Compare AI tools
Side-by-side: what they do, what they cost, what Kai actually thinks. Pass up to 4 tools via ?tools=claude,chatgpt,gemini.
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ChatGPT Operator B | MagicSchool S | GitHub Copilot B | Sudowrite S | |
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| Tagline | OpenAI's browser agent. Clicks and types on websites for you. | AI platform built for teachers. Lesson plans + IEPs + admin. | Microsoft/GitHub's autocomplete. Deep VS Code + JetBrains integration. | AI writing tool built specifically for fiction writers. |
| Category | Agents | Education | Coding | Writing |
| Pricing | Included with ChatGPT Pro $200/mo | Free + $100/yr Plus + school plans | Free (limited) + $10/mo Pro + $19/mo Business | $19-$59/mo |
| Best for | Power users willing to pay $200/mo for a browser bot. | Teachers prepping materials. School districts. | Teams with GitHub already. Devs who don't want to change IDEs. | Novelists, screenwriters, fiction short-form writers. |
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| Kai's verdict | B-tier. Still early. Manus is more flexible for less money. | S-tier for teachers. If you teach K-12, start here this week. | B-tier. Solid for autocomplete but the category moved past it. Pick Cursor unless you can't. | S-tier for fiction. If you're writing a novel, this beats raw ChatGPT every time. |
| Link | Open → | Open → | Open → | Open → |