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.Pick tools (4 selected)
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NotebookLM S | Genspark A | GitHub Copilot B | Perplexity S | |
|---|---|---|---|---|
| Tagline | Google's research notebook. Turns your docs into a podcast. | AI agent for deep search. Generates Sparkpages — full mini-reports. | Microsoft/GitHub's autocomplete. Deep VS Code + JetBrains integration. | AI search done right. Cited answers, not chat theater. |
| Category | research | research | coding | research |
| Pricing | Free | Free + $25/mo Plus | Free (limited) + $10/mo Pro + $19/mo Business | Free + $20/mo Pro |
| Best for | Students, researchers, anyone with a stack of PDFs or a topic to learn. | Travel planning, shopping comparisons, deep research where you want an artifact back. | Teams with GitHub already. Devs who don't want to change IDEs. | Replacing Google for any question where you want a cited answer in seconds. |
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| Kai's verdict | S-tier for study. The Audio Overview is a killer feature. Try it with three of your favorite PDFs. | A-tier. Bet on this one — the Sparkpage format is genuinely new. | B-tier. Solid for autocomplete but the category moved past it. Pick Cursor unless you can't. | S-tier for search. I use it before Google now. If you're still Googling everything, try this for a week. |
| Link | Open → | Open → | Open → | Open → |