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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Rows A | Ollama S | NotebookLM S | Reflect A | |
|---|---|---|---|---|
| Tagline | Spreadsheets with AI + live integrations baked in. | Run LLMs locally. One-line install, GUI optional. | Google's research notebook. Turns your docs into a podcast. | AI-powered networked notes. Roam with a brain. |
| Category | data | dev platform | research | productivity |
| Pricing | Free + $19-$89/user/mo | Free + open source | Free | $10/mo |
| Best for | Ops teams, marketers, anyone building dashboards from multiple sources. | Devs wanting offline/local LLMs for privacy or experimentation. | Students, researchers, anyone with a stack of PDFs or a topic to learn. | Knowledge workers + thinkers who want AI in their second brain. |
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| Kai's verdict | A-tier. The most interesting spreadsheet in years. Great for ops dashboards. | S-tier for local inference. If you care about privacy or want to tinker, install this today. | S-tier for study. The Audio Overview is a killer feature. Try it with three of your favorite PDFs. | A-tier. Niche but beloved. If you've outgrown Notion, try this. |
| Link | Open → | Open → | Open → | Open → |