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 | Elicit S | Reflect A | NotebookLM S | |
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| Tagline | Anthropic's CLI agent. Opus-powered, operates on your repo directly. | AI research assistant for academic literature. | AI-powered networked notes. Roam with a brain. | Google's research notebook. Turns your docs into a podcast. |
| Category | Coding | Research | Productivity | Research |
| Pricing | Part of Claude Pro/Max/Team plans | Free + $12-$42/mo | $10/mo | Free |
| Best for | Developers who want an agent, not autocomplete. Large refactors, tests, docs. | Grad students, researchers, anyone doing literature reviews. | Knowledge workers + thinkers who want AI in their second brain. | Students, researchers, anyone with a stack of PDFs or a topic to learn. |
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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 academic research. Nothing else comes close for systematic reviews. | A-tier. Niche but beloved. If you've outgrown Notion, try this. | S-tier for study. The Audio Overview is a killer feature. Try it with three of your favorite PDFs. |
| Link | Open → | Open → | Open → | Open → |