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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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Hex
A
MagicSchool
S
GitHub Copilot
B
Kling
A
TaglineModern data notebook with Magic AI assistant.AI platform built for teachers. Lesson plans + IEPs + admin.Microsoft/GitHub's autocomplete. Deep VS Code + JetBrains integration.Kuaishou's video model. The surprise standout.
CategoryDataEducationCodingVideo
PricingFree + $28+/user/moFree + $100/yr Plus + school plansFree (limited) + $10/mo Pro + $19/mo BusinessCredit-based, free trial
Best forData teams at startups + enterprises.Teachers prepping materials. School districts.Teams with GitHub already. Devs who don't want to change IDEs.Anyone who wants top-tier video quality for less.
Strengths
  • SQL + Python + no-code in one notebook
  • Magic AI writes queries + viz for you
  • Team-grade collaboration
  • 60+ teacher-specific tools
  • Generous free tier
  • FERPA + COPPA compliant for schools
  • Great enterprise story
  • Works in your existing IDE
  • Chat + autocomplete
  • Very strong motion + physics
  • Often beats Runway on realism
  • Great price
Weaknesses
  • Overkill for casual users
  • Enterprise pricing
  • Teacher-only focus
  • Less useful for students
  • Less agentic than Cursor/Claude Code
  • Model quality varies
  • UX is rough for English speakers
  • Queue times
Kai's verdictA-tier for data teams. S-tier if you already live in SQL + Python.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.A-tier. Rising fast. If you can tolerate the UX, quality per dollar is best-in-class.
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