Compare·Self-hosted personal AI assistant
Continuum
Multi-agent workbench
VS
OpenClaw
Self-hosted personal AI assistant

Continuum vs OpenClaw

Personal assistant host versus coding fleet instrument. Adjacent “AI on your machine” stories, different jobs.

OpenClaw-class projects focus on self-hosted personal AI assistants - chat, automation, and ownership of the assistant runtime. Continuum is a coding-agent workbench: Claude Code, Codex, and peers with worktrees, PR panes, phone control for coding sessions, gauges, and a local $ ledger for coding spend. Self-hosted personal assistants and coding workbenches get conflated in search results. Continuum’s product nouns are sessions, worktrees, PR panes, gauges, and coding analytics - not life-assistant memory.

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Workflow Monday path Matrix Decide Money FAQ

Updated 2026-08-03 · Mac stable · Win/Linux desktop beta

Choose Continuum when

Your job is multi-lab coding agents, worktrees, PR flows, coding gauges, and repo spend - not a general personal assistant stack.

Choose OpenClaw when

You want a self-hosted personal AI assistant (OpenClaw) for life/automation workflows more than a coding workbench.

Snapshot adjacent job
Dimension Continuum OpenClaw
Job-to-be-done Multi-lab coding agent workbench Self-hosted personal AI assistant
Primary surface Code tab · coding clients Assistant chat / automation UI
Coding depth Deep · worktrees · PR · official CLIs Varies · not always IDE-class
Autonomy Coding fleets with plan gates Personal agent automations
Mobile/ops Coding plan approve on iPhone/Watch Assistant mobile depends on project
Cost/keys Local JSONL → $ by repo/provider/day coding ledger OSS + model costs for assistant
Mac stable · web · iPhone · Watch · Win/Linux desktop beta · free app
01 · Personal assistant vs coding workbench
In Continuum

Coding day

09:00

Continuum Code: two worktree sessions on the product repo. Gauges show Claude heat.

12:00

Plan approve from iPhone. Diff/PR panes - coding ops, not assistant smalltalk.

18:00

Ledger by repo. OpenClaw (if installed) handles personal reminders elsewhere. Coding plan-ready chime packs (optional) notify without turning Continuum into a general chatbot host.

In OpenClaw

Personal assistant day

09:00

OpenClaw-style assistant handles personal tasks and automations you configured.

12:00

Conversation and tools target life/ops workflows - not Continuum Code panes.

18:00

Assistant costs are model/host bills. Multi-lab coding fleet gauges are Continuum’s job. OpenClaw automations handle non-coding personal workflows Continuum will not absorb.

02 · Monday path

Monday when the job is shipping code

Install, connect, first session - steps you can run the same day.

01

Open Continuum Code, not the personal assistant UI, for repo work.

02

Spawn Claude/Codex worktree sessions; pair iPhone for coding plan approve.

03

Use Continuum gauges for coding subscription windows.

04

Leave OpenClaw running for non-coding personal automations if you use it.

05

Friday: Continuum ledger for coding $ by repo; OpenClaw costs stay in its own metering.

06

Do not force coding PR review into a general assistant product.

07

Name Continuum windows by repo/ticket so they never blur into assistant chat windows on the same machine.

How Continuum focuses on coding agents

How Continuum focuses on coding agents

  • Managed sessions are coding-agent first: Claude PTY, Codex ACP, peers, worktrees, PR panes.
  • Pairing and mobile clients target coding session control (plan, interrupt, glance).
  • Usage analytics price coding JSONL history - not general chat assistant memory.
  • Spawn grid is multi-tile coding CLIs, not life-automation bots.
  • Local-first coding transcripts and keys stay under Continuum’s coding stores.
  • Daemon peer filter allows loopback and Tailscale ranges only - coding control plane security, not open personal-assistant WAN bind defaults.
03 · Adjacent self-host matrix

Cells use product nouns on both sides. Continuum is the multi-provider workbench; they win where their loop is the product.

