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The One vs Claude Code

Choose Claude Code for hands-on coding with Claude in your terminal or editor: it has permission modes and a sandbox, cloud sessions that keep running when your laptop sleeps, and flat plans that include usage. Choose The One to hand ongoing work, coding or not, to teams of agents that can mix models from different vendors. Each matter has a board, and deliveries come back with evidence for you to judge. The two also work together: Claude Code can hand a job to The One's working groups through The One's MCP server.

What it isA desktop app: a main assistant hands bigger work to working groups of AI agents, each matter on its own boardAnthropic's coding agent: reads your codebase, edits files, runs commands
Where you use itThe desktop app; a Linux server for headless runsTerminal, VS Code, Cursor and JetBrains, the Claude desktop app, the web, Slack
PlatformsmacOS 15+ on Apple Silicon, Windows, and a Linux servermacOS, Windows and Linux (CLI); desktop app on macOS, Windows and Linux (preview)
ModelsAny vendor: the official service, OpenAI, Anthropic or Gemini keys, a ChatGPT sign-in, compatible endpoints including local models; each agent can use a different oneClaude only (Opus 5.5 by default), through Anthropic, Bedrock, Google Cloud, Microsoft Foundry or a gateway
PriceNo charge with your own keys or ChatGPT account; membership $20 / $60 / $200 a month with model usage includedIncluded in Claude Pro $20, Max $100, Ultra $200, Team and Enterprise plans, or pay-as-you-go with an API key
Several agentsWorking groups from templates: roles, handoffs, parallel agents, a worker-and-reviewer task board, sub-groups; groups keep going across days and app restartsSubagents; agent teams (experimental, one per session, not restored on resume); workflows of up to 256 subagents; cloud Projects (preview)
UndoAn action log of every tool call, shell commands included; undo a call, a run, a matter or everything since a time; copies kept 7 days/rewind to checkpoints taken before each prompt (kept about 30 days); shell-only changes and most subagent edits are not restored
When your computer is offAgents stop, unless they run on your Linux serverCloud sessions and scheduled cloud tasks keep running
AutomationTriggers on a schedule or cron, when a folder, a web page or a mailbox has something new, or on a webhook; a nightly reviewScheduled cloud tasks (preview), desktop schedules, GitHub Actions, GitLab CI, pull-request review (Team, Enterprise)
From your phoneAgent Room channel, textRemote Control, Dispatch, Channels (Telegram, Discord, iMessage)
ExtendingPlugins, MCP, Agent Skills, shareable SpacesMCP, plugin marketplaces, Agent Skills, hooks, the Agent SDK
SourceClosed source; the docs are publicClosed source

Choose Claude Code if

  • Your work is hands-on coding, mostly with Claude, in a terminal or editor.
  • You want agents stopped or asked before risky commands, or sandboxed.
  • You want work to continue in the cloud while your laptop is closed, or pull-request review in GitHub.

Choose The One if

  • You hand over work that runs for days: features, research, a site, store operations. You want each piece on a board, with deliveries that arrive with tests, diffs and spend.
  • You want a team that mixes models from OpenAI, Anthropic, Google or a local server.
  • You want to hand work off and come back to a delivery, rather than steer a session yourself.

Using them together

  • Claude Code can call The One's working groups through The One's MCP server on your computer (list_teams, run_team, check_task, reply_to_task) for “a deployment, a document or a fixed routine”.
  • The One can use Claude models with your Anthropic API key. It cannot use a Claude Pro, Max or Ultra subscription: Anthropic does not let other apps sign in with Claude.ai.

Questions

Is The One a coding agent?
It has a software working group that codes in your repository and delivers tests and diffs as evidence, but it is built to hand over work of any kind to teams.
Does The One keep working when my computer is off?
The desktop app does not; run the agents on your own Linux server to keep them going.

Facts checked on 2026-11-13 from code.claude.com and claude.com/pricing, and from The One's docs. Something changed? Tell us at support@the-zeroth.com