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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Duolingo Max A | GitHub Copilot B | NotebookLM S | DeepSeek S | |
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| Tagline | Duolingo + AI. Explain My Answer + Roleplay features. | Microsoft/GitHub's autocomplete. Deep VS Code + JetBrains integration. | Google's research notebook. Turns your docs into a podcast. | Chinese open-weight powerhouse. Crazy cheap, genuinely smart. |
| Category | Education | Coding | Research | Chatbots |
| Pricing | $30/mo (or ~$168/yr) | Free (limited) + $10/mo Pro + $19/mo Business | Free | Free web + ultra-cheap API (~$0.14/M input tokens) |
| Best for | Language learners who've outgrown basic Duolingo. | Teams with GitHub already. Devs who don't want to change IDEs. | Students, researchers, anyone with a stack of PDFs or a topic to learn. | Developers + cost-conscious builders. Anyone fine with self-hosting. |
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| Kai's verdict | A-tier. If you already love Duolingo, worth it. If starting fresh, try ChatGPT Voice instead. | B-tier. Solid for autocomplete but the category moved past it. Pick Cursor unless you can't. | S-tier for study. The Audio Overview is a killer feature. Try it with three of your favorite PDFs. | S-tier for price/performance. A-tier for consumer use. If you build apps, this is the budget pick. |
| Link | Open → | Open → | Open → | Open → |