Capability Continuum OpenClaw
Official coding CLI hosts Claude PTY · Codex ACP · Cursor · Grok · OpenCode… May wrap models differently
Personal life assistant Not Continuum’s center OpenClaw lane
Worktree + PR coding panes Chat · plan · diff · PR · terminal · artifacts If you build it
Coding multi-account Max CLAUDE_CONFIG_DIR / CODEX_HOME isolation Not Continuum multi-account
Live coding gauges Menu-bar 5h + weekly gauges No Continuum gauges
Repo $ coding ledger Local JSONL → $ by repo/provider/day Your own metering
Self-host personal runtime Continuum hosts on your machines for coding Product focus
iPhone coding control Native iPhone + Watch · QR/Tailscale pair Project-specific
Free coding cockpit app Free app · optional Plus/Max/Ultra hosted OSS + tokens - verify
GitHub PR coding flow PR pane + gh Custom automations
04 · Job boundaries
01 · Job

Assistant versus coding workbench.

OpenClaw optimizes self-hosted personal AI. Continuum optimizes multi-lab coding agent ops. Same “runs on my machine” vibe, different nouns. Continuum Watch complications and Live Activity patterns are coding-session aware, not general assistant glance cards.

02 · Engines

Official coding CLIs.

Continuum’s engines are Claude Code, Codex, and coding peers. OpenClaw may route general models for assistant tasks. Continuum shareable transcripts redaction is server-side allowlist for coding chats - different privacy story than personal assistants.

03 · Surfaces

Code panes vs assistant UI.

Plan/diff/PR/terminal/artifacts are Continuum coding surfaces. Do not expect them from a personal assistant stack.

04 · When OpenClaw wins

If the job is personal AI hosting.

Pick OpenClaw. Continuum will feel too coding-IDE-shaped - correctly.

05 · Coexistence
Stack recipe

How people run both.

Stack recipe: OpenClaw (or similar) for personal assistant hosting; Continuum for coding sessions on Claude/Codex. Share a machine, not a product identity. Continuum does not try to be your life assistant.

Download Continuum Providers
06 · Assistant stack or Continuum Code
Continuum

Choose Continuum for coding agent ops

  • Primary job is multi-lab coding agents and PRs. Continuum Code panes stay first-class: chat, plan, diff, PR, terminal, artifacts.
  • Need Continuum mobile for coding plan approve.
  • Want multi-account coding gauges and repo $ ledger.
  • Need worktree isolation and spawn grid for coding CLIs.
  • Want free Continuum app focused on coding ops.
OpenClaw

Choose OpenClaw for personal assistant hosting

  • Want a self-hosted personal AI assistant first. Continuum will not pretend to win that job with marketing wording alone.
  • Care more about life automation than Code panes.
  • Do not need Continuum coding gauges or multi-account Max.
  • Prefer OpenClaw-class OSS assistant stacks.
  • Coding is secondary to personal agent hosting.
07 · What you pay
Continuum

App + your labs

Free app with BYOK / your subscriptions. Optional Continuum-hosted inference: Plus $25/mo, Max 100, Max 200, Ultra.

OpenClaw

Their bill

OpenClaw-class projects are typically OSS + your model/host costs. Verify the project’s license and any commercial offerings as of 2026.

How to compare

Total cost of work

As of 2026 - verify on continuumcode.ai/pricing and the vendor site. Continuum does not mark up BYOK or subscription sessions it drives under your login. Assistant hosting costs and coding subscription costs are separate budgets.

Continuum ladder: Free app · Plus $25/mo · Max 100 · Max 200 · Ultra - full pricing. Also analytics, multi-account, devices.

08 · Questions

Continuum vs OpenClaw.

Deep dives: docs, providers, sessions.

Only if you misread Continuum as a general personal assistant. Continuum is a coding agent workbench.

Yes. Different products, different ports/jobs. Continuum owns coding sessions; OpenClaw owns assistant workflows.

That is not Continuum’s product center. Continuum is for coding agent fleets, gauges, and analytics.

Continuum hosts Claude Code as a first-class coding engine with multi-device ops. OpenClaw is not positioned as that coding workbench.

Local-first on your Mac/enrolled hosts by default. That is not the same category as a personal assistant self-host stack.

Search overlap on “self-hosted AI.” The page exists to set job boundaries cleanly.

Continuum stores coding session transcripts and local analytics for providers it instruments. It is not positioned as a personal life-assistant memory product.

Begin

Run your agents
in Continuum.

Free app. Your subscriptions. Optional hosted inference. Mac stable - Windows and Linux desktop are beta.

Download for Mac See pricing

vendor-neutral · local-first · multi-device