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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Claude Code S | NotebookLM S | Taskade B | Gemini A | |
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| Tagline | Anthropic's CLI agent. Opus-powered, operates on your repo directly. | Google's research notebook. Turns your docs into a podcast. | AI project management with agents for each team. | Google's answer. Best integrated with Workspace + free for a lot. |
| Category | Coding | Research | Productivity | Chatbots |
| Pricing | Part of Claude Pro/Max/Team plans | Free | Free + $8-$20/user/mo | Free + $20/mo Advanced (bundled with 2TB Drive) |
| Best for | Developers who want an agent, not autocomplete. Large refactors, tests, docs. | Students, researchers, anyone with a stack of PDFs or a topic to learn. | Small teams wanting AI baked into project management. | Anyone already on Google, research tasks, summarizing long documents. |
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| Kai's verdict | 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. | B-tier. Solid product but crowded market. Try it if Notion AI feels too generic. | A-tier. The Deep Research feature is genuinely useful. Don't sleep on it if you're already paying Google. |
| Link | Open → | Open → | Open → | Open → |