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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Fireflies A | MagicSchool S | GitHub Copilot B | Ollama S | |
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| Tagline | Sales-focused meeting AI with CRM integration. | AI platform built for teachers. Lesson plans + IEPs + admin. | Microsoft/GitHub's autocomplete. Deep VS Code + JetBrains integration. | Run LLMs locally. One-line install, GUI optional. |
| Category | Meetings | Education | Coding | Dev Platform |
| Pricing | Free + $10-$19/user/mo | Free + $100/yr Plus + school plans | Free (limited) + $10/mo Pro + $19/mo Business | Free + open source |
| Best for | Sales teams, customer success, anyone running many discovery calls. | Teachers prepping materials. School districts. | Teams with GitHub already. Devs who don't want to change IDEs. | Devs wanting offline/local LLMs for privacy or experimentation. |
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| Kai's verdict | A-tier for sales teams. B-tier for solo users. | S-tier for teachers. If you teach K-12, start here this week. | B-tier. Solid for autocomplete but the category moved past it. Pick Cursor unless you can't. | S-tier for local inference. If you care about privacy or want to tinker, install this today. |
| Link | Open → | Open → | Open → | Open → |