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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Rows A | Claude Code S | NotebookLM S | Qwen A | |
|---|---|---|---|---|
| Tagline | Spreadsheets with AI + live integrations baked in. | Anthropic's CLI agent. Opus-powered, operates on your repo directly. | Google's research notebook. Turns your docs into a podcast. | Alibaba's open chat model. Multilingual + agentic. |
| Category | Data | Coding | Research | Chatbots |
| Pricing | Free + $19-$89/user/mo | Part of Claude Pro/Max/Team plans | Free | Free web + API |
| Best for | Ops teams, marketers, anyone building dashboards from multiple sources. | Developers who want an agent, not autocomplete. Large refactors, tests, docs. | Students, researchers, anyone with a stack of PDFs or a topic to learn. | Vietnamese/Chinese content, SEA multilingual use, developers wanting open-weight tool-use. |
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| Kai's verdict | A-tier. The most interesting spreadsheet in years. Great for ops dashboards. | S-tier if you live in the terminal. Different shape than Cursor — complementary, not replacement. | S-tier for study. The Audio Overview is a killer feature. Try it with three of your favorite PDFs. | A-tier. The best open model for Vietnamese + Chinese. Don't sleep on it if you work in SEA. |
| Link | Open → | Open → | Open → | Open → |