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)
coding
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GitHub Copilot B | Julius S | Perplexity S | Fathom S | |
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| Tagline | Microsoft/GitHub's autocomplete. Deep VS Code + JetBrains integration. | Chat with your data. Upload a CSV, ask questions, get charts. | AI search done right. Cited answers, not chat theater. | Meeting notes, free forever for individuals. |
| Category | coding | data | research | meeting |
| Pricing | Free (limited) + $10/mo Pro + $19/mo Business | Free + $20-$65/mo | Free + $20/mo Pro | Free for individuals + $15-$29/user/mo teams |
| Best for | Teams with GitHub already. Devs who don't want to change IDEs. | Analysts, founders, anyone with a spreadsheet + a question. | Replacing Google for any question where you want a cited answer in seconds. | Solo operators, freelancers, small teams on a budget. |
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| Kai's verdict | B-tier. Solid for autocomplete but the category moved past it. Pick Cursor unless you can't. | S-tier for ad-hoc analysis. Makes you feel like a data scientist in 30 seconds. | S-tier for search. I use it before Google now. If you're still Googling everything, try this for a week. | S-tier for solo + free. The best free option, hands down. |
| Link | Open → | Open → | Open → | Open → |