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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GitHub Copilot B | MagicSchool S | Hugging Face S | Elicit S | |
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| Tagline | Microsoft/GitHub's autocomplete. Deep VS Code + JetBrains integration. | AI platform built for teachers. Lesson plans + IEPs + admin. | The GitHub of AI. Models, datasets, spaces — all in one. | AI research assistant for academic literature. |
| Category | Coding | Education | Dev Platform | Research |
| Pricing | Free (limited) + $10/mo Pro + $19/mo Business | Free + $100/yr Plus + school plans | Free + $9-$20/mo + enterprise | Free + $12-$42/mo |
| Best for | Teams with GitHub already. Devs who don't want to change IDEs. | Teachers prepping materials. School districts. | Any ML/AI developer. Hobbyists exploring open models. | Grad students, researchers, anyone doing literature reviews. |
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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 teachers. If you teach K-12, start here this week. | S-tier infrastructure. The one platform every AI dev eventually uses. | S-tier for academic research. Nothing else comes close for systematic reviews. |
| Link | Open → | Open → | Open → | Open → |