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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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NotebookLM
S
MagicSchool
S
TaglineGoogle's research notebook. Turns your docs into a podcast.AI platform built for teachers. Lesson plans + IEPs + admin.
CategoryResearchEducation
PricingFreeFree + $100/yr Plus + school plans
Best forStudents, researchers, anyone with a stack of PDFs or a topic to learn.Teachers prepping materials. School districts.
Strengths
  • Upload anything, ask questions, get cited answers
  • Audio Overview turns docs into a 10-min podcast
  • Great for studying
  • 60+ teacher-specific tools
  • Generous free tier
  • FERPA + COPPA compliant for schools
Weaknesses
  • Google-only
  • Can be slow on large corpora
  • Teacher-only focus
  • Less useful for students
Kai's verdictS-tier for study. The Audio Overview is a killer feature. Try it with three of your favorite PDFs.S-tier for teachers. If you teach K-12, start here this week.
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