Mimzie vs Gumloop: which is best for you?
Compare Mimzie and Gumloop side by side: desktop or cloud, your AI subscription or credits, and how each one handles Word, Excel, and PowerPoint files.
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ChatGPT Work is OpenAI's agent for finished work. OpenAI describes it as "an agent that can take action across your apps and files, stay with a project for hours if needed, and turn a goal into finished work." It runs OpenAI's models. Mimzie is a free desktop app that runs ChatGPT's agent on your computer next to Claude, Gemini, and Grok. Each agent edits your Word, Excel, and PowerPoint files, and by default each change waits for you to accept or reject it.
| Mimzie | ChatGPT Work | |
|---|---|---|
| Agents | ChatGPT, Claude, Gemini, and Grok, plus Mimzie's own agent | ChatGPT |
| Where the agent runs | On your computer | In the cloud on web and mobile. The desktop app can use local files with your permission |
| Platforms | macOS, Windows, and Linux, in beta | Desktop on Mac and Windows. Web and mobile on Plus and Pro |
| Word, Excel, and PowerPoint | Edits the .docx, .xlsx, and .pptx files in your project folder | Creates documents, spreadsheets, presentations, and PDFs. On the web you download the result |
| Reviewing changes | Tracked edits you accept or reject, unless you give an agent wider access | You review the result when the task is done |
| Scheduled tasks | No. Agents run while your computer is on | Yes, on Go, Plus, and Pro |
| Price | Free | Limited on Free and Go ($8 a month). Full on Plus ($20) and Pro ($100, $200, or $500) |
| What pays for the model | The ChatGPT, Claude, Google, or Grok plan you already have | Your ChatGPT plan, with the same limits as Codex |
Sources: OpenAI's launch post, ChatGPT pricing, and the Work and Codex pricing docs.
ChatGPT Work runs OpenAI's models. Mimzie runs ChatGPT, Claude, Gemini, and Grok, and you pick one per chat. If you pay for more than one plan, you can switch between them. If one agent writes a better first draft and another is better with formulas, each takes the part it does well, in the same project.
ChatGPT Work hands back a finished document, spreadsheet, or deck. You read it and ask for another pass.
Mimzie works on the file you already have and shows each change as a tracked edit, the way a colleague's edits appear in Word. You read the old sentence and the new one, then accept or reject it. You can give an agent wider access, such as Edit this folder or Full access, when you want it to write without asking.
A Mimzie project is a folder on your computer with Word, Excel, and PowerPoint files in it. Agents edit those files in place. You can open the same files in Office, email them, or keep them in the folder you already back up. Nothing has to be downloaded or exported first.
Mimzie runs Codex, the agent OpenAI ships, on your computer. You sign in to it yourself with your ChatGPT account, and OpenAI counts the usage against your plan. Mimzie adds no charge.
Yes, for work on files. Both take a goal and produce documents, spreadsheets, and slides. Mimzie adds other agents and a review step. ChatGPT Work adds scheduling, web, and mobile.
Yes. Mimzie runs Codex on your computer, and you sign in with your own ChatGPT account. Usage counts toward the limits of that plan. OpenAI's docs say ChatGPT Work "uses the same pricing, credits, and usage limits as Codex", so the two share one allowance.
Yes. Both draw on the same ChatGPT plan, so work in one counts against the other.
No. Mimzie opens and edits Word, Excel, and PowerPoint files in its own editors, and the files stay in their original formats.
The app is free. It also has its own agent with free models, for people who have no AI plan yet.
ChatGPT and Codex are trademarks of OpenAI. Mimzie is not affiliated with or endorsed by OpenAI.
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