self-hosted

Pick by the job, not by the pitch: an assistant that lives in your chats, or a delivery line that lives in your repository. If it's the second, Orbi is free to self-host — point it at an Issue and keep the keys.

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