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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Julius S | MagicSchool S | |
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| Tagline | Chat with your data. Upload a CSV, ask questions, get charts. | AI platform built for teachers. Lesson plans + IEPs + admin. |
| Category | Data | Education |
| Pricing | Free + $20-$65/mo | Free + $100/yr Plus + school plans |
| Best for | Analysts, founders, anyone with a spreadsheet + a question. | Teachers prepping materials. School districts. |
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| Kai's verdict | S-tier for ad-hoc analysis. Makes you feel like a data scientist in 30 seconds. | S-tier for teachers. If you teach K-12, start here this week. |
| Link | Open → | Open → |