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ChatGPT Work takes a brief and hands back a finished spreadsheet or deck through a plugin-connected agent. Claude Cowork runs the same kind of session but increasingly from Anthropic's own servers, not your laptop. Gemini skips the separate agent surface entirely and puts autonomy directly inside Docs, Sheets, and Gmail.
What Makes a Tool "Agentic" Instead of Just a Chatbot
A chatbot answers a question in the moment you ask it. An agentic workspace tool does three things a chat window doesn't: it accepts a brief rather than a single prompt, it works unattended for a stretch of time — minutes to hours — instead of waiting on your next message, and it returns a finished artifact (a report, a spreadsheet, a working prototype) instead of a wall of text you still have to assemble yourself. That distinction is why three very different products — a standalone OpenAI agent, an Anthropic "coworker," and a set of features baked into Google Workspace — all get grouped under the same label in mid-2026.
ChatGPT Work: OpenAI's Standalone Agent
ChatGPT Work launched July 9, 2026, alongside GPT-5.6, which reached general availability the same day and is the model Work runs on. Per OpenAI's launch announcement, it takes a written brief and works in the background — with runs lasting anywhere from a few minutes to several hours — before delivering a finished deliverable: a spreadsheet, a slide deck, a written report, or a small working web app.
The integration model runs through a Plugins directory that connects Work to Slack, Gmail, Google Drive, Salesforce, and dozens of other tools, so an agent can pull source data and drop finished output where your team already works. Work also supports scheduled, recurring tasks, which pushes it closer to a background operations layer than a one-off assistant. It's bundled into Plus, Pro, Business, and Enterprise at existing list prices, drawing on each plan's agent-usage credits — the same credit system OpenAI's Codex already used — with cost scaling by task complexity. Free and Go plans don't get it at all. Pro, Enterprise, and Edu users got web and mobile access first on launch day; Plus and Business followed over the next several days. For the full rollout mechanics, see our ChatGPT Work explainer.
Claude Cowork: From Local Tool to Cloud Agent
Cowork started life as a desktop-only app, but that architecture changed on July 7, 2026, when Anthropic pushed it to web and mobile (claude.ai, iOS/Android) in beta, starting with Max plan subscribers and expanding to more plans in the following weeks. The new surfaces don't just mirror the desktop app — they run on a different execution model entirely. Web and mobile Cowork sessions execute remotely on Anthropic's own servers and save to your Claude account, which means a scheduled task can keep running with your laptop closed and no device online at all. The original desktop version still needs the local machine running to do anything.
What Cowork sessions are actually used for is the more interesting data point. Anthropic published usage data from 1.2 million anonymized Cowork sessions in May 2026: over 90% of activity was ordinary business work — drafting reports, processing contracts, managing content — and only about 8.7% was software development. That's a notable reversal of the "coding agent" reputation Claude built its name on; Cowork's actual user base skews toward non-engineers running everyday office tasks, not developers shipping code. TechCrunch covered the shift as the coding-agent wars spilling into the rest of the office. More detail on the rollout is in our Cowork web and mobile piece.
Gemini: Agentic Features Built Into Workspace
Gemini takes a different design bet altogether. Rather than shipping a standalone "do the work" surface, Google embeds agentic behavior directly into the tools you already use — Docs, Sheets, Gmail, and Meet — so the entry point is the document or inbox, not a separate agent dashboard. That's a meaningfully different integration philosophy: ChatGPT Work and Claude Cowork ask you to hand off a brief to an agent surface; Gemini asks the surface you're already in to act more autonomously on your behalf. For a deeper look at how this plays out for smaller teams, see our Gemini for small business piece.
