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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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MagicSchool
S
Claude Code
S
Hume AI
A
Fathom
S
TaglineAI platform built for teachers. Lesson plans + IEPs + admin.Anthropic's CLI agent. Opus-powered, operates on your repo directly.Voice AI that reads + expresses emotion.Meeting notes, free forever for individuals.
CategoryEducationCodingVoiceMeetings
PricingFree + $100/yr Plus + school plansPart of Claude Pro/Max/Team plansFree tier + pay-as-you-goFree for individuals + $15-$29/user/mo teams
Best forTeachers prepping materials. School districts.Developers who want an agent, not autocomplete. Large refactors, tests, docs.Therapy apps, customer service, any voice agent where emotion matters.Solo operators, freelancers, small teams on a budget.
Strengths
  • 60+ teacher-specific tools
  • Generous free tier
  • FERPA + COPPA compliant for schools
  • Runs locally, edits your actual files
  • Strong on large codebases with 1M context
  • Great at multi-step tasks
  • Detects + mirrors emotional tone
  • EVI (Empathic Voice Interface) feels different
  • Expressive voice output
  • Unlimited free tier for solo use
  • Strong summaries + action items
  • Works in Zoom, Meet, Teams
Weaknesses
  • Teacher-only focus
  • Less useful for students
  • Terminal-based — learning curve
  • Can't be used without Claude subscription
  • Niche use case
  • Pricing ramps fast
  • Bot-joining model
  • Team features gated
Kai's verdictS-tier for teachers. If you teach K-12, start here this week.S-tier if you live in the terminal. Different shape than Cursor — complementary, not replacement.A-tier in its niche. The only one that actually gets emotion right.S-tier for solo + free. The best free option, hands down.
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