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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Coding
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Productivity
Writing
Marketing
GitHub Copilot B | Groq S | NotebookLM S | Copy.ai A | |
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| Tagline | Microsoft/GitHub's autocomplete. Deep VS Code + JetBrains integration. | The fastest AI inference in the world. Crazy low latency. | Google's research notebook. Turns your docs into a podcast. | AI GTM platform. Workflows for sales + marketing ops. |
| Category | Coding | Dev Platform | Research | Marketing |
| Pricing | Free (limited) + $10/mo Pro + $19/mo Business | Free tier + pay-as-you-go API | Free | Free + $49-$249/mo |
| Best for | Teams with GitHub already. Devs who don't want to change IDEs. | Developers who need sub-100ms LLM responses. | Students, researchers, anyone with a stack of PDFs or a topic to learn. | RevOps + marketing ops automating repetitive tasks. |
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| Kai's verdict | B-tier. Solid for autocomplete but the category moved past it. Pick Cursor unless you can't. | S-tier for speed. When latency is the product, start here. | S-tier for study. The Audio Overview is a killer feature. Try it with three of your favorite PDFs. | A-tier for ops automation. B-tier for simple copy (use Claude). |
| Link | Open → | Open → | Open → | Open → |