Side-by-Side Comparison
| ChatGPT Work | Claude Cowork (web/mobile) | Gemini in Workspace |
|---|---|---|---|
Launched | July 9, 2026 | July 7, 2026 (beta) | Rolling, embedded feature releases |
Integration model | Standalone agent + Plugins directory (Slack, Gmail, Drive, Salesforce, dozens more) | Standalone agent, remote sessions tied to your Claude account | Embedded directly in Docs, Sheets, Gmail, Meet |
Task types | Spreadsheets, decks, reports, small web apps, scheduled tasks | Reports, contracts, content management (per usage data); coding a minority use case | In-document drafting, summarizing, and automation inside existing files |
Runs without device online | Yes, in the background per task | Yes, on web/mobile (desktop still needs local machine) | Yes, server-side within Workspace |
Pricing tier | Plus, Pro, Business, Enterprise (not Free/Go) | Max plan first, more plans rolling out | Gated behind paid Workspace/Gemini tiers |
Platform availability | Web, mobile (rollout staggered by plan) | Desktop, web, mobile (beta) | Wherever Workspace apps run |
Pricing and Access
None of the three offers full agentic capability on a free tier as of August 2026 — all three vendors gate this behind paid plans. ChatGPT Work sits inside existing Plus, Pro, Business, and Enterprise pricing, metered through agent-usage credits rather than a separate fee, so cost is really a function of how many complex tasks you run, not a flat add-on. Cowork's web and mobile beta is currently a Max-plan perk, with Anthropic expanding eligibility to other plans over time — worth checking before assuming your existing Claude plan includes it. Gemini's agentic features live behind paid Google Workspace and Gemini subscription tiers, consistent with Google's practice of bundling AI into its existing per-seat pricing rather than selling it as a separate product.
Privacy and Data Handling
The privacy posture tracks the integration model. ChatGPT Work's Plugins directory means data flows through third-party connectors to Slack, Salesforce, and similar tools, so your exposure surface is really the sum of whichever plugins you enable. Cowork's shift to remote, account-linked sessions on Anthropic's servers is the bigger structural change: work that used to stay entirely on your machine now persists in the cloud by default on web and mobile, which is convenient for always-on scheduled tasks but changes where your data lives. Gemini's embedded model keeps agentic activity inside the same Google Workspace data boundary your documents already live in, which for some IT teams is the simpler story to govern since there's no separate agent platform to audit.
Which One Fits Your Job?
- You need output that leaves the browser — a spreadsheet model, a slide deck, a small internal tool — and you already route work through Slack or Salesforce: ChatGPT Work's Plugins directory is built for that handoff.
- Your work is mostly documents and reports rather than code, and you want a task that keeps running after you close your laptop: Cowork's remote sessions match that pattern, and the usage data backs up that this is genuinely how most people are using it.
- You live inside Google Docs, Sheets, and Gmail all day and don't want to learn a separate agent interface: Gemini's embedded approach has the lowest switching cost.
- You're weighing this against a full subscription decision rather than a single feature, our guide on AI agents versus workflows is a useful framing exercise before you commit budget.
My honest read: Gemini's embedded philosophy is the safer long-term bet for most knowledge workers, precisely because it doesn't ask anyone to change how they work — but the Cowork usage data is the more important finding here. If nine in ten sessions are ordinary office tasks rather than code, the "coding agent" framing that got these products funded is already out of date, and the vendor that markets to that reality first has the advantage.
Frequently Asked Questions
Is ChatGPT Work available on the free plan?
No. Free and Go plans don't include Work — it's bundled into Plus, Pro, Business, and Enterprise, and usage draws from each plan's agent-usage credits.
Does Claude Cowork still require my computer to be running?
Only the original desktop app does. The web and mobile versions that expanded starting July 7, 2026, run sessions remotely on Anthropic's servers and can keep working, including scheduled tasks, with no device online.
Is Gemini's agentic AI a separate product like ChatGPT Work or Cowork?
No. Gemini's agentic capabilities are built directly into Google Workspace apps — Docs, Sheets, Gmail, Meet — rather than existing as a standalone agent surface you open separately.
What does Cowork's usage data actually tell us?
Anthropic's May 2026 data from 1.2 million anonymized sessions showed over 90% of Cowork activity was everyday business work like drafting reports and processing contracts, with only about 8.7% being software development — a sign these tools are being adopted well beyond engineering teams.
